From 60554adf9778e5f44ee9f69e33f59bc2318503c5 Mon Sep 17 00:00:00 2001 From: "Documenter.jl" Date: Mon, 17 Jul 2023 22:40:39 +0000 Subject: [PATCH 1/9] Initial empty commit for docs From b2c3e2de2515fcf4077fb4a0f2e0a89102c386ec Mon Sep 17 00:00:00 2001 From: "Documenter.jl" Date: Mon, 17 Jul 2023 22:40:39 +0000 Subject: [PATCH 2/9] build based on c93d679 --- dev/API/index.html | 126 ++++++++++ dev/Internals/index.html | 2 + dev/assets/documenter.js | 331 +++++++++++++++++++++++++ dev/assets/search.js | 267 ++++++++++++++++++++ dev/assets/themes/documenter-dark.css | 7 + dev/assets/themes/documenter-light.css | 9 + dev/assets/themeswap.js | 66 +++++ dev/assets/warner.js | 49 ++++ dev/index.html | 2 + dev/search/index.html | 2 + dev/search_index.js | 3 + dev/siteinfo.js | 1 + index.html | 2 + versions.js | 5 + 14 files changed, 872 insertions(+) create mode 100644 dev/API/index.html create mode 100644 dev/Internals/index.html create mode 100644 dev/assets/documenter.js create mode 100644 dev/assets/search.js create mode 100644 dev/assets/themes/documenter-dark.css create mode 100644 dev/assets/themes/documenter-light.css create mode 100644 dev/assets/themeswap.js create mode 100644 dev/assets/warner.js create mode 100644 dev/index.html create mode 100644 dev/search/index.html create mode 100644 dev/search_index.js create mode 100644 dev/siteinfo.js create mode 100644 index.html create mode 100644 versions.js diff --git a/dev/API/index.html b/dev/API/index.html new file mode 100644 index 0000000..7b02865 --- /dev/null +++ b/dev/API/index.html @@ -0,0 +1,126 @@ + +API · GptSearchPlugin
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Generated API documentation

The code is generated by the OpenAPI generator with the Julia plugin.

GptSearchPlugin.AppServer.GptPluginServer — Module

Encapsulates generated server code for GptPluginServer

The following server methods must be implemented:

  • queryquerypost
    • invocation: POST /query
    • signature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse
  • upsert_post
    • invocation: POST /upsert
    • signature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse
source
GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkMetadata — Type

DocumentChunkMetadata

DocumentChunkMetadata(;
+    source=nothing,
+    source_id=nothing,
+    url=nothing,
+    created_at=nothing,
+    author=nothing,
+    document_id=nothing,
+)
+
+- source::Source
+- source_id::String
+- url::String
+- created_at::String
+- author::String
+- document_id::String
source
GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadataFilter — Type

DocumentMetadataFilter

DocumentMetadataFilter(;
+    document_id=nothing,
+    source=nothing,
+    source_id=nothing,
+    author=nothing,
+    start_date=nothing,
+    end_date=nothing,
+)
+
+- document_id::String
+- source::Source
+- source_id::String
+- author::String
+- start_date::String
+- end_date::String
source
GptSearchPlugin.AppServer.GptPluginServer.register — Method

Register handlers for all APIs in this module in the supplied Router instance.

Paramerets:

  • router: Router to register handlers in
  • impl: module that implements the server methods

Optional parameters:

  • path_prefix: prefix to be applied to all paths
  • optional_middlewares: Register one or more optional middlewares to be applied to all requests.

Optional middlewares can be one or more of: - init: called before the request is processed - pre_validation: called after the request is parsed but before validation - pre_invoke: called after validation but before the handler is invoked - post_invoke: called after the handler is invoked but before the response is sent

The order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke

source
diff --git a/dev/Internals/index.html b/dev/Internals/index.html new file mode 100644 index 0000000..002953b --- /dev/null +++ b/dev/Internals/index.html @@ -0,0 +1,2 @@ + +Internals · GptSearchPlugin
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Internal functions

GptSearchPlugin.AppServer.create_document_chunks — Function

Create a list of document chunks from a document object and return the document id.

Args: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

Returns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.

source
GptSearchPlugin.AppServer.get_document_chunks — Function

Convert a list of documents into a dictionary from document id to list of document chunks.

Args: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

Returns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.

source
GptSearchPlugin.AppServer.get_text_chunks — Function

Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.

Args: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

Returns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.

source
GptSearchPlugin.AppServer.DataStore.upsert — Method

Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.

Return a list of document ids.

source
diff --git a/dev/assets/documenter.js b/dev/assets/documenter.js new file mode 100644 index 0000000..6adfbbb --- /dev/null +++ b/dev/assets/documenter.js @@ -0,0 +1,331 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.5.1/languages/julia.min', + 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.12.1/jquery-ui.min', + 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/contrib/auto-render.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.6.0/jquery.min', + 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', + 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/katex.min', + 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.5.1/highlight.min', + 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.5.1/languages/julia-repl.min', + }, + shim: { + "highlight-julia": { + "deps": [ + "highlight" + ] + }, + "katex-auto-render": { + "deps": [ + "katex" + ] + }, + "headroom-jquery": { + "deps": [ + "jquery", + "headroom" + ] + }, + "highlight-julia-repl": { + "deps": [ + "highlight" + ] + } +} +}); +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'katex', 'katex-auto-render'], function($, katex, renderMathInElement) { +$(document).ready(function() { + renderMathInElement( + document.body, + { + "delimiters": [ + { + "left": "$", + "right": "$", + "display": false + }, + { + "left": "$$", + "right": "$$", + "display": true + }, + { + "left": "\\[", + "right": "\\]", + "display": true + } + ] +} + + ); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'highlight', 'highlight-julia', 'highlight-julia-repl'], function($) { +$(document).ready(function() { + hljs.highlightAll(); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require([], function() { +function addCopyButtonCallbacks() { + for (const el of document.getElementsByTagName("pre")) { + const button = document.createElement("button"); + button.classList.add("copy-button", "fas", "fa-copy"); + el.appendChild(button); + + const success = function () { + button.classList.add("success", "fa-check"); + button.classList.remove("fa-copy"); + }; + + const failure = function () { + button.classList.add("error", "fa-times"); + button.classList.remove("fa-copy"); + }; + + button.addEventListener("click", function () { + copyToClipboard(el.innerText).then(success, failure); + + setTimeout(function () { + button.classList.add("fa-copy"); + button.classList.remove("success", "fa-check", "fa-times"); + }, 5000); + }); + } +} + +function copyToClipboard(text) { + // clipboard API is only available in secure contexts + if (window.navigator && window.navigator.clipboard) { + return window.navigator.clipboard.writeText(text); + } else { + return new Promise(function (resolve, reject) { + try { + const el = document.createElement("textarea"); + el.textContent = text; + el.style.position = "fixed"; + el.style.opacity = 0; + document.body.appendChild(el); + el.select(); + document.execCommand("copy"); + + resolve(); + } catch (err) { + reject(err); + } finally { + document.body.removeChild(el); + } + }); + } +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); +} else { + addCopyButtonCallbacks(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { + +// Manages the top navigation bar (hides it when the user starts scrolling down on the +// mobile). +window.Headroom = Headroom; // work around buggy module loading? +$(document).ready(function() { + $('#documenter .docs-navbar').headroom({ + "tolerance": {"up": 10, "down": 10}, + }); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Modal settings dialog +$(document).ready(function() { + var settings = $('#documenter-settings'); + $('#documenter-settings-button').click(function(){ + settings.toggleClass('is-active'); + }); + // Close the dialog if X is clicked + $('#documenter-settings button.delete').click(function(){ + settings.removeClass('is-active'); + }); + // Close dialog if ESC is pressed + $(document).keyup(function(e) { + if (e.keyCode == 27) settings.removeClass('is-active'); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Manages the showing and hiding of the sidebar. +$(document).ready(function() { + var sidebar = $("#documenter > .docs-sidebar"); + var sidebar_button = $("#documenter-sidebar-button") + sidebar_button.click(function(ev) { + ev.preventDefault(); + sidebar.toggleClass('visible'); + if (sidebar.hasClass('visible')) { + // Makes sure that the current menu item is visible in the sidebar. + $("#documenter .docs-menu a.is-active").focus(); + } + }); + $("#documenter > .docs-main").bind('click', function(ev) { + if ($(ev.target).is(sidebar_button)) { + return; + } + if (sidebar.hasClass('visible')) { + sidebar.removeClass('visible'); + } + }); +}) + +// Resizes the package name / sitename in the sidebar if it is too wide. +// Inspired by: https://github.com/davatron5000/FitText.js +$(document).ready(function() { + e = $("#documenter .docs-autofit"); + function resize() { + var L = parseInt(e.css('max-width'), 10); + var L0 = e.width(); + if(L0 > L) { + var h0 = parseInt(e.css('font-size'), 10); + e.css('font-size', L * h0 / L0); + // TODO: make sure it survives resizes? + } + } + // call once and then register events + resize(); + $(window).resize(resize); + $(window).on('orientationchange', resize); +}); + +// Scroll the navigation bar to the currently selected menu item +$(document).ready(function() { + var sidebar = $("#documenter .docs-menu").get(0); + var active = $("#documenter .docs-menu .is-active").get(0); + if(typeof active !== 'undefined') { + sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; + } +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +function set_theme(theme) { + var active = null; + var disabled = []; + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + var themename = ss.ownerNode.getAttribute("data-theme-name"); + if(themename === null) continue; // ignore non-theme stylesheets + // Find the active theme + if(themename === theme) active = ss; + else disabled.push(ss); + } + if(active !== null) { + active.disabled = false; + if(active.ownerNode.getAttribute("data-theme-primary") === null) { + document.getElementsByTagName('html')[0].className = "theme--" + theme; + } else { + document.getElementsByTagName('html')[0].className = ""; + } + disabled.forEach(function(ss){ + ss.disabled = true; + }); + } + + // Store the theme in localStorage + if(typeof(window.localStorage) !== "undefined") { + window.localStorage.setItem("documenter-theme", theme); + } else { + console.error("Browser does not support window.localStorage"); + } +} + +// Theme picker setup +$(document).ready(function() { + // onchange callback + $('#documenter-themepicker').change(function themepick_callback(ev){ + var themename = $('#documenter-themepicker option:selected').attr('value'); + set_theme(themename); + }); + + // Make sure that the themepicker displays the correct theme when the theme is retrieved + // from localStorage + if(typeof(window.localStorage) !== "undefined") { + var theme = window.localStorage.getItem("documenter-theme"); + if(theme !== null) { + $('#documenter-themepicker option').each(function(i,e) { + e.selected = (e.value === theme); + }) + } else { + $('#documenter-themepicker option').each(function(i,e) { + e.selected = $("html").hasClass(`theme--${e.value}`); + }) + } + } +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// update the version selector with info from the siteinfo.js and ../versions.js files +$(document).ready(function() { + // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the + // siteinfo.js file, we just return immediately and not display the version selector. + if (typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === 'boolean' && DOCUMENTER_VERSION_SELECTOR_DISABLED) { + return; + } + + var version_selector = $("#documenter .docs-version-selector"); + var version_selector_select = $("#documenter .docs-version-selector select"); + + version_selector_select.change(function(x) { + target_href = version_selector_select.children("option:selected").get(0).value; + window.location.href = target_href; + }); + + // add the current version to the selector based on siteinfo.js, but only if the selector is empty + if (typeof DOCUMENTER_CURRENT_VERSION !== 'undefined' && $('#version-selector > option').length == 0) { + var option = $(""); + version_selector_select.append(option); + } + + if (typeof DOC_VERSIONS !== 'undefined') { + var existing_versions = version_selector_select.children("option"); + var existing_versions_texts = existing_versions.map(function(i,x){return x.text}); + DOC_VERSIONS.forEach(function(each) { + var version_url = documenterBaseURL + "/../" + each; + var existing_id = $.inArray(each, existing_versions_texts); + // if not already in the version selector, add it as a new option, + // otherwise update the old option with the URL and enable it + if (existing_id == -1) { + var option = $(""); + version_selector_select.append(option); + } else { + var option = existing_versions[existing_id]; + option.value = version_url; + option.disabled = false; + } + }); + } + + // only show the version selector if the selector has been populated + if (version_selector_select.children("option").length > 0) { + version_selector.toggleClass("visible"); + } +}) + +}) diff --git a/dev/assets/search.js b/dev/assets/search.js new file mode 100644 index 0000000..c133f74 --- /dev/null +++ b/dev/assets/search.js @@ -0,0 +1,267 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'lunr': 'https://cdnjs.cloudflare.com/ajax/libs/lunr.js/2.3.9/lunr.min', + 'lodash': 'https://cdnjs.cloudflare.com/ajax/libs/lodash.js/4.17.21/lodash.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.6.0/jquery.min', + } +}); +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'lunr', 'lodash'], function($, lunr, _) { + +$(document).ready(function() { + // parseUri 1.2.2 + // (c) Steven Levithan + // MIT License + function parseUri (str) { + var o = parseUri.options, + m = o.parser[o.strictMode ? "strict" : "loose"].exec(str), + uri = {}, + i = 14; + + while (i--) uri[o.key[i]] = m[i] || ""; + + uri[o.q.name] = {}; + uri[o.key[12]].replace(o.q.parser, function ($0, $1, $2) { + if ($1) uri[o.q.name][$1] = $2; + }); + + return uri; + }; + parseUri.options = { + strictMode: false, + key: ["source","protocol","authority","userInfo","user","password","host","port","relative","path","directory","file","query","anchor"], + q: { + name: "queryKey", + parser: /(?:^|&)([^&=]*)=?([^&]*)/g + }, + parser: { + strict: /^(?:([^:\/?#]+):)?(?:\/\/((?:(([^:@]*)(?::([^:@]*))?)?@)?([^:\/?#]*)(?::(\d*))?))?((((?:[^?#\/]*\/)*)([^?#]*))(?:\?([^#]*))?(?:#(.*))?)/, + loose: /^(?:(?![^:@]+:[^:@\/]*@)([^:\/?#.]+):)?(?:\/\/)?((?:(([^:@]*)(?::([^:@]*))?)?@)?([^:\/?#]*)(?::(\d*))?)(((\/(?:[^?#](?![^?#\/]*\.[^?#\/.]+(?:[?#]|$)))*\/?)?([^?#\/]*))(?:\?([^#]*))?(?:#(.*))?)/ + } + }; + + $("#search-form").submit(function(e) { + e.preventDefault() + }) + + // list below is the lunr 2.1.3 list minus the intersect with names(Base) + // (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) + // ideally we'd just filter the original list but it's not available as a variable + lunr.stopWordFilter = lunr.generateStopWordFilter([ + 'a', + 'able', + 'about', + 'across', + 'after', + 'almost', + 'also', + 'am', + 'among', + 'an', + 'and', + 'are', + 'as', + 'at', + 'be', + 'because', + 'been', + 'but', + 'by', + 'can', + 'cannot', + 'could', + 'dear', + 'did', + 'does', + 'either', + 'ever', + 'every', + 'from', + 'got', + 'had', + 'has', + 'have', + 'he', + 'her', + 'hers', + 'him', + 'his', + 'how', + 'however', + 'i', + 'if', + 'into', + 'it', + 'its', + 'just', + 'least', + 'like', + 'likely', + 'may', + 'me', + 'might', + 'most', + 'must', + 'my', + 'neither', + 'no', + 'nor', + 'not', + 'of', + 'off', + 'often', + 'on', + 'or', + 'other', + 'our', + 'own', + 'rather', + 'said', + 'say', + 'says', + 'she', + 'should', + 'since', + 'so', + 'some', + 'than', + 'that', + 'the', + 'their', + 'them', + 'then', + 'there', + 'these', + 'they', + 'this', + 'tis', + 'to', + 'too', + 'twas', + 'us', + 'wants', + 'was', + 'we', + 'were', + 'what', + 'when', + 'who', + 'whom', + 'why', + 'will', + 'would', + 'yet', + 'you', + 'your' + ]) + + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!" + // would not find anything if searching for "add!", only for the entire qualification + lunr.tokenizer.separator = /[\s\-\.]+/ + + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + lunr.trimmer = function (token) { + return token.update(function (s) { + return s.replace(/^[^a-zA-Z0-9@!]+/, '').replace(/[^a-zA-Z0-9@!]+$/, '') + }) + } + + lunr.Pipeline.registerFunction(lunr.stopWordFilter, 'juliaStopWordFilter') + lunr.Pipeline.registerFunction(lunr.trimmer, 'juliaTrimmer') + + var index = lunr(function () { + this.ref('location') + this.field('title',{boost: 100}) + this.field('text') + documenterSearchIndex['docs'].forEach(function(e) { + this.add(e) + }, this) + }) + var store = {} + + documenterSearchIndex['docs'].forEach(function(e) { + store[e.location] = {title: e.title, category: e.category, page: e.page} + }) + + $(function(){ + searchresults = $('#documenter-search-results'); + searchinfo = $('#documenter-search-info'); + searchbox = $('#documenter-search-query'); + searchform = $('.docs-search'); + sidebar = $('.docs-sidebar'); + function update_search(querystring) { + tokens = lunr.tokenizer(querystring) + results = index.query(function (q) { + tokens.forEach(function (t) { + q.term(t.toString(), { + fields: ["title"], + boost: 100, + usePipeline: true, + editDistance: 0, + wildcard: lunr.Query.wildcard.NONE + }) + q.term(t.toString(), { + fields: ["title"], + boost: 10, + usePipeline: true, + editDistance: 2, + wildcard: lunr.Query.wildcard.NONE + }) + q.term(t.toString(), { + fields: ["text"], + boost: 1, + usePipeline: true, + editDistance: 0, + wildcard: lunr.Query.wildcard.NONE + }) + }) + }) + searchinfo.text("Number of results: " + results.length) + searchresults.empty() + results.forEach(function(result) { + data = store[result.ref] + link = $(''+data.title+'') + link.attr('href', documenterBaseURL+'/'+result.ref) + if (data.category != "page"){ + cat = $('('+data.category+', '+data.page+')') + } else { + cat = $('('+data.category+')') + } + li = $('
  • ').append(link).append(" ").append(cat) + searchresults.append(li) + }) + } + + function update_search_box() { + querystring = searchbox.val() + update_search(querystring) + } + + searchbox.keyup(_.debounce(update_search_box, 250)) + searchbox.change(update_search_box) + + // Disable enter-key form submission for the searchbox on the search page + // and just re-run search rather than refresh the whole page. + searchform.keypress( + function(event){ + if (event.which == '13') { + if (sidebar.hasClass('visible')) { + sidebar.removeClass('visible'); + } + update_search_box(); + event.preventDefault(); + } + } + ); + + search_query_uri = parseUri(window.location).queryKey["q"] + if(search_query_uri !== undefined) { + search_query = decodeURIComponent(search_query_uri.replace(/\+/g, '%20')) + searchbox.val(search_query) + } + update_search_box(); + }) +}) + +}) diff --git a/dev/assets/themes/documenter-dark.css b/dev/assets/themes/documenter-dark.css new file mode 100644 index 0000000..c94a294 --- /dev/null +++ b/dev/assets/themes/documenter-dark.css @@ -0,0 +1,7 @@ +@keyframes spinAround{from{transform:rotate(0deg)}to{transform:rotate(359deg)}}html.theme--documenter-dark .tabs,html.theme--documenter-dark .pagination-previous,html.theme--documenter-dark .pagination-next,html.theme--documenter-dark .pagination-link,html.theme--documenter-dark .pagination-ellipsis,html.theme--documenter-dark .breadcrumb,html.theme--documenter-dark .file,html.theme--documenter-dark .button,.is-unselectable,html.theme--documenter-dark .modal-close,html.theme--documenter-dark .delete{-webkit-touch-callout:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}html.theme--documenter-dark .navbar-link:not(.is-arrowless)::after,html.theme--documenter-dark .select:not(.is-multiple):not(.is-loading)::after{border:3px solid rgba(0,0,0,0);border-radius:2px;border-right:0;border-top:0;content:" 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kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-dark.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,html.theme--documenter-dark .content 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form.docs-search>input.button{border-radius:290486px;padding-left:1em;padding-right:1em}html.theme--documenter-dark .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--documenter-dark .buttons .button{margin-bottom:0.5rem}html.theme--documenter-dark .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:0.5rem}html.theme--documenter-dark .buttons:last-child{margin-bottom:-0.5rem}html.theme--documenter-dark .buttons:not(:last-child){margin-bottom:1rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){border-radius:3px;font-size:.85em}html.theme--documenter-dark .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--documenter-dark .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--documenter-dark .buttons.has-addons 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.pagination.is-rounded .pagination-previous,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.pagination .pagination-previous,html.theme--documenter-dark .pagination.is-rounded .pagination-next,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.pagination .pagination-next{padding-left:1em;padding-right:1em;border-radius:290486px}html.theme--documenter-dark .pagination.is-rounded .pagination-link,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.pagination .pagination-link{border-radius:290486px}html.theme--documenter-dark .pagination,html.theme--documenter-dark .pagination-list{align-items:center;display:flex;justify-content:center;text-align:center}html.theme--documenter-dark .pagination-previous,html.theme--documenter-dark .pagination-next,html.theme--documenter-dark .pagination-link,html.theme--documenter-dark .pagination-ellipsis{font-size:1em;justify-content:center;margin:.25rem;padding-left:.5em;padding-right:.5em;text-align:center}html.theme--documenter-dark .pagination-previous,html.theme--documenter-dark .pagination-next,html.theme--documenter-dark .pagination-link{border-color:#5e6d6f;color:#1abc9c;min-width:2.25em}html.theme--documenter-dark .pagination-previous:hover,html.theme--documenter-dark .pagination-next:hover,html.theme--documenter-dark .pagination-link:hover{border-color:#8c9b9d;color:#1dd2af}html.theme--documenter-dark .pagination-previous:focus,html.theme--documenter-dark .pagination-next:focus,html.theme--documenter-dark .pagination-link:focus{border-color:#8c9b9d}html.theme--documenter-dark .pagination-previous:active,html.theme--documenter-dark .pagination-next:active,html.theme--documenter-dark .pagination-link:active{box-shadow:inset 0 1px 2px rgba(10,10,10,0.2)}html.theme--documenter-dark .pagination-previous[disabled],html.theme--documenter-dark 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ul.is-center{flex:none;justify-content:center;padding-left:0.75em;padding-right:0.75em}html.theme--documenter-dark .tabs ul.is-right{justify-content:flex-end;padding-left:0.75em}html.theme--documenter-dark .tabs .icon:first-child{margin-right:0.5em}html.theme--documenter-dark .tabs .icon:last-child{margin-left:0.5em}html.theme--documenter-dark .tabs.is-centered ul{justify-content:center}html.theme--documenter-dark .tabs.is-right ul{justify-content:flex-end}html.theme--documenter-dark .tabs.is-boxed a{border:1px solid transparent;border-radius:.4em .4em 0 0}html.theme--documenter-dark .tabs.is-boxed a:hover{background-color:#282f2f;border-bottom-color:#5e6d6f}html.theme--documenter-dark .tabs.is-boxed li.is-active a{background-color:#fff;border-color:#5e6d6f;border-bottom-color:rgba(0,0,0,0) !important}html.theme--documenter-dark .tabs.is-fullwidth li{flex-grow:1;flex-shrink:0}html.theme--documenter-dark .tabs.is-toggle 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span.sgr102{background-color:#0e8300}.ansi span.sgr103{background-color:#a98800}.ansi span.sgr104{background-color:#3c5dcd}.ansi span.sgr105{background-color:#9256af}.ansi span.sgr106{background-color:#008fa3}.ansi span.sgr107{background-color:#f5f5f5}code.language-julia-repl>span.hljs-meta{color:#066f00;font-weight:bolder}/*! + Theme: Default + Description: Original highlight.js style + Author: (c) Ivan Sagalaev + Maintainer: @highlightjs/core-team + Website: https://highlightjs.org/ + License: see project LICENSE + Touched: 2021 +*/pre code.hljs{display:block;overflow-x:auto}code.hljs{padding:3px 5px}.hljs{background:#F0F0F0;color:#444}.hljs-comment{color:#888888}.hljs-tag,.hljs-punctuation{color:#444a}.hljs-tag .hljs-name,.hljs-tag .hljs-attr{color:#444}.hljs-keyword,.hljs-attribute,.hljs-selector-tag,.hljs-meta .hljs-keyword,.hljs-doctag,.hljs-name{font-weight:bold}.hljs-type,.hljs-string,.hljs-number,.hljs-selector-id,.hljs-selector-class,.hljs-quote,.hljs-template-tag,.hljs-deletion{color:#880000}.hljs-title,.hljs-section{color:#880000;font-weight:bold}.hljs-regexp,.hljs-symbol,.hljs-variable,.hljs-template-variable,.hljs-link,.hljs-selector-attr,.hljs-operator,.hljs-selector-pseudo{color:#BC6060}.hljs-literal{color:#78A960}.hljs-built_in,.hljs-bullet,.hljs-code,.hljs-addition{color:#397300}.hljs-meta{color:#1f7199}.hljs-meta .hljs-string{color:#4d99bf}.hljs-emphasis{font-style:italic}.hljs-strong{font-weight:bold} diff --git a/dev/assets/themeswap.js b/dev/assets/themeswap.js new file mode 100644 index 0000000..c58e993 --- /dev/null +++ b/dev/assets/themeswap.js @@ -0,0 +1,66 @@ +// Small function to quickly swap out themes. Gets put into the tag.. +function set_theme_from_local_storage() { + // Intialize the theme to null, which means default + var theme = null; + // If the browser supports the localstorage and is not disabled then try to get the + // documenter theme + if(window.localStorage != null) { + // Get the user-picked theme from localStorage. May be `null`, which means the default + // theme. + theme = window.localStorage.getItem("documenter-theme"); + } + // Check if the browser supports user color preference + var darkPreference = false; + // Check if the users preference is for dark color scheme + if(window.matchMedia('(prefers-color-scheme: dark)').matches === true) { + darkPreference = true; + } + // Initialize a few variables for the loop: + // + // - active: will contain the index of the theme that should be active. Note that there + // is no guarantee that localStorage contains sane values. If `active` stays `null` + // we either could not find the theme or it is the default (primary) theme anyway. + // Either way, we then need to stick to the primary theme. + // + // - disabled: style sheets that should be disabled (i.e. all the theme style sheets + // that are not the currently active theme) + var active = null; var disabled = []; var darkTheme = null; + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if(themename === null) continue; + // To distinguish the default (primary) theme, it needs to have the data-theme-primary + // attribute set. + var isprimary = (ss.ownerNode.getAttribute("data-theme-primary") !== null); + // Check if the theme is primary dark theme + var isDarkTheme = (ss.ownerNode.getAttribute("data-theme-primary-dark") !== null); + // If ss is for dark theme then set the value of darkTheme to the name of the theme + if(isDarkTheme) darkTheme = themename; + // If we find a matching theme (and it's not the default), we'll set active to non-null + if(themename === theme) active = i; + // Store the style sheets of inactive themes so that we could disable them + if(themename !== theme) disabled.push(ss); + } + if(active !== null) { + // If we did find an active theme, we'll (1) add the theme--$(theme) class to + document.getElementsByTagName('html')[0].className = "theme--" + theme; + // and (2) disable all the other theme stylesheets + disabled.forEach(function(ss){ + ss.disabled = true; + }); + } + else if(darkTheme !== null && darkPreference === true) { + // If we did find an active theme, we'll (1) add the theme--$(theme) class to + document.getElementsByTagName('html')[0].className = "theme--" + darkTheme; + // and (2) disable all the other theme stylesheets + disabled.forEach(function(ss){ + if (ss.ownerNode.getAttribute("data-theme-name") !== darkTheme) { + ss.disabled = true; + } + }); + } +} +set_theme_from_local_storage(); diff --git a/dev/assets/warner.js b/dev/assets/warner.js new file mode 100644 index 0000000..5531c88 --- /dev/null +++ b/dev/assets/warner.js @@ -0,0 +1,49 @@ +function maybeAddWarning () { + // DOCUMENTER_NEWEST is defined in versions.js, DOCUMENTER_CURRENT_VERSION and DOCUMENTER_STABLE + // in siteinfo.js. + // If either of these are undefined something went horribly wrong, so we abort. + if ( + window.DOCUMENTER_NEWEST === undefined || + window.DOCUMENTER_CURRENT_VERSION === undefined || + window.DOCUMENTER_STABLE === undefined + ) { + return + }; + + // Current version is not a version number, so we can't tell if it's the newest version. Abort. + if (!/v(\d+\.)*\d+/.test(window.DOCUMENTER_CURRENT_VERSION)) { + return + }; + + // Current version is newest version, so no need to add a warning. + if (window.DOCUMENTER_NEWEST === window.DOCUMENTER_CURRENT_VERSION) { + return + }; + + // Add a noindex meta tag (unless one exists) so that search engines don't index this version of the docs. + if (document.body.querySelector('meta[name="robots"]') === null) { + const meta = document.createElement('meta'); + meta.name = 'robots'; + meta.content = 'noindex'; + + document.getElementsByTagName('head')[0].appendChild(meta); + }; + + const div = document.createElement('div'); + div.classList.add('outdated-warning-overlay'); + const closer = document.createElement('button'); + closer.classList.add('outdated-warning-closer', 'delete'); + closer.addEventListener('click', function () { + document.body.removeChild(div); + }); + const href = window.documenterBaseURL + '/../' + window.DOCUMENTER_STABLE; + div.innerHTML = 'This documentation is not for the latest stable release, but for either the development version or an older release.
    Click here to go to the documentation for the latest stable release.'; + div.appendChild(closer); + document.body.appendChild(div); +}; + +if (document.readyState === 'loading') { + document.addEventListener('DOMContentLoaded', maybeAddWarning); +} else { + maybeAddWarning(); +}; diff --git a/dev/index.html b/dev/index.html new file mode 100644 index 0000000..de1fa64 --- /dev/null +++ b/dev/index.html @@ -0,0 +1,2 @@ + +Home · GptSearchPlugin
    Edit on GitHub
    diff --git a/dev/search/index.html b/dev/search/index.html new file mode 100644 index 0000000..b59f9b3 --- /dev/null +++ b/dev/search/index.html @@ -0,0 +1,2 @@ + +Search · GptSearchPlugin

    Loading search...

      diff --git a/dev/search_index.js b/dev/search_index.js new file mode 100644 index 0000000..a122f28 --- /dev/null +++ b/dev/search_index.js @@ -0,0 +1,3 @@ +var documenterSearchIndex = {"docs": +[{"location":"API/#Generated-API-documentation","page":"API","title":"Generated API documentation","text":"","category":"section"},{"location":"API/","page":"API","title":"API","text":"The code is generated by the OpenAPI generator with the Julia plugin.","category":"page"},{"location":"API/","page":"API","title":"API","text":"Modules = [GptSearchPlugin.AppServer.GptPluginServer]","category":"page"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer","text":"Encapsulates generated server code for GptPluginServer\n\nThe following server methods must be implemented:\n\nqueryquerypost\ninvocation: POST /query\nsignature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse\nupsert_post\ninvocation: POST /upsert\nsignature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse\n\n\n\n\n\n","category":"module"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.Document","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.Document","text":"Document\n\nDocument(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentMetadata\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk","text":"DocumentChunk\n\nDocumentChunk(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n embedding=nothing,\n score=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentChunkMetadata\n- embedding::Vector{Float64}\n- score::Float64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkMetadata","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkMetadata","text":"DocumentChunkMetadata\n\nDocumentChunkMetadata(;\n source=nothing,\n source_id=nothing,\n url=nothing,\n created_at=nothing,\n author=nothing,\n document_id=nothing,\n)\n\n- source::Source\n- source_id::String\n- url::String\n- created_at::String\n- author::String\n- document_id::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkWithScore","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkWithScore","text":"DocumentChunkWithScore\n\nDocumentChunkWithScore(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n embedding=nothing,\n score=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentChunkMetadata\n- embedding::Vector{Float64}\n- score::Float64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadata","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadata","text":"DocumentMetadata\n\nDocumentMetadata(;\n source=nothing,\n source_id=nothing,\n url=nothing,\n created_at=nothing,\n author=nothing,\n)\n\n- source::Source\n- source_id::String\n- url::String\n- created_at::String\n- author::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadataFilter","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadataFilter","text":"DocumentMetadataFilter\n\nDocumentMetadataFilter(;\n document_id=nothing,\n source=nothing,\n source_id=nothing,\n author=nothing,\n start_date=nothing,\n end_date=nothing,\n)\n\n- document_id::String\n- source::Source\n- source_id::String\n- author::String\n- start_date::String\n- end_date::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.HTTPValidationError","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.HTTPValidationError","text":"HTTPValidationError\n\nHTTPValidationError(;\n detail=nothing,\n)\n\n- detail::Vector{ValidationError}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.LocationInner","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.LocationInner","text":"Location_inner\n\nLocationInner(; value=nothing)\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.Query","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.Query","text":"Query\n\nQuery(;\n query=nothing,\n filter=nothing,\n top_k=3,\n)\n\n- query::String\n- filter::DocumentMetadataFilter\n- top_k::Int64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryRequest","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryRequest","text":"QueryRequest\n\nQueryRequest(;\n queries=nothing,\n)\n\n- queries::Vector{Query}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryResponse","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryResponse","text":"QueryResponse\n\nQueryResponse(;\n results=nothing,\n)\n\n- results::Vector{QueryResult}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryResult","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryResult","text":"QueryResult\n\nQueryResult(;\n query=nothing,\n results=nothing,\n)\n\n- query::String\n- results::Vector{DocumentChunkWithScore}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding","text":"QueryWithEmbedding\n\nQueryWithEmbedding(;\n query=nothing,\n filter=nothing,\n top_k=3,\n embedding=nothing,\n)\n\n- query::String\n- filter::DocumentMetadataFilter\n- top_k::Int64\n- embedding::Vector{Float64}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.UpsertRequest","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.UpsertRequest","text":"UpsertRequest\n\nUpsertRequest(;\n documents=nothing,\n)\n\n- documents::Vector{Document}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.UpsertResponse","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.UpsertResponse","text":"UpsertResponse\n\nUpsertResponse(;\n ids=nothing,\n)\n\n- ids::Vector{String}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.ValidationError","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.ValidationError","text":"ValidationError\n\nValidationError(;\n loc=nothing,\n msg=nothing,\n type=nothing,\n)\n\n- loc::Vector{LocationInner}\n- msg::String\n- type::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.register-Tuple{HTTP.Handlers.Router, Any}","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.register","text":"Register handlers for all APIs in this module in the supplied Router instance.\n\nParamerets:\n\nrouter: Router to register handlers in\nimpl: module that implements the server methods\n\nOptional parameters:\n\npath_prefix: prefix to be applied to all paths\noptional_middlewares: Register one or more optional middlewares to be applied to all requests.\n\nOptional middlewares can be one or more of: - init: called before the request is processed - pre_validation: called after the request is parsed but before validation - pre_invoke: called after validation but before the handler is invoked - post_invoke: called after the handler is invoked but before the response is sent\n\nThe order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke\n\n\n\n\n\n","category":"method"},{"location":"#GptSearchPlugin.jl","page":"Home","title":"GptSearchPlugin.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Documentation for GptSearchPlugin.jl","category":"page"},{"location":"Internals/#Internal-functions","page":"Internals","title":"Internal functions","text":"","category":"section"},{"location":"Internals/","page":"Internals","title":"Internals","text":"Modules = [GptSearchPlugin, GptSearchPlugin.AppServer, GptSearchPlugin.AppServer.DataStore]","category":"page"},{"location":"Internals/#GptSearchPlugin.AppServer.create_document_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.create_document_chunks","text":"Create a list of document chunks from a document object and return the document id.\n\nArgs: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.get_document_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.get_document_chunks","text":"Convert a list of documents into a dictionary from document id to list of document chunks.\n\nArgs: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.get_text_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.get_text_chunks","text":"Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.\n\nArgs: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.query_query_post-Tuple{HTTP.Messages.Request, GptSearchPlugin.AppServer.GptPluginServer.QueryRequest}","page":"Internals","title":"GptSearchPlugin.AppServer.query_query_post","text":"invocation: POST /query\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.upsert_post-Tuple{HTTP.Messages.Request}","page":"Internals","title":"GptSearchPlugin.AppServer.upsert_post","text":"invocation: POST /upsert\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.validate_bearer_token-Tuple{HTTP.Messages.Request, String, AbstractSet}","page":"Internals","title":"GptSearchPlugin.AppServer.validate_bearer_token","text":"User authentication\n\nCheck Bearer token\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.delete-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.delete","text":"Removes vectors by ids, filter. Multiple parameters can be used at once.\n\nReturns whether the operation was successful.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.delete_all-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.delete_all","text":"Removes everything in the datastore\n\nReturns whether the operation was successful.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.query-Tuple{AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.Query}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.query","text":"Takes in a list of queries and filters and returns a list of query results with matching document chunks and scores.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.query-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage, AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.query","text":"Takes in a list of queries with embeddings and filters and returns a list of query results with matching document chunks and scores.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.upsert-Tuple{AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.Document}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.upsert","text":"Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.\n\nReturn a list of document ids.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.upsert-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage, Dict{String, <:AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk}}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.upsert","text":"Takes in a list of list of document chunks and inserts them into the database.\n\nReturn a list of document ids.\n\n\n\n\n\n","category":"method"}] +} diff --git a/dev/siteinfo.js b/dev/siteinfo.js new file mode 100644 index 0000000..3343491 --- /dev/null +++ b/dev/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "dev"; diff --git a/index.html b/index.html new file mode 100644 index 0000000..1a6cc11 --- /dev/null +++ b/index.html @@ -0,0 +1,2 @@ + + diff --git a/versions.js b/versions.js new file mode 100644 index 0000000..4ec0f8f --- /dev/null +++ b/versions.js @@ -0,0 +1,5 @@ +var DOC_VERSIONS = [ + "dev", +]; +var DOCUMENTER_NEWEST = "dev"; +var DOCUMENTER_STABLE = "dev"; From 9ccad225562cfef563cd2b359319f157eef1cb62 Mon Sep 17 00:00:00 2001 From: "Documenter.jl" Date: Wed, 19 Jul 2023 00:28:42 +0000 Subject: [PATCH 3/9] build based on dff7833 --- dev/API/index.html | 32 +++++++++---------- dev/Internals/index.html | 2 +- .../Elasticsearch/docker-compose.yml | 23 +++++++++++++ dev/Providers/Elasticsearch/index.html | 2 ++ dev/Providers/index.html | 2 ++ dev/index.html | 2 +- dev/search/index.html | 2 +- dev/search_index.js | 2 +- 8 files changed, 47 insertions(+), 20 deletions(-) create mode 100644 dev/Providers/Elasticsearch/docker-compose.yml create mode 100644 dev/Providers/Elasticsearch/index.html create mode 100644 dev/Providers/index.html diff --git a/dev/API/index.html b/dev/API/index.html index 7b02865..7467093 100644 --- a/dev/API/index.html +++ b/dev/API/index.html @@ -1,5 +1,5 @@ -API · GptSearchPlugin
      Edit on GitHub

      Generated API documentation

      The code is generated by the OpenAPI generator with the Julia plugin.

      GptSearchPlugin.AppServer.GptPluginServer — Module

      Encapsulates generated server code for GptPluginServer

      The following server methods must be implemented:

      • queryquerypost
        • invocation: POST /query
        • signature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse
      • upsert_post
        • invocation: POST /upsert
        • signature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse
      source
      GptSearchPlugin.AppServer.GptPluginServer.Document — Type

      Document

      Document(;
+API · GptSearchPlugin
      Edit on GitHub
      Generated API documentation
      The code is generated by the OpenAPI generator with the Julia plugin.
      GptSearchPlugin.AppServer.GptPluginServer — Module
      Encapsulates generated server code for GptPluginServer
      The following server methods must be implemented:
      • queryquerypost
        • invocation: POST /query
        • signature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse
      • upsert_post
        • invocation: POST /upsert
        • signature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse
      source
      GptSearchPlugin.AppServer.GptPluginServer.register — Method
      Register handlers for all APIs in this module in the supplied Router instance.
      Paramerets:
      • router: Router to register handlers in
      • impl: module that implements the server methods
      Optional parameters:
      • path_prefix: prefix to be applied to all paths
      • optional_middlewares: Register one or more optional middlewares to be applied to all requests.
      Optional middlewares can be one or more of:     - init: called before the request is processed     - pre_validation: called after the request is parsed but before validation     - pre_invoke: called after validation but before the handler is invoked     - post_invoke: called after the handler is invoked but before the response is sent
      The order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke
      source
      
+- type::String
      source
      GptSearchPlugin.AppServer.GptPluginServer.register — Method

      Register handlers for all APIs in this module in the supplied Router instance.

      Paramerets:

      • router: Router to register handlers in
      • impl: module that implements the server methods

      Optional parameters:

      • path_prefix: prefix to be applied to all paths
      • optional_middlewares: Register one or more optional middlewares to be applied to all requests.

      Optional middlewares can be one or more of: - init: called before the request is processed - pre_validation: called after the request is parsed but before validation - pre_invoke: called after validation but before the handler is invoked - post_invoke: called after the handler is invoked but before the response is sent

      The order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke

      source
      diff --git a/dev/Internals/index.html b/dev/Internals/index.html index 002953b..3558980 100644 --- a/dev/Internals/index.html +++ b/dev/Internals/index.html @@ -1,2 +1,2 @@ -Internals · GptSearchPlugin
      Edit on GitHub

      Internal functions

      GptSearchPlugin.AppServer.create_document_chunks — Function

      Create a list of document chunks from a document object and return the document id.

      Args: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

      Returns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.

      source
      GptSearchPlugin.AppServer.get_document_chunks — Function

      Convert a list of documents into a dictionary from document id to list of document chunks.

      Args: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

      Returns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.

      source
      GptSearchPlugin.AppServer.get_text_chunks — Function

      Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.

      Args: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

      Returns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.

      source
      GptSearchPlugin.AppServer.DataStore.upsert — Method

      Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.

      Return a list of document ids.

      source
      +Internals · GptSearchPlugin
      Edit on GitHub

      Internal functions

      GptSearchPlugin.AppServer.create_document_chunks — Function

      Create a list of document chunks from a document object and return the document id.

      Args: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

      Returns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.

      source
      GptSearchPlugin.AppServer.get_document_chunks — Function

      Convert a list of documents into a dictionary from document id to list of document chunks.

      Args: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

      Returns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.

      source
      GptSearchPlugin.AppServer.get_text_chunks — Function

      Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.

      Args: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

      Returns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.

      source
      GptSearchPlugin.AppServer.DataStore.upsert — Method

      Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.

      Return a list of document ids.

      source
      diff --git a/dev/Providers/Elasticsearch/docker-compose.yml b/dev/Providers/Elasticsearch/docker-compose.yml new file mode 100644 index 0000000..e44375b --- /dev/null +++ b/dev/Providers/Elasticsearch/docker-compose.yml @@ -0,0 +1,23 @@ +version: '3.8' +services: + es01: + image: 'docker.elastic.co/elasticsearch/elasticsearch:8.8.2' + ports: + - '0.0.0.0:9200:9200' + volumes: + - esdata:/usr/share/elasticsearch/data + restart: always + environment: + - node.name=es01 + - cluster.name=es_local_claster + - cluster.initial_master_nodes=es01 + - bootstrap.memory_lock=true + - xpack.security.enabled=false + mem_limit: 1073741824 + ulimits: + memlock: + soft: -1 + hard: -1 +volumes: + esdata: + driver: local diff --git a/dev/Providers/Elasticsearch/index.html b/dev/Providers/Elasticsearch/index.html new file mode 100644 index 0000000..5e8ebf6 --- /dev/null +++ b/dev/Providers/Elasticsearch/index.html @@ -0,0 +1,2 @@ + +Elasticsearch · GptSearchPlugin
      Edit on GitHub
      diff --git a/dev/Providers/index.html b/dev/Providers/index.html new file mode 100644 index 0000000..8604d74 --- /dev/null +++ b/dev/Providers/index.html @@ -0,0 +1,2 @@ + +Getting Started · GptSearchPlugin
      Edit on GitHub
      diff --git a/dev/index.html b/dev/index.html index de1fa64..2882e51 100644 --- a/dev/index.html +++ b/dev/index.html @@ -1,2 +1,2 @@ -Home · GptSearchPlugin
      Edit on GitHub
      +Home · GptSearchPlugin
      Edit on GitHub
      diff --git a/dev/search/index.html b/dev/search/index.html index b59f9b3..e81a27b 100644 --- a/dev/search/index.html +++ b/dev/search/index.html @@ -1,2 +1,2 @@ -Search · GptSearchPlugin

      Loading search...

        +Search · GptSearchPlugin

        Loading search...

          diff --git a/dev/search_index.js b/dev/search_index.js index a122f28..52f1b84 100644 --- a/dev/search_index.js +++ b/dev/search_index.js @@ -1,3 +1,3 @@ var documenterSearchIndex = {"docs": -[{"location":"API/#Generated-API-documentation","page":"API","title":"Generated API documentation","text":"","category":"section"},{"location":"API/","page":"API","title":"API","text":"The code is generated by the OpenAPI generator with the Julia plugin.","category":"page"},{"location":"API/","page":"API","title":"API","text":"Modules = [GptSearchPlugin.AppServer.GptPluginServer]","category":"page"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer","text":"Encapsulates generated server code for GptPluginServer\n\nThe following server methods must be implemented:\n\nqueryquerypost\ninvocation: POST /query\nsignature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse\nupsert_post\ninvocation: POST /upsert\nsignature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse\n\n\n\n\n\n","category":"module"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.Document","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.Document","text":"Document\n\nDocument(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentMetadata\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk","text":"DocumentChunk\n\nDocumentChunk(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n embedding=nothing,\n score=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentChunkMetadata\n- embedding::Vector{Float64}\n- score::Float64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkMetadata","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkMetadata","text":"DocumentChunkMetadata\n\nDocumentChunkMetadata(;\n source=nothing,\n source_id=nothing,\n url=nothing,\n created_at=nothing,\n author=nothing,\n document_id=nothing,\n)\n\n- source::Source\n- source_id::String\n- url::String\n- created_at::String\n- author::String\n- document_id::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkWithScore","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkWithScore","text":"DocumentChunkWithScore\n\nDocumentChunkWithScore(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n embedding=nothing,\n score=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentChunkMetadata\n- embedding::Vector{Float64}\n- score::Float64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadata","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadata","text":"DocumentMetadata\n\nDocumentMetadata(;\n source=nothing,\n source_id=nothing,\n url=nothing,\n created_at=nothing,\n author=nothing,\n)\n\n- source::Source\n- source_id::String\n- url::String\n- created_at::String\n- author::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadataFilter","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadataFilter","text":"DocumentMetadataFilter\n\nDocumentMetadataFilter(;\n document_id=nothing,\n source=nothing,\n source_id=nothing,\n author=nothing,\n start_date=nothing,\n end_date=nothing,\n)\n\n- document_id::String\n- source::Source\n- source_id::String\n- author::String\n- start_date::String\n- end_date::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.HTTPValidationError","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.HTTPValidationError","text":"HTTPValidationError\n\nHTTPValidationError(;\n detail=nothing,\n)\n\n- detail::Vector{ValidationError}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.LocationInner","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.LocationInner","text":"Location_inner\n\nLocationInner(; value=nothing)\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.Query","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.Query","text":"Query\n\nQuery(;\n query=nothing,\n filter=nothing,\n top_k=3,\n)\n\n- query::String\n- filter::DocumentMetadataFilter\n- top_k::Int64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryRequest","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryRequest","text":"QueryRequest\n\nQueryRequest(;\n queries=nothing,\n)\n\n- queries::Vector{Query}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryResponse","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryResponse","text":"QueryResponse\n\nQueryResponse(;\n results=nothing,\n)\n\n- results::Vector{QueryResult}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryResult","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryResult","text":"QueryResult\n\nQueryResult(;\n query=nothing,\n results=nothing,\n)\n\n- query::String\n- results::Vector{DocumentChunkWithScore}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding","text":"QueryWithEmbedding\n\nQueryWithEmbedding(;\n query=nothing,\n filter=nothing,\n top_k=3,\n embedding=nothing,\n)\n\n- query::String\n- filter::DocumentMetadataFilter\n- top_k::Int64\n- embedding::Vector{Float64}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.UpsertRequest","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.UpsertRequest","text":"UpsertRequest\n\nUpsertRequest(;\n documents=nothing,\n)\n\n- documents::Vector{Document}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.UpsertResponse","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.UpsertResponse","text":"UpsertResponse\n\nUpsertResponse(;\n ids=nothing,\n)\n\n- ids::Vector{String}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.ValidationError","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.ValidationError","text":"ValidationError\n\nValidationError(;\n loc=nothing,\n msg=nothing,\n type=nothing,\n)\n\n- loc::Vector{LocationInner}\n- msg::String\n- type::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.register-Tuple{HTTP.Handlers.Router, Any}","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.register","text":"Register handlers for all APIs in this module in the supplied Router instance.\n\nParamerets:\n\nrouter: Router to register handlers in\nimpl: module that implements the server methods\n\nOptional parameters:\n\npath_prefix: prefix to be applied to all paths\noptional_middlewares: Register one or more optional middlewares to be applied to all requests.\n\nOptional middlewares can be one or more of: - init: called before the request is processed - pre_validation: called after the request is parsed but before validation - pre_invoke: called after validation but before the handler is invoked - post_invoke: called after the handler is invoked but before the response is sent\n\nThe order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke\n\n\n\n\n\n","category":"method"},{"location":"#GptSearchPlugin.jl","page":"Home","title":"GptSearchPlugin.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Documentation for GptSearchPlugin.jl","category":"page"},{"location":"Internals/#Internal-functions","page":"Internals","title":"Internal functions","text":"","category":"section"},{"location":"Internals/","page":"Internals","title":"Internals","text":"Modules = [GptSearchPlugin, GptSearchPlugin.AppServer, GptSearchPlugin.AppServer.DataStore]","category":"page"},{"location":"Internals/#GptSearchPlugin.AppServer.create_document_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.create_document_chunks","text":"Create a list of document chunks from a document object and return the document id.\n\nArgs: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.get_document_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.get_document_chunks","text":"Convert a list of documents into a dictionary from document id to list of document chunks.\n\nArgs: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.get_text_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.get_text_chunks","text":"Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.\n\nArgs: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.query_query_post-Tuple{HTTP.Messages.Request, GptSearchPlugin.AppServer.GptPluginServer.QueryRequest}","page":"Internals","title":"GptSearchPlugin.AppServer.query_query_post","text":"invocation: POST /query\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.upsert_post-Tuple{HTTP.Messages.Request}","page":"Internals","title":"GptSearchPlugin.AppServer.upsert_post","text":"invocation: POST /upsert\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.validate_bearer_token-Tuple{HTTP.Messages.Request, String, AbstractSet}","page":"Internals","title":"GptSearchPlugin.AppServer.validate_bearer_token","text":"User authentication\n\nCheck Bearer token\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.delete-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.delete","text":"Removes vectors by ids, filter. Multiple parameters can be used at once.\n\nReturns whether the operation was successful.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.delete_all-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.delete_all","text":"Removes everything in the datastore\n\nReturns whether the operation was successful.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.query-Tuple{AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.Query}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.query","text":"Takes in a list of queries and filters and returns a list of query results with matching document chunks and scores.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.query-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage, AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.query","text":"Takes in a list of queries with embeddings and filters and returns a list of query results with matching document chunks and scores.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.upsert-Tuple{AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.Document}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.upsert","text":"Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.\n\nReturn a list of document ids.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.upsert-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage, Dict{String, <:AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk}}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.upsert","text":"Takes in a list of list of document chunks and inserts them into the database.\n\nReturn a list of document ids.\n\n\n\n\n\n","category":"method"}] +[{"location":"Providers/#Vector-storage-service-providers","page":"Getting Started","title":"Vector storage service providers","text":"","category":"section"},{"location":"API/#Generated-API-documentation","page":"API","title":"Generated API documentation","text":"","category":"section"},{"location":"API/","page":"API","title":"API","text":"The code is generated by the OpenAPI generator with the Julia plugin.","category":"page"},{"location":"API/","page":"API","title":"API","text":"Modules = [GptSearchPlugin.AppServer.GptPluginServer]","category":"page"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer","text":"Encapsulates generated server code for GptPluginServer\n\nThe following server methods must be implemented:\n\nqueryquerypost\ninvocation: POST /query\nsignature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse\nupsert_post\ninvocation: POST /upsert\nsignature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse\n\n\n\n\n\n","category":"module"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.Document","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.Document","text":"Document\n\nDocument(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentMetadata\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk","text":"DocumentChunk\n\nDocumentChunk(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n embedding=nothing,\n score=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentChunkMetadata\n- embedding::Vector{Float64}\n- score::Float64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkMetadata","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkMetadata","text":"DocumentChunkMetadata\n\nDocumentChunkMetadata(;\n source=nothing,\n source_id=nothing,\n url=nothing,\n created_at=nothing,\n author=nothing,\n document_id=nothing,\n)\n\n- source::Source\n- source_id::String\n- url::String\n- created_at::String\n- author::String\n- document_id::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkWithScore","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkWithScore","text":"DocumentChunkWithScore\n\nDocumentChunkWithScore(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n embedding=nothing,\n score=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentChunkMetadata\n- embedding::Vector{Float64}\n- score::Float64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadata","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadata","text":"DocumentMetadata\n\nDocumentMetadata(;\n source=nothing,\n source_id=nothing,\n url=nothing,\n created_at=nothing,\n author=nothing,\n)\n\n- source::Source\n- source_id::String\n- url::String\n- created_at::String\n- author::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadataFilter","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadataFilter","text":"DocumentMetadataFilter\n\nDocumentMetadataFilter(;\n document_id=nothing,\n source=nothing,\n source_id=nothing,\n author=nothing,\n start_date=nothing,\n end_date=nothing,\n)\n\n- document_id::String\n- source::Source\n- source_id::String\n- author::String\n- start_date::String\n- end_date::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.HTTPValidationError","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.HTTPValidationError","text":"HTTPValidationError\n\nHTTPValidationError(;\n detail=nothing,\n)\n\n- detail::Vector{ValidationError}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.LocationInner","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.LocationInner","text":"Location_inner\n\nLocationInner(; value=nothing)\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.Query","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.Query","text":"Query\n\nQuery(;\n query=nothing,\n filter=nothing,\n top_k=3,\n)\n\n- query::String\n- filter::DocumentMetadataFilter\n- top_k::Int64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryRequest","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryRequest","text":"QueryRequest\n\nQueryRequest(;\n queries=nothing,\n)\n\n- queries::Vector{Query}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryResponse","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryResponse","text":"QueryResponse\n\nQueryResponse(;\n results=nothing,\n)\n\n- results::Vector{QueryResult}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryResult","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryResult","text":"QueryResult\n\nQueryResult(;\n query=nothing,\n results=nothing,\n)\n\n- query::String\n- results::Vector{DocumentChunkWithScore}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding","text":"QueryWithEmbedding\n\nQueryWithEmbedding(;\n query=nothing,\n filter=nothing,\n top_k=3,\n embedding=nothing,\n)\n\n- query::String\n- filter::DocumentMetadataFilter\n- top_k::Int64\n- embedding::Vector{Float64}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.UpsertRequest","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.UpsertRequest","text":"UpsertRequest\n\nUpsertRequest(;\n documents=nothing,\n)\n\n- documents::Vector{Document}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.UpsertResponse","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.UpsertResponse","text":"UpsertResponse\n\nUpsertResponse(;\n ids=nothing,\n)\n\n- ids::Vector{String}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.ValidationError","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.ValidationError","text":"ValidationError\n\nValidationError(;\n loc=nothing,\n msg=nothing,\n type=nothing,\n)\n\n- loc::Vector{LocationInner}\n- msg::String\n- type::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.register-Tuple{HTTP.Handlers.Router, Any}","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.register","text":"Register handlers for all APIs in this module in the supplied Router instance.\n\nParamerets:\n\nrouter: Router to register handlers in\nimpl: module that implements the server methods\n\nOptional parameters:\n\npath_prefix: prefix to be applied to all paths\noptional_middlewares: Register one or more optional middlewares to be applied to all requests.\n\nOptional middlewares can be one or more of: - init: called before the request is processed - pre_validation: called after the request is parsed but before validation - pre_invoke: called after validation but before the handler is invoked - post_invoke: called after the handler is invoked but before the response is sent\n\nThe order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke\n\n\n\n\n\n","category":"method"},{"location":"Providers/Elasticsearch/#Elasticsearch-as-a-vector-storage","page":"Elasticsearch","title":"Elasticsearch as a vector storage","text":"","category":"section"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"docker-compose up","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"If you want to configure a cluster see full instructions","category":"page"},{"location":"#GptSearchPlugin.jl","page":"Home","title":"GptSearchPlugin.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Documentation for GptSearchPlugin.jl","category":"page"},{"location":"Internals/#Internal-functions","page":"Internals","title":"Internal functions","text":"","category":"section"},{"location":"Internals/","page":"Internals","title":"Internals","text":"Modules = [GptSearchPlugin, GptSearchPlugin.AppServer, GptSearchPlugin.AppServer.DataStore]","category":"page"},{"location":"Internals/#GptSearchPlugin.AppServer.create_document_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.create_document_chunks","text":"Create a list of document chunks from a document object and return the document id.\n\nArgs: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.get_document_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.get_document_chunks","text":"Convert a list of documents into a dictionary from document id to list of document chunks.\n\nArgs: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.get_text_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.get_text_chunks","text":"Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.\n\nArgs: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.query_query_post-Tuple{HTTP.Messages.Request, GptSearchPlugin.AppServer.GptPluginServer.QueryRequest}","page":"Internals","title":"GptSearchPlugin.AppServer.query_query_post","text":"invocation: POST /query\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.upsert_post-Tuple{HTTP.Messages.Request}","page":"Internals","title":"GptSearchPlugin.AppServer.upsert_post","text":"invocation: POST /upsert\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.validate_bearer_token-Tuple{HTTP.Messages.Request, String, AbstractSet}","page":"Internals","title":"GptSearchPlugin.AppServer.validate_bearer_token","text":"User authentication\n\nCheck Bearer token\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.delete-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.delete","text":"Removes vectors by ids, filter. Multiple parameters can be used at once.\n\nReturns whether the operation was successful.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.delete_all-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.delete_all","text":"Removes everything in the datastore\n\nReturns whether the operation was successful.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.query-Tuple{AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.Query}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.query","text":"Takes in a list of queries and filters and returns a list of query results with matching document chunks and scores.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.query-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage, AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.query","text":"Takes in a list of queries with embeddings and filters and returns a list of query results with matching document chunks and scores.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.upsert-Tuple{AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.Document}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.upsert","text":"Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.\n\nReturn a list of document ids.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.upsert-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage, Dict{String, <:AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk}}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.upsert","text":"Takes in a list of list of document chunks and inserts them into the database.\n\nReturn a list of document ids.\n\n\n\n\n\n","category":"method"}] } From f537639e62e72a3a9f553fbc6547de43404777da Mon Sep 17 00:00:00 2001 From: "Documenter.jl" Date: Fri, 21 Jul 2023 19:05:21 +0000 Subject: [PATCH 4/9] build based on d7c6947 --- dev/API/index.html | 32 ++++++++++----------- dev/Internals/index.html | 2 +- dev/Providers/Elasticsearch/index.html | 2 +- dev/Providers/Opensearch/docker-compose.yml | 12 ++++++++ dev/Providers/Opensearch/index.html | 2 ++ dev/Providers/index.html | 2 +- dev/index.html | 2 +- dev/search/index.html | 2 +- dev/search_index.js | 2 +- 9 files changed, 36 insertions(+), 22 deletions(-) create mode 100644 dev/Providers/Opensearch/docker-compose.yml create mode 100644 dev/Providers/Opensearch/index.html diff --git a/dev/API/index.html b/dev/API/index.html index 7467093..4485588 100644 --- a/dev/API/index.html +++ b/dev/API/index.html @@ -1,5 +1,5 @@ -API · GptSearchPlugin
          Edit on GitHub

          Generated API documentation

          The code is generated by the OpenAPI generator with the Julia plugin.

          GptSearchPlugin.AppServer.GptPluginServer — Module

          Encapsulates generated server code for GptPluginServer

          The following server methods must be implemented:

          • queryquerypost
            • invocation: POST /query
            • signature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse
          • upsert_post
            • invocation: POST /upsert
            • signature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse
          source
          GptSearchPlugin.AppServer.GptPluginServer.Document — Type

          Document

          Document(;
+API · GptSearchPlugin
          Edit on GitHub
          Generated API documentation
          The code is generated by the OpenAPI generator with the Julia plugin.
          GptSearchPlugin.AppServer.GptPluginServer — Module
          Encapsulates generated server code for GptPluginServer
          The following server methods must be implemented:
          • queryquerypost
            • invocation: POST /query
            • signature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse
          • upsert_post
            • invocation: POST /upsert
            • signature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse
          source
          GptSearchPlugin.AppServer.GptPluginServer.register — Method
          Register handlers for all APIs in this module in the supplied Router instance.
          Paramerets:
          • router: Router to register handlers in
          • impl: module that implements the server methods
          Optional parameters:
          • path_prefix: prefix to be applied to all paths
          • optional_middlewares: Register one or more optional middlewares to be applied to all requests.
          Optional middlewares can be one or more of:     - init: called before the request is processed     - pre_validation: called after the request is parsed but before validation     - pre_invoke: called after validation but before the handler is invoked     - post_invoke: called after the handler is invoked but before the response is sent
          The order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke
          source
          
+- type::String
          source
          GptSearchPlugin.AppServer.GptPluginServer.register — Method

          Register handlers for all APIs in this module in the supplied Router instance.

          Paramerets:

          • router: Router to register handlers in
          • impl: module that implements the server methods

          Optional parameters:

          • path_prefix: prefix to be applied to all paths
          • optional_middlewares: Register one or more optional middlewares to be applied to all requests.

          Optional middlewares can be one or more of: - init: called before the request is processed - pre_validation: called after the request is parsed but before validation - pre_invoke: called after validation but before the handler is invoked - post_invoke: called after the handler is invoked but before the response is sent

          The order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke

          source
          diff --git a/dev/Internals/index.html b/dev/Internals/index.html index 3558980..2d79c9d 100644 --- a/dev/Internals/index.html +++ b/dev/Internals/index.html @@ -1,2 +1,2 @@ -Internals · GptSearchPlugin
          Edit on GitHub

          Internal functions

          GptSearchPlugin.AppServer.create_document_chunks — Function

          Create a list of document chunks from a document object and return the document id.

          Args: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

          Returns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.

          source
          GptSearchPlugin.AppServer.get_document_chunks — Function

          Convert a list of documents into a dictionary from document id to list of document chunks.

          Args: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

          Returns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.

          source
          GptSearchPlugin.AppServer.get_text_chunks — Function

          Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.

          Args: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

          Returns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.

          source
          GptSearchPlugin.AppServer.DataStore.upsert — Method

          Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.

          Return a list of document ids.

          source
          +Internals · GptSearchPlugin
          Edit on GitHub

          Internal functions

          GptSearchPlugin.AppServer.create_document_chunks — Function

          Create a list of document chunks from a document object and return the document id.

          Args: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

          Returns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.

          source
          GptSearchPlugin.AppServer.get_document_chunks — Function

          Convert a list of documents into a dictionary from document id to list of document chunks.

          Args: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

          Returns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.

          source
          GptSearchPlugin.AppServer.get_text_chunks — Function

          Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.

          Args: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

          Returns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.

          source
          GptSearchPlugin.AppServer.DataStore.upsert — Method

          Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.

          Return a list of document ids.

          source
          diff --git a/dev/Providers/Elasticsearch/index.html b/dev/Providers/Elasticsearch/index.html index 5e8ebf6..afa5d5d 100644 --- a/dev/Providers/Elasticsearch/index.html +++ b/dev/Providers/Elasticsearch/index.html @@ -1,2 +1,2 @@ -Elasticsearch · GptSearchPlugin
          Edit on GitHub
          +Elasticsearch · GptSearchPlugin
          Edit on GitHub

          Elasticsearch as a vector storage

          Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:

          docker-compose up

          If you want to configure a cluster see full instructions

          To enable ElasticSearch use:

          export DATASTORE=ELASTICSEARCH
          diff --git a/dev/Providers/Opensearch/docker-compose.yml b/dev/Providers/Opensearch/docker-compose.yml new file mode 100644 index 0000000..a59da28 --- /dev/null +++ b/dev/Providers/Opensearch/docker-compose.yml @@ -0,0 +1,12 @@ +version: '3' +services: + opensearch-node: # This is also the hostname of the container within the Docker network (i.e. https://opensearch-node1/) + image: opensearchproject/opensearch:latest # Specifying the latest available image - modify if you want a specific version + container_name: opensearch-node + environment: + - discovery.type=single-node + - plugins.security.disabled=true + ports: + - 9200:9200 # REST API + - 9600:9600 # Performance Analyzer + diff --git a/dev/Providers/Opensearch/index.html b/dev/Providers/Opensearch/index.html new file mode 100644 index 0000000..2fc1283 --- /dev/null +++ b/dev/Providers/Opensearch/index.html @@ -0,0 +1,2 @@ + +OpenSearch · GptSearchPlugin
          Edit on GitHub

          OpenSearch as a vector storage

          OpenSearch is a search application licensed under Apache 2.0 and available as a cloud solution on AWS. OpenSearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker.

          Use our compose-script and run the following command in a terminal:

          docker-compose up

          If you want to configure a cluster see full instructions

          To enable OpenSearch use:

          export DATASTORE=OPENSEARCH
          diff --git a/dev/Providers/index.html b/dev/Providers/index.html index 8604d74..6f616cd 100644 --- a/dev/Providers/index.html +++ b/dev/Providers/index.html @@ -1,2 +1,2 @@ -Getting Started · GptSearchPlugin
          Edit on GitHub
          +Getting Started · GptSearchPlugin
          Edit on GitHub

          Vector storage service providers

          The plugin uses a vector storage to store the calculated embedding vectors and doing approximate search.

          The plugin can use any storage if it provides it:

          • Store vectors up to 2k in size (for OpenAI embeddings);
          • Add and remove records by a string ID with a vector and metadata;
          • Do an approximate vector search with a distance score.

          See the current implementations of the storage interfaces if you want to create a new one.

          diff --git a/dev/index.html b/dev/index.html index 2882e51..d5d1fc0 100644 --- a/dev/index.html +++ b/dev/index.html @@ -1,2 +1,2 @@ -Home · GptSearchPlugin
          Edit on GitHub
          +Home · GptSearchPlugin
          Edit on GitHub
          diff --git a/dev/search/index.html b/dev/search/index.html index e81a27b..38b072a 100644 --- a/dev/search/index.html +++ b/dev/search/index.html @@ -1,2 +1,2 @@ -Search · GptSearchPlugin

          Loading search...

            +Search · GptSearchPlugin

            Loading search...

              diff --git a/dev/search_index.js b/dev/search_index.js index 52f1b84..065e13c 100644 --- a/dev/search_index.js +++ b/dev/search_index.js @@ -1,3 +1,3 @@ var documenterSearchIndex = {"docs": -[{"location":"Providers/#Vector-storage-service-providers","page":"Getting Started","title":"Vector storage service providers","text":"","category":"section"},{"location":"API/#Generated-API-documentation","page":"API","title":"Generated API documentation","text":"","category":"section"},{"location":"API/","page":"API","title":"API","text":"The code is generated by the OpenAPI generator with the Julia plugin.","category":"page"},{"location":"API/","page":"API","title":"API","text":"Modules = [GptSearchPlugin.AppServer.GptPluginServer]","category":"page"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer","text":"Encapsulates generated server code for GptPluginServer\n\nThe following server methods must be implemented:\n\nqueryquerypost\ninvocation: POST /query\nsignature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse\nupsert_post\ninvocation: POST /upsert\nsignature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse\n\n\n\n\n\n","category":"module"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.Document","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.Document","text":"Document\n\nDocument(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentMetadata\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk","text":"DocumentChunk\n\nDocumentChunk(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n embedding=nothing,\n score=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentChunkMetadata\n- embedding::Vector{Float64}\n- score::Float64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkMetadata","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkMetadata","text":"DocumentChunkMetadata\n\nDocumentChunkMetadata(;\n source=nothing,\n source_id=nothing,\n url=nothing,\n created_at=nothing,\n author=nothing,\n document_id=nothing,\n)\n\n- source::Source\n- source_id::String\n- url::String\n- created_at::String\n- author::String\n- document_id::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkWithScore","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkWithScore","text":"DocumentChunkWithScore\n\nDocumentChunkWithScore(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n embedding=nothing,\n score=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentChunkMetadata\n- embedding::Vector{Float64}\n- score::Float64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadata","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadata","text":"DocumentMetadata\n\nDocumentMetadata(;\n source=nothing,\n source_id=nothing,\n url=nothing,\n created_at=nothing,\n author=nothing,\n)\n\n- source::Source\n- source_id::String\n- url::String\n- created_at::String\n- author::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadataFilter","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadataFilter","text":"DocumentMetadataFilter\n\nDocumentMetadataFilter(;\n document_id=nothing,\n source=nothing,\n source_id=nothing,\n author=nothing,\n start_date=nothing,\n end_date=nothing,\n)\n\n- document_id::String\n- source::Source\n- source_id::String\n- author::String\n- start_date::String\n- end_date::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.HTTPValidationError","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.HTTPValidationError","text":"HTTPValidationError\n\nHTTPValidationError(;\n detail=nothing,\n)\n\n- detail::Vector{ValidationError}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.LocationInner","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.LocationInner","text":"Location_inner\n\nLocationInner(; value=nothing)\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.Query","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.Query","text":"Query\n\nQuery(;\n query=nothing,\n filter=nothing,\n top_k=3,\n)\n\n- query::String\n- filter::DocumentMetadataFilter\n- top_k::Int64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryRequest","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryRequest","text":"QueryRequest\n\nQueryRequest(;\n queries=nothing,\n)\n\n- queries::Vector{Query}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryResponse","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryResponse","text":"QueryResponse\n\nQueryResponse(;\n results=nothing,\n)\n\n- results::Vector{QueryResult}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryResult","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryResult","text":"QueryResult\n\nQueryResult(;\n query=nothing,\n results=nothing,\n)\n\n- query::String\n- results::Vector{DocumentChunkWithScore}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding","text":"QueryWithEmbedding\n\nQueryWithEmbedding(;\n query=nothing,\n filter=nothing,\n top_k=3,\n embedding=nothing,\n)\n\n- query::String\n- filter::DocumentMetadataFilter\n- top_k::Int64\n- embedding::Vector{Float64}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.UpsertRequest","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.UpsertRequest","text":"UpsertRequest\n\nUpsertRequest(;\n documents=nothing,\n)\n\n- documents::Vector{Document}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.UpsertResponse","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.UpsertResponse","text":"UpsertResponse\n\nUpsertResponse(;\n ids=nothing,\n)\n\n- ids::Vector{String}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.ValidationError","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.ValidationError","text":"ValidationError\n\nValidationError(;\n loc=nothing,\n msg=nothing,\n type=nothing,\n)\n\n- loc::Vector{LocationInner}\n- msg::String\n- type::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.register-Tuple{HTTP.Handlers.Router, Any}","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.register","text":"Register handlers for all APIs in this module in the supplied Router instance.\n\nParamerets:\n\nrouter: Router to register handlers in\nimpl: module that implements the server methods\n\nOptional parameters:\n\npath_prefix: prefix to be applied to all paths\noptional_middlewares: Register one or more optional middlewares to be applied to all requests.\n\nOptional middlewares can be one or more of: - init: called before the request is processed - pre_validation: called after the request is parsed but before validation - pre_invoke: called after validation but before the handler is invoked - post_invoke: called after the handler is invoked but before the response is sent\n\nThe order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke\n\n\n\n\n\n","category":"method"},{"location":"Providers/Elasticsearch/#Elasticsearch-as-a-vector-storage","page":"Elasticsearch","title":"Elasticsearch as a vector storage","text":"","category":"section"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"docker-compose up","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"If you want to configure a cluster see full instructions","category":"page"},{"location":"#GptSearchPlugin.jl","page":"Home","title":"GptSearchPlugin.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Documentation for GptSearchPlugin.jl","category":"page"},{"location":"Internals/#Internal-functions","page":"Internals","title":"Internal functions","text":"","category":"section"},{"location":"Internals/","page":"Internals","title":"Internals","text":"Modules = [GptSearchPlugin, GptSearchPlugin.AppServer, GptSearchPlugin.AppServer.DataStore]","category":"page"},{"location":"Internals/#GptSearchPlugin.AppServer.create_document_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.create_document_chunks","text":"Create a list of document chunks from a document object and return the document id.\n\nArgs: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.get_document_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.get_document_chunks","text":"Convert a list of documents into a dictionary from document id to list of document chunks.\n\nArgs: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.get_text_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.get_text_chunks","text":"Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.\n\nArgs: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.query_query_post-Tuple{HTTP.Messages.Request, GptSearchPlugin.AppServer.GptPluginServer.QueryRequest}","page":"Internals","title":"GptSearchPlugin.AppServer.query_query_post","text":"invocation: POST /query\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.upsert_post-Tuple{HTTP.Messages.Request}","page":"Internals","title":"GptSearchPlugin.AppServer.upsert_post","text":"invocation: POST /upsert\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.validate_bearer_token-Tuple{HTTP.Messages.Request, String, AbstractSet}","page":"Internals","title":"GptSearchPlugin.AppServer.validate_bearer_token","text":"User authentication\n\nCheck Bearer token\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.delete-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.delete","text":"Removes vectors by ids, filter. Multiple parameters can be used at once.\n\nReturns whether the operation was successful.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.delete_all-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.delete_all","text":"Removes everything in the datastore\n\nReturns whether the operation was successful.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.query-Tuple{AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.Query}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.query","text":"Takes in a list of queries and filters and returns a list of query results with matching document chunks and scores.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.query-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage, AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.query","text":"Takes in a list of queries with embeddings and filters and returns a list of query results with matching document chunks and scores.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.upsert-Tuple{AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.Document}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.upsert","text":"Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.\n\nReturn a list of document ids.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.upsert-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage, Dict{String, <:AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk}}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.upsert","text":"Takes in a list of list of document chunks and inserts them into the database.\n\nReturn a list of document ids.\n\n\n\n\n\n","category":"method"}] +[{"location":"Providers/#Vector-storage-service-providers","page":"Getting Started","title":"Vector storage service providers","text":"","category":"section"},{"location":"Providers/","page":"Getting Started","title":"Getting Started","text":"The plugin uses a vector storage to store the calculated embedding vectors and doing approximate search.","category":"page"},{"location":"Providers/","page":"Getting Started","title":"Getting Started","text":"The plugin can use any storage if it provides it:","category":"page"},{"location":"Providers/","page":"Getting Started","title":"Getting Started","text":"Store vectors up to 2k in size (for OpenAI embeddings);\nAdd and remove records by a string ID with a vector and metadata;\nDo an approximate vector search with a distance score.","category":"page"},{"location":"Providers/","page":"Getting Started","title":"Getting Started","text":"See the current implementations of the storage interfaces if you want to create a new one.","category":"page"},{"location":"API/#Generated-API-documentation","page":"API","title":"Generated API documentation","text":"","category":"section"},{"location":"API/","page":"API","title":"API","text":"The code is generated by the OpenAPI generator with the Julia plugin.","category":"page"},{"location":"API/","page":"API","title":"API","text":"Modules = [GptSearchPlugin.AppServer.GptPluginServer]","category":"page"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer","text":"Encapsulates generated server code for GptPluginServer\n\nThe following server methods must be implemented:\n\nqueryquerypost\ninvocation: POST /query\nsignature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse\nupsert_post\ninvocation: POST /upsert\nsignature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse\n\n\n\n\n\n","category":"module"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.Document","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.Document","text":"Document\n\nDocument(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentMetadata\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk","text":"DocumentChunk\n\nDocumentChunk(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n embedding=nothing,\n score=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentChunkMetadata\n- embedding::Vector{Float64}\n- score::Float64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkMetadata","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkMetadata","text":"DocumentChunkMetadata\n\nDocumentChunkMetadata(;\n source=nothing,\n source_id=nothing,\n url=nothing,\n created_at=nothing,\n author=nothing,\n document_id=nothing,\n)\n\n- source::Source\n- source_id::String\n- url::String\n- created_at::String\n- author::String\n- document_id::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkWithScore","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkWithScore","text":"DocumentChunkWithScore\n\nDocumentChunkWithScore(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n embedding=nothing,\n score=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentChunkMetadata\n- embedding::Vector{Float64}\n- score::Float64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadata","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadata","text":"DocumentMetadata\n\nDocumentMetadata(;\n source=nothing,\n source_id=nothing,\n url=nothing,\n created_at=nothing,\n author=nothing,\n)\n\n- source::Source\n- source_id::String\n- url::String\n- created_at::String\n- author::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadataFilter","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadataFilter","text":"DocumentMetadataFilter\n\nDocumentMetadataFilter(;\n document_id=nothing,\n source=nothing,\n source_id=nothing,\n author=nothing,\n start_date=nothing,\n end_date=nothing,\n)\n\n- document_id::String\n- source::Source\n- source_id::String\n- author::String\n- start_date::String\n- end_date::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.HTTPValidationError","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.HTTPValidationError","text":"HTTPValidationError\n\nHTTPValidationError(;\n detail=nothing,\n)\n\n- detail::Vector{ValidationError}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.LocationInner","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.LocationInner","text":"Location_inner\n\nLocationInner(; value=nothing)\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.Query","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.Query","text":"Query\n\nQuery(;\n query=nothing,\n filter=nothing,\n top_k=3,\n)\n\n- query::String\n- filter::DocumentMetadataFilter\n- top_k::Int64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryRequest","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryRequest","text":"QueryRequest\n\nQueryRequest(;\n queries=nothing,\n)\n\n- queries::Vector{Query}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryResponse","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryResponse","text":"QueryResponse\n\nQueryResponse(;\n results=nothing,\n)\n\n- results::Vector{QueryResult}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryResult","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryResult","text":"QueryResult\n\nQueryResult(;\n query=nothing,\n results=nothing,\n)\n\n- query::String\n- results::Vector{DocumentChunkWithScore}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding","text":"QueryWithEmbedding\n\nQueryWithEmbedding(;\n query=nothing,\n filter=nothing,\n top_k=3,\n embedding=nothing,\n)\n\n- query::String\n- filter::DocumentMetadataFilter\n- top_k::Int64\n- embedding::Vector{Float64}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.UpsertRequest","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.UpsertRequest","text":"UpsertRequest\n\nUpsertRequest(;\n documents=nothing,\n)\n\n- documents::Vector{Document}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.UpsertResponse","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.UpsertResponse","text":"UpsertResponse\n\nUpsertResponse(;\n ids=nothing,\n)\n\n- ids::Vector{String}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.ValidationError","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.ValidationError","text":"ValidationError\n\nValidationError(;\n loc=nothing,\n msg=nothing,\n type=nothing,\n)\n\n- loc::Vector{LocationInner}\n- msg::String\n- type::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.register-Tuple{HTTP.Handlers.Router, Any}","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.register","text":"Register handlers for all APIs in this module in the supplied Router instance.\n\nParamerets:\n\nrouter: Router to register handlers in\nimpl: module that implements the server methods\n\nOptional parameters:\n\npath_prefix: prefix to be applied to all paths\noptional_middlewares: Register one or more optional middlewares to be applied to all requests.\n\nOptional middlewares can be one or more of: - init: called before the request is processed - pre_validation: called after the request is parsed but before validation - pre_invoke: called after validation but before the handler is invoked - post_invoke: called after the handler is invoked but before the response is sent\n\nThe order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke\n\n\n\n\n\n","category":"method"},{"location":"Providers/Elasticsearch/#Elasticsearch-as-a-vector-storage","page":"Elasticsearch","title":"Elasticsearch as a vector storage","text":"","category":"section"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"docker-compose up","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"If you want to configure a cluster see full instructions","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"To enable ElasticSearch use:","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"export DATASTORE=ELASTICSEARCH","category":"page"},{"location":"Providers/Opensearch/#OpenSearch-as-a-vector-storage","page":"OpenSearch","title":"OpenSearch as a vector storage","text":"","category":"section"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"OpenSearch is a search application licensed under Apache 2.0 and available as a cloud solution on AWS. OpenSearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker.","category":"page"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"Use our compose-script and run the following command in a terminal:","category":"page"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"docker-compose up","category":"page"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"If you want to configure a cluster see full instructions","category":"page"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"To enable OpenSearch use:","category":"page"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"export DATASTORE=OPENSEARCH","category":"page"},{"location":"#GptSearchPlugin.jl","page":"Home","title":"GptSearchPlugin.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Documentation for GptSearchPlugin.jl","category":"page"},{"location":"Internals/#Internal-functions","page":"Internals","title":"Internal functions","text":"","category":"section"},{"location":"Internals/","page":"Internals","title":"Internals","text":"Modules = [GptSearchPlugin, GptSearchPlugin.AppServer, GptSearchPlugin.AppServer.DataStore]","category":"page"},{"location":"Internals/#GptSearchPlugin.AppServer.create_document_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.create_document_chunks","text":"Create a list of document chunks from a document object and return the document id.\n\nArgs: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.get_document_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.get_document_chunks","text":"Convert a list of documents into a dictionary from document id to list of document chunks.\n\nArgs: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.get_text_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.get_text_chunks","text":"Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.\n\nArgs: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.query_query_post-Tuple{HTTP.Messages.Request, GptSearchPlugin.AppServer.GptPluginServer.QueryRequest}","page":"Internals","title":"GptSearchPlugin.AppServer.query_query_post","text":"invocation: POST /query\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.upsert_post-Tuple{HTTP.Messages.Request}","page":"Internals","title":"GptSearchPlugin.AppServer.upsert_post","text":"invocation: POST /upsert\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.validate_bearer_token-Tuple{HTTP.Messages.Request, String, AbstractSet}","page":"Internals","title":"GptSearchPlugin.AppServer.validate_bearer_token","text":"User authentication\n\nCheck Bearer token\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.delete-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.delete","text":"Removes vectors by ids, filter. Multiple parameters can be used at once.\n\nReturns whether the operation was successful.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.delete_all-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.delete_all","text":"Removes everything in the datastore\n\nReturns whether the operation was successful.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.query-Tuple{AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.Query}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.query","text":"Takes in a list of queries and filters and returns a list of query results with matching document chunks and scores.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.query-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage, AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.query","text":"Takes in a list of queries with embeddings and filters and returns a list of query results with matching document chunks and scores.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.upsert-Tuple{AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.Document}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.upsert","text":"Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.\n\nReturn a list of document ids.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.upsert-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage, Dict{String, <:AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk}}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.upsert","text":"Takes in a list of list of document chunks and inserts them into the database.\n\nReturn a list of document ids.\n\n\n\n\n\n","category":"method"}] } From b3a38748133aae004049158620a56b00d7f3d9b6 Mon Sep 17 00:00:00 2001 From: "Documenter.jl" Date: Tue, 8 Aug 2023 16:22:00 +0000 Subject: [PATCH 5/9] build based on ba0468b --- dev/API/index.html | 32 +++++++++++++------------- dev/Internals/index.html | 2 +- dev/Providers/Elasticsearch/index.html | 2 +- dev/Providers/Opensearch/index.html | 2 +- dev/Providers/index.html | 2 +- dev/index.html | 2 +- dev/search/index.html | 2 +- 7 files changed, 22 insertions(+), 22 deletions(-) diff --git a/dev/API/index.html b/dev/API/index.html index 4485588..dee0850 100644 --- a/dev/API/index.html +++ b/dev/API/index.html @@ -1,5 +1,5 @@ -API · GptSearchPlugin
              Edit on GitHub

              Generated API documentation

              The code is generated by the OpenAPI generator with the Julia plugin.

              GptSearchPlugin.AppServer.GptPluginServer — Module

              Encapsulates generated server code for GptPluginServer

              The following server methods must be implemented:

              • queryquerypost
                • invocation: POST /query
                • signature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse
              • upsert_post
                • invocation: POST /upsert
                • signature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse
              source
              GptSearchPlugin.AppServer.GptPluginServer.Document — Type

              Document

              Document(;
+API · GptSearchPlugin
              Edit on GitHub
              Generated API documentation
              The code is generated by the OpenAPI generator with the Julia plugin.
              GptSearchPlugin.AppServer.GptPluginServer — Module
              Encapsulates generated server code for GptPluginServer
              The following server methods must be implemented:
              • queryquerypost
                • invocation: POST /query
                • signature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse
              • upsert_post
                • invocation: POST /upsert
                • signature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse
              source
              GptSearchPlugin.AppServer.GptPluginServer.register — Method
              Register handlers for all APIs in this module in the supplied Router instance.
              Paramerets:
              • router: Router to register handlers in
              • impl: module that implements the server methods
              Optional parameters:
              • path_prefix: prefix to be applied to all paths
              • optional_middlewares: Register one or more optional middlewares to be applied to all requests.
              Optional middlewares can be one or more of:     - init: called before the request is processed     - pre_validation: called after the request is parsed but before validation     - pre_invoke: called after validation but before the handler is invoked     - post_invoke: called after the handler is invoked but before the response is sent
              The order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke
              source
              
+- type::String
              source
              GptSearchPlugin.AppServer.GptPluginServer.register — Method

              Register handlers for all APIs in this module in the supplied Router instance.

              Paramerets:

              • router: Router to register handlers in
              • impl: module that implements the server methods

              Optional parameters:

              • path_prefix: prefix to be applied to all paths
              • optional_middlewares: Register one or more optional middlewares to be applied to all requests.

              Optional middlewares can be one or more of: - init: called before the request is processed - pre_validation: called after the request is parsed but before validation - pre_invoke: called after validation but before the handler is invoked - post_invoke: called after the handler is invoked but before the response is sent

              The order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke

              source
              diff --git a/dev/Internals/index.html b/dev/Internals/index.html index 2d79c9d..5b1e1c8 100644 --- a/dev/Internals/index.html +++ b/dev/Internals/index.html @@ -1,2 +1,2 @@ -Internals · GptSearchPlugin
              Edit on GitHub

              Internal functions

              GptSearchPlugin.AppServer.create_document_chunks — Function

              Create a list of document chunks from a document object and return the document id.

              Args: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

              Returns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.

              source
              GptSearchPlugin.AppServer.get_document_chunks — Function

              Convert a list of documents into a dictionary from document id to list of document chunks.

              Args: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

              Returns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.

              source
              GptSearchPlugin.AppServer.get_text_chunks — Function

              Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.

              Args: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

              Returns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.

              source
              GptSearchPlugin.AppServer.DataStore.upsert — Method

              Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.

              Return a list of document ids.

              source
              +Internals · GptSearchPlugin
              Edit on GitHub

              Internal functions

              GptSearchPlugin.AppServer.create_document_chunks — Function

              Create a list of document chunks from a document object and return the document id.

              Args: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

              Returns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.

              source
              GptSearchPlugin.AppServer.get_document_chunks — Function

              Convert a list of documents into a dictionary from document id to list of document chunks.

              Args: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

              Returns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.

              source
              GptSearchPlugin.AppServer.get_text_chunks — Function

              Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.

              Args: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

              Returns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.

              source
              GptSearchPlugin.AppServer.DataStore.upsert — Method

              Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.

              Return a list of document ids.

              source
              diff --git a/dev/Providers/Elasticsearch/index.html b/dev/Providers/Elasticsearch/index.html index afa5d5d..413907a 100644 --- a/dev/Providers/Elasticsearch/index.html +++ b/dev/Providers/Elasticsearch/index.html @@ -1,2 +1,2 @@ -Elasticsearch · GptSearchPlugin
              Edit on GitHub

              Elasticsearch as a vector storage

              Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:

              docker-compose up

              If you want to configure a cluster see full instructions

              To enable ElasticSearch use:

              export DATASTORE=ELASTICSEARCH
              +Elasticsearch · GptSearchPlugin
              Edit on GitHub

              Elasticsearch as a vector storage

              Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:

              docker-compose up

              If you want to configure a cluster see full instructions

              To enable ElasticSearch use:

              export DATASTORE=ELASTICSEARCH
              diff --git a/dev/Providers/Opensearch/index.html b/dev/Providers/Opensearch/index.html index 2fc1283..d2747a8 100644 --- a/dev/Providers/Opensearch/index.html +++ b/dev/Providers/Opensearch/index.html @@ -1,2 +1,2 @@ -OpenSearch · GptSearchPlugin
              Edit on GitHub

              OpenSearch as a vector storage

              OpenSearch is a search application licensed under Apache 2.0 and available as a cloud solution on AWS. OpenSearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker.

              Use our compose-script and run the following command in a terminal:

              docker-compose up

              If you want to configure a cluster see full instructions

              To enable OpenSearch use:

              export DATASTORE=OPENSEARCH
              +OpenSearch · GptSearchPlugin
              Edit on GitHub

              OpenSearch as a vector storage

              OpenSearch is a search application licensed under Apache 2.0 and available as a cloud solution on AWS. OpenSearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker.

              Use our compose-script and run the following command in a terminal:

              docker-compose up

              If you want to configure a cluster see full instructions

              To enable OpenSearch use:

              export DATASTORE=OPENSEARCH
              diff --git a/dev/Providers/index.html b/dev/Providers/index.html index 6f616cd..38c8f25 100644 --- a/dev/Providers/index.html +++ b/dev/Providers/index.html @@ -1,2 +1,2 @@ -Getting Started · GptSearchPlugin
              Edit on GitHub

              Vector storage service providers

              The plugin uses a vector storage to store the calculated embedding vectors and doing approximate search.

              The plugin can use any storage if it provides it:

              • Store vectors up to 2k in size (for OpenAI embeddings);
              • Add and remove records by a string ID with a vector and metadata;
              • Do an approximate vector search with a distance score.

              See the current implementations of the storage interfaces if you want to create a new one.

              +Getting Started · GptSearchPlugin
              Edit on GitHub

              Vector storage service providers

              The plugin uses a vector storage to store the calculated embedding vectors and doing approximate search.

              The plugin can use any storage if it provides it:

              • Store vectors up to 2k in size (for OpenAI embeddings);
              • Add and remove records by a string ID with a vector and metadata;
              • Do an approximate vector search with a distance score.

              See the current implementations of the storage interfaces if you want to create a new one.

              diff --git a/dev/index.html b/dev/index.html index d5d1fc0..8848f4d 100644 --- a/dev/index.html +++ b/dev/index.html @@ -1,2 +1,2 @@ -Home · GptSearchPlugin
              Edit on GitHub
              +Home · GptSearchPlugin
              Edit on GitHub
              diff --git a/dev/search/index.html b/dev/search/index.html index 38b072a..199bf97 100644 --- a/dev/search/index.html +++ b/dev/search/index.html @@ -1,2 +1,2 @@ -Search · GptSearchPlugin

              Loading search...

                +Search · GptSearchPlugin

                Loading search...

                  From 6faf7775e2bc64184685f40ee6a5c4c8737a232b Mon Sep 17 00:00:00 2001 From: "Documenter.jl" Date: Tue, 8 Aug 2023 22:42:35 +0000 Subject: [PATCH 6/9] build based on 86b9ff4 --- dev/API/index.html | 32 +++++++++++++------------- dev/Internals/index.html | 2 +- dev/Providers/Elasticsearch/index.html | 2 +- dev/Providers/Opensearch/index.html | 2 +- dev/Providers/index.html | 2 +- dev/index.html | 2 +- dev/search/index.html | 2 +- 7 files changed, 22 insertions(+), 22 deletions(-) diff --git a/dev/API/index.html b/dev/API/index.html index dee0850..4d9b41b 100644 --- a/dev/API/index.html +++ b/dev/API/index.html @@ -1,5 +1,5 @@ -API · GptSearchPlugin
                  Edit on GitHub

                  Generated API documentation

                  The code is generated by the OpenAPI generator with the Julia plugin.

                  GptSearchPlugin.AppServer.GptPluginServer — Module

                  Encapsulates generated server code for GptPluginServer

                  The following server methods must be implemented:

                  • queryquerypost
                    • invocation: POST /query
                    • signature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse
                  • upsert_post
                    • invocation: POST /upsert
                    • signature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse
                  source
                  GptSearchPlugin.AppServer.GptPluginServer.Document — Type

                  Document

                  Document(;
+API · GptSearchPlugin
                  Edit on GitHub
                  Generated API documentation
                  The code is generated by the OpenAPI generator with the Julia plugin.
                  GptSearchPlugin.AppServer.GptPluginServer — Module
                  Encapsulates generated server code for GptPluginServer
                  The following server methods must be implemented:
                  • queryquerypost
                    • invocation: POST /query
                    • signature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse
                  • upsert_post
                    • invocation: POST /upsert
                    • signature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse
                  source
                  GptSearchPlugin.AppServer.GptPluginServer.register — Method
                  Register handlers for all APIs in this module in the supplied Router instance.
                  Paramerets:
                  • router: Router to register handlers in
                  • impl: module that implements the server methods
                  Optional parameters:
                  • path_prefix: prefix to be applied to all paths
                  • optional_middlewares: Register one or more optional middlewares to be applied to all requests.
                  Optional middlewares can be one or more of:     - init: called before the request is processed     - pre_validation: called after the request is parsed but before validation     - pre_invoke: called after validation but before the handler is invoked     - post_invoke: called after the handler is invoked but before the response is sent
                  The order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke
                  source
                  
+- type::String
                  source
                  GptSearchPlugin.AppServer.GptPluginServer.register — Method

                  Register handlers for all APIs in this module in the supplied Router instance.

                  Paramerets:

                  • router: Router to register handlers in
                  • impl: module that implements the server methods

                  Optional parameters:

                  • path_prefix: prefix to be applied to all paths
                  • optional_middlewares: Register one or more optional middlewares to be applied to all requests.

                  Optional middlewares can be one or more of: - init: called before the request is processed - pre_validation: called after the request is parsed but before validation - pre_invoke: called after validation but before the handler is invoked - post_invoke: called after the handler is invoked but before the response is sent

                  The order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke

                  source
                  diff --git a/dev/Internals/index.html b/dev/Internals/index.html index 5b1e1c8..2346f20 100644 --- a/dev/Internals/index.html +++ b/dev/Internals/index.html @@ -1,2 +1,2 @@ -Internals · GptSearchPlugin
                  Edit on GitHub

                  Internal functions

                  GptSearchPlugin.AppServer.create_document_chunks — Function

                  Create a list of document chunks from a document object and return the document id.

                  Args: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                  Returns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.

                  source
                  GptSearchPlugin.AppServer.get_document_chunks — Function

                  Convert a list of documents into a dictionary from document id to list of document chunks.

                  Args: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                  Returns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.

                  source
                  GptSearchPlugin.AppServer.get_text_chunks — Function

                  Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.

                  Args: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                  Returns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.

                  source
                  GptSearchPlugin.AppServer.DataStore.upsert — Method

                  Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.

                  Return a list of document ids.

                  source
                  +Internals · GptSearchPlugin
                  Edit on GitHub

                  Internal functions

                  GptSearchPlugin.AppServer.create_document_chunks — Function

                  Create a list of document chunks from a document object and return the document id.

                  Args: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                  Returns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.

                  source
                  GptSearchPlugin.AppServer.get_document_chunks — Function

                  Convert a list of documents into a dictionary from document id to list of document chunks.

                  Args: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                  Returns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.

                  source
                  GptSearchPlugin.AppServer.get_text_chunks — Function

                  Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.

                  Args: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                  Returns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.

                  source
                  GptSearchPlugin.AppServer.DataStore.upsert — Method

                  Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.

                  Return a list of document ids.

                  source
                  diff --git a/dev/Providers/Elasticsearch/index.html b/dev/Providers/Elasticsearch/index.html index 413907a..a95cadf 100644 --- a/dev/Providers/Elasticsearch/index.html +++ b/dev/Providers/Elasticsearch/index.html @@ -1,2 +1,2 @@ -Elasticsearch · GptSearchPlugin
                  Edit on GitHub

                  Elasticsearch as a vector storage

                  Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:

                  docker-compose up

                  If you want to configure a cluster see full instructions

                  To enable ElasticSearch use:

                  export DATASTORE=ELASTICSEARCH
                  +Elasticsearch · GptSearchPlugin
                  Edit on GitHub

                  Elasticsearch as a vector storage

                  Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:

                  docker-compose up

                  If you want to configure a cluster see full instructions

                  To enable ElasticSearch use:

                  export DATASTORE=ELASTICSEARCH
                  diff --git a/dev/Providers/Opensearch/index.html b/dev/Providers/Opensearch/index.html index d2747a8..6d88616 100644 --- a/dev/Providers/Opensearch/index.html +++ b/dev/Providers/Opensearch/index.html @@ -1,2 +1,2 @@ -OpenSearch · GptSearchPlugin
                  Edit on GitHub

                  OpenSearch as a vector storage

                  OpenSearch is a search application licensed under Apache 2.0 and available as a cloud solution on AWS. OpenSearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker.

                  Use our compose-script and run the following command in a terminal:

                  docker-compose up

                  If you want to configure a cluster see full instructions

                  To enable OpenSearch use:

                  export DATASTORE=OPENSEARCH
                  +OpenSearch · GptSearchPlugin
                  Edit on GitHub

                  OpenSearch as a vector storage

                  OpenSearch is a search application licensed under Apache 2.0 and available as a cloud solution on AWS. OpenSearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker.

                  Use our compose-script and run the following command in a terminal:

                  docker-compose up

                  If you want to configure a cluster see full instructions

                  To enable OpenSearch use:

                  export DATASTORE=OPENSEARCH
                  diff --git a/dev/Providers/index.html b/dev/Providers/index.html index 38c8f25..2ec2b92 100644 --- a/dev/Providers/index.html +++ b/dev/Providers/index.html @@ -1,2 +1,2 @@ -Getting Started · GptSearchPlugin
                  Edit on GitHub

                  Vector storage service providers

                  The plugin uses a vector storage to store the calculated embedding vectors and doing approximate search.

                  The plugin can use any storage if it provides it:

                  • Store vectors up to 2k in size (for OpenAI embeddings);
                  • Add and remove records by a string ID with a vector and metadata;
                  • Do an approximate vector search with a distance score.

                  See the current implementations of the storage interfaces if you want to create a new one.

                  +Getting Started · GptSearchPlugin
                  Edit on GitHub

                  Vector storage service providers

                  The plugin uses a vector storage to store the calculated embedding vectors and doing approximate search.

                  The plugin can use any storage if it provides it:

                  • Store vectors up to 2k in size (for OpenAI embeddings);
                  • Add and remove records by a string ID with a vector and metadata;
                  • Do an approximate vector search with a distance score.

                  See the current implementations of the storage interfaces if you want to create a new one.

                  diff --git a/dev/index.html b/dev/index.html index 8848f4d..76117dc 100644 --- a/dev/index.html +++ b/dev/index.html @@ -1,2 +1,2 @@ -Home · GptSearchPlugin
                  Edit on GitHub
                  +Home · GptSearchPlugin
                  Edit on GitHub
                  diff --git a/dev/search/index.html b/dev/search/index.html index 199bf97..6f3ddd4 100644 --- a/dev/search/index.html +++ b/dev/search/index.html @@ -1,2 +1,2 @@ -Search · GptSearchPlugin

                  Loading search...

                    +Search · GptSearchPlugin

                    Loading search...

                      From 92e1d12e0b84047b777e88d46361b7e0c533710b Mon Sep 17 00:00:00 2001 From: "Documenter.jl" Date: Mon, 14 Aug 2023 14:17:08 +0000 Subject: [PATCH 7/9] build based on 99d5fcf --- dev/API/index.html | 44 ++++++++++++++++---------- dev/Internals/index.html | 2 +- dev/Providers/Elasticsearch/index.html | 2 +- dev/Providers/Opensearch/index.html | 2 +- dev/Providers/index.html | 2 +- dev/index.html | 2 +- dev/search/index.html | 2 +- dev/search_index.js | 2 +- 8 files changed, 35 insertions(+), 23 deletions(-) diff --git a/dev/API/index.html b/dev/API/index.html index 4d9b41b..970c9cc 100644 --- a/dev/API/index.html +++ b/dev/API/index.html @@ -1,5 +1,17 @@ -API · GptSearchPlugin
                      Edit on GitHub

                      Generated API documentation

                      The code is generated by the OpenAPI generator with the Julia plugin.

                      GptSearchPlugin.AppServer.GptPluginServer — Module

                      Encapsulates generated server code for GptPluginServer

                      The following server methods must be implemented:

                      • queryquerypost
                        • invocation: POST /query
                        • signature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse
                      • upsert_post
                        • invocation: POST /upsert
                        • signature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse
                      source
                      GptSearchPlugin.AppServer.GptPluginServer.Document — Type

                      Document

                      Document(;
+API · GptSearchPlugin
                      Edit on GitHub
                      Generated API documentation
                      The code is generated by the OpenAPI generator with the Julia plugin.
                      GptSearchPlugin.AppServer.GptPluginServer — Module
                      Encapsulates generated server code for GptPluginServer
                      The following server methods must be implemented:
                      • delete_docs
                        • invocation: DELETE /delete
                        • signature: deletedocs(req::HTTP.Request, deleterequest::DeleteRequest;) -> DeleteResponse
                      • query_post
                        • invocation: POST /query
                        • signature: querypost(req::HTTP.Request, queryrequest::QueryRequest;) -> QueryResponse
                      • upsert_post
                        • invocation: POST /upsert
                        • signature: upsertpost(req::HTTP.Request, upsertrequest::UpsertRequest;) -> UpsertResponse
                      source
                      GptSearchPlugin.AppServer.GptPluginServer.register — Method
                      Register handlers for all APIs in this module in the supplied Router instance.
                      Paramerets:
                      • router: Router to register handlers in
                      • impl: module that implements the server methods
                      Optional parameters:
                      • path_prefix: prefix to be applied to all paths
                      • optional_middlewares: Register one or more optional middlewares to be applied to all requests.
                      Optional middlewares can be one or more of:     - init: called before the request is processed     - pre_validation: called after the request is parsed but before validation     - pre_invoke: called after validation but before the handler is invoked     - post_invoke: called after the handler is invoked but before the response is sent
                      The order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke
                      source
                      
+- type::String
                      source
                      GptSearchPlugin.AppServer.GptPluginServer.register — Method

                      Register handlers for all APIs in this module in the supplied Router instance.

                      Paramerets:

                      • router: Router to register handlers in
                      • impl: module that implements the server methods

                      Optional parameters:

                      • path_prefix: prefix to be applied to all paths
                      • optional_middlewares: Register one or more optional middlewares to be applied to all requests.

                      Optional middlewares can be one or more of: - init: called before the request is processed - pre_validation: called after the request is parsed but before validation - pre_invoke: called after validation but before the handler is invoked - post_invoke: called after the handler is invoked but before the response is sent

                      The order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke

                      source
                      diff --git a/dev/Internals/index.html b/dev/Internals/index.html index 2346f20..9611488 100644 --- a/dev/Internals/index.html +++ b/dev/Internals/index.html @@ -1,2 +1,2 @@ -Internals · GptSearchPlugin
                      Edit on GitHub

                      Internal functions

                      GptSearchPlugin.AppServer.create_document_chunks — Function

                      Create a list of document chunks from a document object and return the document id.

                      Args: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                      Returns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.

                      source
                      GptSearchPlugin.AppServer.get_document_chunks — Function

                      Convert a list of documents into a dictionary from document id to list of document chunks.

                      Args: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                      Returns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.

                      source
                      GptSearchPlugin.AppServer.get_text_chunks — Function

                      Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.

                      Args: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                      Returns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.

                      source
                      GptSearchPlugin.AppServer.DataStore.upsert — Method

                      Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.

                      Return a list of document ids.

                      source
                      +Internals · GptSearchPlugin
                      Edit on GitHub

                      Internal functions

                      GptSearchPlugin.AppServer.create_document_chunks — Function

                      Create a list of document chunks from a document object and return the document id.

                      Args: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                      Returns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.

                      source
                      GptSearchPlugin.AppServer.get_document_chunks — Function

                      Convert a list of documents into a dictionary from document id to list of document chunks.

                      Args: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                      Returns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.

                      source
                      GptSearchPlugin.AppServer.get_text_chunks — Function

                      Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.

                      Args: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                      Returns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.

                      source
                      GptSearchPlugin.AppServer.DataStore.upsert — Method

                      Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.

                      Return a list of document ids.

                      source
                      diff --git a/dev/Providers/Elasticsearch/index.html b/dev/Providers/Elasticsearch/index.html index a95cadf..5f3a388 100644 --- a/dev/Providers/Elasticsearch/index.html +++ b/dev/Providers/Elasticsearch/index.html @@ -1,2 +1,2 @@ -Elasticsearch · GptSearchPlugin
                      Edit on GitHub

                      Elasticsearch as a vector storage

                      Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:

                      docker-compose up

                      If you want to configure a cluster see full instructions

                      To enable ElasticSearch use:

                      export DATASTORE=ELASTICSEARCH
                      +Elasticsearch · GptSearchPlugin
                      Edit on GitHub

                      Elasticsearch as a vector storage

                      Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:

                      docker-compose up

                      If you want to configure a cluster see full instructions

                      To enable ElasticSearch use:

                      export DATASTORE=ELASTICSEARCH
                      diff --git a/dev/Providers/Opensearch/index.html b/dev/Providers/Opensearch/index.html index 6d88616..93c7a58 100644 --- a/dev/Providers/Opensearch/index.html +++ b/dev/Providers/Opensearch/index.html @@ -1,2 +1,2 @@ -OpenSearch · GptSearchPlugin
                      Edit on GitHub

                      OpenSearch as a vector storage

                      OpenSearch is a search application licensed under Apache 2.0 and available as a cloud solution on AWS. OpenSearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker.

                      Use our compose-script and run the following command in a terminal:

                      docker-compose up

                      If you want to configure a cluster see full instructions

                      To enable OpenSearch use:

                      export DATASTORE=OPENSEARCH
                      +OpenSearch · GptSearchPlugin
                      Edit on GitHub

                      OpenSearch as a vector storage

                      OpenSearch is a search application licensed under Apache 2.0 and available as a cloud solution on AWS. OpenSearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker.

                      Use our compose-script and run the following command in a terminal:

                      docker-compose up

                      If you want to configure a cluster see full instructions

                      To enable OpenSearch use:

                      export DATASTORE=OPENSEARCH
                      diff --git a/dev/Providers/index.html b/dev/Providers/index.html index 2ec2b92..757273f 100644 --- a/dev/Providers/index.html +++ b/dev/Providers/index.html @@ -1,2 +1,2 @@ -Getting Started · GptSearchPlugin
                      Edit on GitHub

                      Vector storage service providers

                      The plugin uses a vector storage to store the calculated embedding vectors and doing approximate search.

                      The plugin can use any storage if it provides it:

                      • Store vectors up to 2k in size (for OpenAI embeddings);
                      • Add and remove records by a string ID with a vector and metadata;
                      • Do an approximate vector search with a distance score.

                      See the current implementations of the storage interfaces if you want to create a new one.

                      +Getting Started · GptSearchPlugin
                      Edit on GitHub

                      Vector storage service providers

                      The plugin uses a vector storage to store the calculated embedding vectors and doing approximate search.

                      The plugin can use any storage if it provides it:

                      • Store vectors up to 2k in size (for OpenAI embeddings);
                      • Add and remove records by a string ID with a vector and metadata;
                      • Do an approximate vector search with a distance score.

                      See the current implementations of the storage interfaces if you want to create a new one.

                      diff --git a/dev/index.html b/dev/index.html index 76117dc..7f094b5 100644 --- a/dev/index.html +++ b/dev/index.html @@ -1,2 +1,2 @@ -Home · GptSearchPlugin
                      Edit on GitHub
                      +Home · GptSearchPlugin
                      Edit on GitHub
                      diff --git a/dev/search/index.html b/dev/search/index.html index 6f3ddd4..3c3dc7a 100644 --- a/dev/search/index.html +++ b/dev/search/index.html @@ -1,2 +1,2 @@ -Search · GptSearchPlugin

                      Loading search...

                        +Search · GptSearchPlugin

                        Loading search...

                          diff --git a/dev/search_index.js b/dev/search_index.js index 065e13c..413b2aa 100644 --- a/dev/search_index.js +++ b/dev/search_index.js @@ -1,3 +1,3 @@ var documenterSearchIndex = {"docs": -[{"location":"Providers/#Vector-storage-service-providers","page":"Getting Started","title":"Vector storage service providers","text":"","category":"section"},{"location":"Providers/","page":"Getting Started","title":"Getting Started","text":"The plugin uses a vector storage to store the calculated embedding vectors and doing approximate search.","category":"page"},{"location":"Providers/","page":"Getting Started","title":"Getting Started","text":"The plugin can use any storage if it provides it:","category":"page"},{"location":"Providers/","page":"Getting Started","title":"Getting Started","text":"Store vectors up to 2k in size (for OpenAI embeddings);\nAdd and remove records by a string ID with a vector and metadata;\nDo an approximate vector search with a distance score.","category":"page"},{"location":"Providers/","page":"Getting Started","title":"Getting Started","text":"See the current implementations of the storage interfaces if you want to create a new one.","category":"page"},{"location":"API/#Generated-API-documentation","page":"API","title":"Generated API documentation","text":"","category":"section"},{"location":"API/","page":"API","title":"API","text":"The code is generated by the OpenAPI generator with the Julia plugin.","category":"page"},{"location":"API/","page":"API","title":"API","text":"Modules = [GptSearchPlugin.AppServer.GptPluginServer]","category":"page"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer","text":"Encapsulates generated server code for GptPluginServer\n\nThe following server methods must be implemented:\n\nqueryquerypost\ninvocation: POST /query\nsignature: queryquerypost(req::HTTP.Request, query_request::QueryRequest;) -> QueryResponse\nupsert_post\ninvocation: POST /upsert\nsignature: upsertpost(req::HTTP.Request; upsertrequest=nothing,) -> UpsertResponse\n\n\n\n\n\n","category":"module"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.Document","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.Document","text":"Document\n\nDocument(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentMetadata\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk","text":"DocumentChunk\n\nDocumentChunk(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n embedding=nothing,\n score=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentChunkMetadata\n- embedding::Vector{Float64}\n- score::Float64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkMetadata","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkMetadata","text":"DocumentChunkMetadata\n\nDocumentChunkMetadata(;\n source=nothing,\n source_id=nothing,\n url=nothing,\n created_at=nothing,\n author=nothing,\n document_id=nothing,\n)\n\n- source::Source\n- source_id::String\n- url::String\n- created_at::String\n- author::String\n- document_id::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkWithScore","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkWithScore","text":"DocumentChunkWithScore\n\nDocumentChunkWithScore(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n embedding=nothing,\n score=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentChunkMetadata\n- embedding::Vector{Float64}\n- score::Float64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadata","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadata","text":"DocumentMetadata\n\nDocumentMetadata(;\n source=nothing,\n source_id=nothing,\n url=nothing,\n created_at=nothing,\n author=nothing,\n)\n\n- source::Source\n- source_id::String\n- url::String\n- created_at::String\n- author::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadataFilter","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadataFilter","text":"DocumentMetadataFilter\n\nDocumentMetadataFilter(;\n document_id=nothing,\n source=nothing,\n source_id=nothing,\n author=nothing,\n start_date=nothing,\n end_date=nothing,\n)\n\n- document_id::String\n- source::Source\n- source_id::String\n- author::String\n- start_date::String\n- end_date::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.HTTPValidationError","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.HTTPValidationError","text":"HTTPValidationError\n\nHTTPValidationError(;\n detail=nothing,\n)\n\n- detail::Vector{ValidationError}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.LocationInner","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.LocationInner","text":"Location_inner\n\nLocationInner(; value=nothing)\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.Query","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.Query","text":"Query\n\nQuery(;\n query=nothing,\n filter=nothing,\n top_k=3,\n)\n\n- query::String\n- filter::DocumentMetadataFilter\n- top_k::Int64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryRequest","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryRequest","text":"QueryRequest\n\nQueryRequest(;\n queries=nothing,\n)\n\n- queries::Vector{Query}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryResponse","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryResponse","text":"QueryResponse\n\nQueryResponse(;\n results=nothing,\n)\n\n- results::Vector{QueryResult}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryResult","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryResult","text":"QueryResult\n\nQueryResult(;\n query=nothing,\n results=nothing,\n)\n\n- query::String\n- results::Vector{DocumentChunkWithScore}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding","text":"QueryWithEmbedding\n\nQueryWithEmbedding(;\n query=nothing,\n filter=nothing,\n top_k=3,\n embedding=nothing,\n)\n\n- query::String\n- filter::DocumentMetadataFilter\n- top_k::Int64\n- embedding::Vector{Float64}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.UpsertRequest","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.UpsertRequest","text":"UpsertRequest\n\nUpsertRequest(;\n documents=nothing,\n)\n\n- documents::Vector{Document}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.UpsertResponse","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.UpsertResponse","text":"UpsertResponse\n\nUpsertResponse(;\n ids=nothing,\n)\n\n- ids::Vector{String}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.ValidationError","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.ValidationError","text":"ValidationError\n\nValidationError(;\n loc=nothing,\n msg=nothing,\n type=nothing,\n)\n\n- loc::Vector{LocationInner}\n- msg::String\n- type::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.register-Tuple{HTTP.Handlers.Router, Any}","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.register","text":"Register handlers for all APIs in this module in the supplied Router instance.\n\nParamerets:\n\nrouter: Router to register handlers in\nimpl: module that implements the server methods\n\nOptional parameters:\n\npath_prefix: prefix to be applied to all paths\noptional_middlewares: Register one or more optional middlewares to be applied to all requests.\n\nOptional middlewares can be one or more of: - init: called before the request is processed - pre_validation: called after the request is parsed but before validation - pre_invoke: called after validation but before the handler is invoked - post_invoke: called after the handler is invoked but before the response is sent\n\nThe order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke\n\n\n\n\n\n","category":"method"},{"location":"Providers/Elasticsearch/#Elasticsearch-as-a-vector-storage","page":"Elasticsearch","title":"Elasticsearch as a vector storage","text":"","category":"section"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"docker-compose up","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"If you want to configure a cluster see full instructions","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"To enable ElasticSearch use:","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"export DATASTORE=ELASTICSEARCH","category":"page"},{"location":"Providers/Opensearch/#OpenSearch-as-a-vector-storage","page":"OpenSearch","title":"OpenSearch as a vector storage","text":"","category":"section"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"OpenSearch is a search application licensed under Apache 2.0 and available as a cloud solution on AWS. OpenSearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker.","category":"page"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"Use our compose-script and run the following command in a terminal:","category":"page"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"docker-compose up","category":"page"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"If you want to configure a cluster see full instructions","category":"page"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"To enable OpenSearch use:","category":"page"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"export DATASTORE=OPENSEARCH","category":"page"},{"location":"#GptSearchPlugin.jl","page":"Home","title":"GptSearchPlugin.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Documentation for GptSearchPlugin.jl","category":"page"},{"location":"Internals/#Internal-functions","page":"Internals","title":"Internal functions","text":"","category":"section"},{"location":"Internals/","page":"Internals","title":"Internals","text":"Modules = [GptSearchPlugin, GptSearchPlugin.AppServer, GptSearchPlugin.AppServer.DataStore]","category":"page"},{"location":"Internals/#GptSearchPlugin.AppServer.create_document_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.create_document_chunks","text":"Create a list of document chunks from a document object and return the document id.\n\nArgs: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.get_document_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.get_document_chunks","text":"Convert a list of documents into a dictionary from document id to list of document chunks.\n\nArgs: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.get_text_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.get_text_chunks","text":"Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.\n\nArgs: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.query_query_post-Tuple{HTTP.Messages.Request, GptSearchPlugin.AppServer.GptPluginServer.QueryRequest}","page":"Internals","title":"GptSearchPlugin.AppServer.query_query_post","text":"invocation: POST /query\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.upsert_post-Tuple{HTTP.Messages.Request}","page":"Internals","title":"GptSearchPlugin.AppServer.upsert_post","text":"invocation: POST /upsert\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.validate_bearer_token-Tuple{HTTP.Messages.Request, String, AbstractSet}","page":"Internals","title":"GptSearchPlugin.AppServer.validate_bearer_token","text":"User authentication\n\nCheck Bearer token\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.delete-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.delete","text":"Removes vectors by ids, filter. Multiple parameters can be used at once.\n\nReturns whether the operation was successful.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.delete_all-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.delete_all","text":"Removes everything in the datastore\n\nReturns whether the operation was successful.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.query-Tuple{AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.Query}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.query","text":"Takes in a list of queries and filters and returns a list of query results with matching document chunks and scores.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.query-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage, AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.query","text":"Takes in a list of queries with embeddings and filters and returns a list of query results with matching document chunks and scores.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.upsert-Tuple{AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.Document}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.upsert","text":"Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.\n\nReturn a list of document ids.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.upsert-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage, Dict{String, <:AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk}}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.upsert","text":"Takes in a list of list of document chunks and inserts them into the database.\n\nReturn a list of document ids.\n\n\n\n\n\n","category":"method"}] +[{"location":"Providers/#Vector-storage-service-providers","page":"Getting Started","title":"Vector storage service providers","text":"","category":"section"},{"location":"Providers/","page":"Getting Started","title":"Getting Started","text":"The plugin uses a vector storage to store the calculated embedding vectors and doing approximate search.","category":"page"},{"location":"Providers/","page":"Getting Started","title":"Getting Started","text":"The plugin can use any storage if it provides it:","category":"page"},{"location":"Providers/","page":"Getting Started","title":"Getting Started","text":"Store vectors up to 2k in size (for OpenAI embeddings);\nAdd and remove records by a string ID with a vector and metadata;\nDo an approximate vector search with a distance score.","category":"page"},{"location":"Providers/","page":"Getting Started","title":"Getting Started","text":"See the current implementations of the storage interfaces if you want to create a new one.","category":"page"},{"location":"API/#Generated-API-documentation","page":"API","title":"Generated API documentation","text":"","category":"section"},{"location":"API/","page":"API","title":"API","text":"The code is generated by the OpenAPI generator with the Julia plugin.","category":"page"},{"location":"API/","page":"API","title":"API","text":"Modules = [GptSearchPlugin.AppServer.GptPluginServer]","category":"page"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer","text":"Encapsulates generated server code for GptPluginServer\n\nThe following server methods must be implemented:\n\ndelete_docs\ninvocation: DELETE /delete\nsignature: deletedocs(req::HTTP.Request, deleterequest::DeleteRequest;) -> DeleteResponse\nquery_post\ninvocation: POST /query\nsignature: querypost(req::HTTP.Request, queryrequest::QueryRequest;) -> QueryResponse\nupsert_post\ninvocation: POST /upsert\nsignature: upsertpost(req::HTTP.Request, upsertrequest::UpsertRequest;) -> UpsertResponse\n\n\n\n\n\n","category":"module"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DeleteRequest","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DeleteRequest","text":"DeleteRequest\n\nDeleteRequest(;\n ids=nothing,\n filter=nothing,\n delete_all=false,\n)\n\n- ids::Vector{String}\n- filter::Vector{DocumentMetadataFilter}\n- delete_all::Bool\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DeleteResponse","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DeleteResponse","text":"DeleteResponse\n\nDeleteResponse(;\n success=nothing,\n)\n\n- success::Bool\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.Document","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.Document","text":"Document\n\nDocument(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentMetadata\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk","text":"DocumentChunk\n\nDocumentChunk(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n embedding=nothing,\n score=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentChunkMetadata\n- embedding::Vector{Float64}\n- score::Float64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkMetadata","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkMetadata","text":"DocumentChunkMetadata\n\nDocumentChunkMetadata(;\n source=nothing,\n source_id=nothing,\n url=nothing,\n created_at=nothing,\n author=nothing,\n document_id=nothing,\n)\n\n- source::Source\n- source_id::String\n- url::String\n- created_at::String\n- author::String\n- document_id::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkWithScore","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentChunkWithScore","text":"DocumentChunkWithScore\n\nDocumentChunkWithScore(;\n id=nothing,\n text=nothing,\n metadata=nothing,\n embedding=nothing,\n score=nothing,\n)\n\n- id::String\n- text::String\n- metadata::DocumentChunkMetadata\n- embedding::Vector{Float64}\n- score::Float64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadata","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadata","text":"DocumentMetadata\n\nDocumentMetadata(;\n source=nothing,\n source_id=nothing,\n url=nothing,\n created_at=nothing,\n author=nothing,\n)\n\n- source::Source\n- source_id::String\n- url::String\n- created_at::String\n- author::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadataFilter","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.DocumentMetadataFilter","text":"DocumentMetadataFilter\n\nDocumentMetadataFilter(;\n document_id=nothing,\n source=nothing,\n source_id=nothing,\n author=nothing,\n start_date=nothing,\n end_date=nothing,\n)\n\n- document_id::String\n- source::Source\n- source_id::String\n- author::String\n- start_date::String\n- end_date::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.HTTPValidationError","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.HTTPValidationError","text":"HTTPValidationError\n\nHTTPValidationError(;\n detail=nothing,\n)\n\n- detail::Vector{ValidationError}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.LocationInner","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.LocationInner","text":"Location_inner\n\nLocationInner(; value=nothing)\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.Query","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.Query","text":"Query\n\nQuery(;\n query=nothing,\n filter=nothing,\n top_k=3,\n)\n\n- query::String\n- filter::DocumentMetadataFilter\n- top_k::Int64\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryRequest","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryRequest","text":"QueryRequest\n\nQueryRequest(;\n queries=nothing,\n)\n\n- queries::Vector{Query}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryResponse","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryResponse","text":"QueryResponse\n\nQueryResponse(;\n results=nothing,\n)\n\n- results::Vector{QueryResult}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryResult","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryResult","text":"QueryResult\n\nQueryResult(;\n query=nothing,\n results=nothing,\n)\n\n- query::String\n- results::Vector{DocumentChunkWithScore}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding","text":"QueryWithEmbedding\n\nQueryWithEmbedding(;\n query=nothing,\n filter=nothing,\n top_k=3,\n embedding=nothing,\n)\n\n- query::String\n- filter::DocumentMetadataFilter\n- top_k::Int64\n- embedding::Vector{Float64}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.UpsertRequest","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.UpsertRequest","text":"UpsertRequest\n\nUpsertRequest(;\n documents=nothing,\n)\n\n- documents::Vector{Document}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.UpsertResponse","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.UpsertResponse","text":"UpsertResponse\n\nUpsertResponse(;\n ids=nothing,\n)\n\n- ids::Vector{String}\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.ValidationError","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.ValidationError","text":"ValidationError\n\nValidationError(;\n loc=nothing,\n msg=nothing,\n type=nothing,\n)\n\n- loc::Vector{LocationInner}\n- msg::String\n- type::String\n\n\n\n\n\n","category":"type"},{"location":"API/#GptSearchPlugin.AppServer.GptPluginServer.register-Tuple{HTTP.Handlers.Router, Any}","page":"API","title":"GptSearchPlugin.AppServer.GptPluginServer.register","text":"Register handlers for all APIs in this module in the supplied Router instance.\n\nParamerets:\n\nrouter: Router to register handlers in\nimpl: module that implements the server methods\n\nOptional parameters:\n\npath_prefix: prefix to be applied to all paths\noptional_middlewares: Register one or more optional middlewares to be applied to all requests.\n\nOptional middlewares can be one or more of: - init: called before the request is processed - pre_validation: called after the request is parsed but before validation - pre_invoke: called after validation but before the handler is invoked - post_invoke: called after the handler is invoked but before the response is sent\n\nThe order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke\n\n\n\n\n\n","category":"method"},{"location":"Providers/Elasticsearch/#Elasticsearch-as-a-vector-storage","page":"Elasticsearch","title":"Elasticsearch as a vector storage","text":"","category":"section"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"docker-compose up","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"If you want to configure a cluster see full instructions","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"To enable ElasticSearch use:","category":"page"},{"location":"Providers/Elasticsearch/","page":"Elasticsearch","title":"Elasticsearch","text":"export DATASTORE=ELASTICSEARCH","category":"page"},{"location":"Providers/Opensearch/#OpenSearch-as-a-vector-storage","page":"OpenSearch","title":"OpenSearch as a vector storage","text":"","category":"section"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"OpenSearch is a search application licensed under Apache 2.0 and available as a cloud solution on AWS. OpenSearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker.","category":"page"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"Use our compose-script and run the following command in a terminal:","category":"page"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"docker-compose up","category":"page"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"If you want to configure a cluster see full instructions","category":"page"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"To enable OpenSearch use:","category":"page"},{"location":"Providers/Opensearch/","page":"OpenSearch","title":"OpenSearch","text":"export DATASTORE=OPENSEARCH","category":"page"},{"location":"#GptSearchPlugin.jl","page":"Home","title":"GptSearchPlugin.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Documentation for GptSearchPlugin.jl","category":"page"},{"location":"Internals/#Internal-functions","page":"Internals","title":"Internal functions","text":"","category":"section"},{"location":"Internals/","page":"Internals","title":"Internals","text":"Modules = [GptSearchPlugin, GptSearchPlugin.AppServer, GptSearchPlugin.AppServer.DataStore]","category":"page"},{"location":"Internals/#GptSearchPlugin.AppServer.create_document_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.create_document_chunks","text":"Create a list of document chunks from a document object and return the document id.\n\nArgs: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.delete_docs-Tuple{HTTP.Messages.Request, GptSearchPlugin.AppServer.GptPluginServer.DeleteRequest}","page":"Internals","title":"GptSearchPlugin.AppServer.delete_docs","text":"invocation: DELETE /delete\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.get_document_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.get_document_chunks","text":"Convert a list of documents into a dictionary from document id to list of document chunks.\n\nArgs: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.get_text_chunks","page":"Internals","title":"GptSearchPlugin.AppServer.get_text_chunks","text":"Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.\n\nArgs: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.\n\nReturns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.\n\n\n\n\n\n","category":"function"},{"location":"Internals/#GptSearchPlugin.AppServer.query_post-Tuple{HTTP.Messages.Request, GptSearchPlugin.AppServer.GptPluginServer.QueryRequest}","page":"Internals","title":"GptSearchPlugin.AppServer.query_post","text":"invocation: POST /query\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.upsert_post-Tuple{HTTP.Messages.Request, GptSearchPlugin.AppServer.GptPluginServer.UpsertRequest}","page":"Internals","title":"GptSearchPlugin.AppServer.upsert_post","text":"invocation: POST /upsert\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.validate_bearer_token-Tuple{HTTP.Messages.Request, String, AbstractSet}","page":"Internals","title":"GptSearchPlugin.AppServer.validate_bearer_token","text":"User authentication\n\nCheck Bearer token\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.delete-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.delete","text":"Removes vectors by ids, filter. Multiple parameters can be used at once.\n\nReturns whether the operation was successful.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.delete-Tuple{}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.delete","text":"Removes documents by ids, filter or all together Multiple parameters can be used at once.\n\nReturns whether the operation was successful.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.delete_all-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.delete_all","text":"Removes everything in the datastore\n\nReturns whether the operation was successful.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.query-Tuple{AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.Query}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.query","text":"Takes in a list of queries and filters and returns a list of query results with matching document chunks and scores.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.query-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage, AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.QueryWithEmbedding}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.query","text":"Takes in a list of queries with embeddings and filters and returns a list of query results with matching document chunks and scores.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.upsert-Tuple{AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.Document}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.upsert","text":"Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.\n\nReturn a list of document ids.\n\n\n\n\n\n","category":"method"},{"location":"Internals/#GptSearchPlugin.AppServer.DataStore.upsert-Tuple{GptSearchPlugin.AppServer.DataStore.AbstractStorage, Dict{String, <:AbstractVector{GptSearchPlugin.AppServer.GptPluginServer.DocumentChunk}}}","page":"Internals","title":"GptSearchPlugin.AppServer.DataStore.upsert","text":"Takes in a list of list of document chunks and inserts them into the database.\n\nReturn a list of document ids.\n\n\n\n\n\n","category":"method"}] } From e5c6919e9cf061085e6bf2fe29ce29684fbde4e6 Mon Sep 17 00:00:00 2001 From: "Documenter.jl" Date: Mon, 14 Aug 2023 14:23:10 +0000 Subject: [PATCH 8/9] build based on 160bb35 --- dev/API/index.html | 36 +++++++++++++------------- dev/Internals/index.html | 2 +- dev/Providers/Elasticsearch/index.html | 2 +- dev/Providers/Opensearch/index.html | 2 +- dev/Providers/index.html | 2 +- dev/index.html | 2 +- dev/search/index.html | 2 +- 7 files changed, 24 insertions(+), 24 deletions(-) diff --git a/dev/API/index.html b/dev/API/index.html index 970c9cc..8ccc4cd 100644 --- a/dev/API/index.html +++ b/dev/API/index.html @@ -1,5 +1,5 @@ -API · GptSearchPlugin
                          Edit on GitHub

                          Generated API documentation

                          The code is generated by the OpenAPI generator with the Julia plugin.

                          GptSearchPlugin.AppServer.GptPluginServer — Module

                          Encapsulates generated server code for GptPluginServer

                          The following server methods must be implemented:

                          • delete_docs
                            • invocation: DELETE /delete
                            • signature: deletedocs(req::HTTP.Request, deleterequest::DeleteRequest;) -> DeleteResponse
                          • query_post
                            • invocation: POST /query
                            • signature: querypost(req::HTTP.Request, queryrequest::QueryRequest;) -> QueryResponse
                          • upsert_post
                            • invocation: POST /upsert
                            • signature: upsertpost(req::HTTP.Request, upsertrequest::UpsertRequest;) -> UpsertResponse
                          source
                          GptSearchPlugin.AppServer.GptPluginServer.DeleteRequest — Type

                          DeleteRequest

                          DeleteRequest(;
+API · GptSearchPlugin
                          Edit on GitHub
                          Generated API documentation
                          The code is generated by the OpenAPI generator with the Julia plugin.
                          GptSearchPlugin.AppServer.GptPluginServer — Module
                          Encapsulates generated server code for GptPluginServer
                          The following server methods must be implemented:
                          • delete_docs
                            • invocation: DELETE /delete
                            • signature: deletedocs(req::HTTP.Request, deleterequest::DeleteRequest;) -> DeleteResponse
                          • query_post
                            • invocation: POST /query
                            • signature: querypost(req::HTTP.Request, queryrequest::QueryRequest;) -> QueryResponse
                          • upsert_post
                            • invocation: POST /upsert
                            • signature: upsertpost(req::HTTP.Request, upsertrequest::UpsertRequest;) -> UpsertResponse
                          source
                          GptSearchPlugin.AppServer.GptPluginServer.register — Method
                          Register handlers for all APIs in this module in the supplied Router instance.
                          Paramerets:
                          • router: Router to register handlers in
                          • impl: module that implements the server methods
                          Optional parameters:
                          • path_prefix: prefix to be applied to all paths
                          • optional_middlewares: Register one or more optional middlewares to be applied to all requests.
                          Optional middlewares can be one or more of:     - init: called before the request is processed     - pre_validation: called after the request is parsed but before validation     - pre_invoke: called after validation but before the handler is invoked     - post_invoke: called after the handler is invoked but before the response is sent
                          The order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke
                          source
                          
+- type::String
                          source
                          GptSearchPlugin.AppServer.GptPluginServer.register — Method

                          Register handlers for all APIs in this module in the supplied Router instance.

                          Paramerets:

                          • router: Router to register handlers in
                          • impl: module that implements the server methods

                          Optional parameters:

                          • path_prefix: prefix to be applied to all paths
                          • optional_middlewares: Register one or more optional middlewares to be applied to all requests.

                          Optional middlewares can be one or more of: - init: called before the request is processed - pre_validation: called after the request is parsed but before validation - pre_invoke: called after validation but before the handler is invoked - post_invoke: called after the handler is invoked but before the response is sent

                          The order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke

                          source
                          diff --git a/dev/Internals/index.html b/dev/Internals/index.html index 9611488..a047dc5 100644 --- a/dev/Internals/index.html +++ b/dev/Internals/index.html @@ -1,2 +1,2 @@ -Internals · GptSearchPlugin
                          Edit on GitHub

                          Internal functions

                          GptSearchPlugin.AppServer.create_document_chunks — Function

                          Create a list of document chunks from a document object and return the document id.

                          Args: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                          Returns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.

                          source
                          GptSearchPlugin.AppServer.get_document_chunks — Function

                          Convert a list of documents into a dictionary from document id to list of document chunks.

                          Args: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                          Returns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.

                          source
                          GptSearchPlugin.AppServer.get_text_chunks — Function

                          Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.

                          Args: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                          Returns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.

                          source
                          GptSearchPlugin.AppServer.DataStore.upsert — Method

                          Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.

                          Return a list of document ids.

                          source
                          +Internals · GptSearchPlugin
                          Edit on GitHub

                          Internal functions

                          GptSearchPlugin.AppServer.create_document_chunks — Function

                          Create a list of document chunks from a document object and return the document id.

                          Args: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                          Returns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.

                          source
                          GptSearchPlugin.AppServer.get_document_chunks — Function

                          Convert a list of documents into a dictionary from document id to list of document chunks.

                          Args: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                          Returns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.

                          source
                          GptSearchPlugin.AppServer.get_text_chunks — Function

                          Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.

                          Args: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                          Returns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.

                          source
                          GptSearchPlugin.AppServer.DataStore.upsert — Method

                          Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.

                          Return a list of document ids.

                          source
                          diff --git a/dev/Providers/Elasticsearch/index.html b/dev/Providers/Elasticsearch/index.html index 5f3a388..6bbfc45 100644 --- a/dev/Providers/Elasticsearch/index.html +++ b/dev/Providers/Elasticsearch/index.html @@ -1,2 +1,2 @@ -Elasticsearch · GptSearchPlugin
                          Edit on GitHub

                          Elasticsearch as a vector storage

                          Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:

                          docker-compose up

                          If you want to configure a cluster see full instructions

                          To enable ElasticSearch use:

                          export DATASTORE=ELASTICSEARCH
                          +Elasticsearch · GptSearchPlugin
                          Edit on GitHub

                          Elasticsearch as a vector storage

                          Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:

                          docker-compose up

                          If you want to configure a cluster see full instructions

                          To enable ElasticSearch use:

                          export DATASTORE=ELASTICSEARCH
                          diff --git a/dev/Providers/Opensearch/index.html b/dev/Providers/Opensearch/index.html index 93c7a58..e2e0a86 100644 --- a/dev/Providers/Opensearch/index.html +++ b/dev/Providers/Opensearch/index.html @@ -1,2 +1,2 @@ -OpenSearch · GptSearchPlugin
                          Edit on GitHub

                          OpenSearch as a vector storage

                          OpenSearch is a search application licensed under Apache 2.0 and available as a cloud solution on AWS. OpenSearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker.

                          Use our compose-script and run the following command in a terminal:

                          docker-compose up

                          If you want to configure a cluster see full instructions

                          To enable OpenSearch use:

                          export DATASTORE=OPENSEARCH
                          +OpenSearch · GptSearchPlugin
                          Edit on GitHub

                          OpenSearch as a vector storage

                          OpenSearch is a search application licensed under Apache 2.0 and available as a cloud solution on AWS. OpenSearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker.

                          Use our compose-script and run the following command in a terminal:

                          docker-compose up

                          If you want to configure a cluster see full instructions

                          To enable OpenSearch use:

                          export DATASTORE=OPENSEARCH
                          diff --git a/dev/Providers/index.html b/dev/Providers/index.html index 757273f..22fc786 100644 --- a/dev/Providers/index.html +++ b/dev/Providers/index.html @@ -1,2 +1,2 @@ -Getting Started · GptSearchPlugin
                          Edit on GitHub

                          Vector storage service providers

                          The plugin uses a vector storage to store the calculated embedding vectors and doing approximate search.

                          The plugin can use any storage if it provides it:

                          • Store vectors up to 2k in size (for OpenAI embeddings);
                          • Add and remove records by a string ID with a vector and metadata;
                          • Do an approximate vector search with a distance score.

                          See the current implementations of the storage interfaces if you want to create a new one.

                          +Getting Started · GptSearchPlugin
                          Edit on GitHub

                          Vector storage service providers

                          The plugin uses a vector storage to store the calculated embedding vectors and doing approximate search.

                          The plugin can use any storage if it provides it:

                          • Store vectors up to 2k in size (for OpenAI embeddings);
                          • Add and remove records by a string ID with a vector and metadata;
                          • Do an approximate vector search with a distance score.

                          See the current implementations of the storage interfaces if you want to create a new one.

                          diff --git a/dev/index.html b/dev/index.html index 7f094b5..bd3ab37 100644 --- a/dev/index.html +++ b/dev/index.html @@ -1,2 +1,2 @@ -Home · GptSearchPlugin
                          Edit on GitHub
                          +Home · GptSearchPlugin
                          Edit on GitHub
                          diff --git a/dev/search/index.html b/dev/search/index.html index 3c3dc7a..eff083b 100644 --- a/dev/search/index.html +++ b/dev/search/index.html @@ -1,2 +1,2 @@ -Search · GptSearchPlugin

                          Loading search...

                            +Search · GptSearchPlugin

                            Loading search...

                              From 0fc78cfe531095b0cb76013b8434124a81adfb28 Mon Sep 17 00:00:00 2001 From: "Documenter.jl" Date: Thu, 7 Dec 2023 15:15:47 +0000 Subject: [PATCH 9/9] build based on d24144e --- dev/.documenter-siteinfo.json | 1 + dev/API/index.html | 36 +- dev/Internals/index.html | 2 +- dev/Providers/Elasticsearch/index.html | 2 +- dev/Providers/Opensearch/index.html | 2 +- dev/Providers/index.html | 2 +- dev/assets/documenter.js | 752 +++++++++++++++++++++---- dev/assets/search.js | 267 --------- dev/assets/themes/documenter-dark.css | 4 +- dev/assets/themes/documenter-light.css | 4 +- dev/assets/themeswap.js | 82 +-- dev/assets/warner.js | 87 +-- dev/index.html | 2 +- dev/search/index.html | 2 - 14 files changed, 778 insertions(+), 467 deletions(-) create mode 100644 dev/.documenter-siteinfo.json delete mode 100644 dev/assets/search.js delete mode 100644 dev/search/index.html diff --git a/dev/.documenter-siteinfo.json b/dev/.documenter-siteinfo.json new file mode 100644 index 0000000..6d6fe6a --- /dev/null +++ b/dev/.documenter-siteinfo.json @@ -0,0 +1 @@ +{"documenter":{"julia_version":"1.9.4","generation_timestamp":"2023-12-07T15:15:44","documenter_version":"1.2.1"}} \ No newline at end of file diff --git a/dev/API/index.html b/dev/API/index.html index 8ccc4cd..35924d6 100644 --- a/dev/API/index.html +++ b/dev/API/index.html @@ -1,5 +1,5 @@ -API · GptSearchPlugin
                              Edit on GitHub

                              Generated API documentation

                              The code is generated by the OpenAPI generator with the Julia plugin.

                              GptSearchPlugin.AppServer.GptPluginServer — Module

                              Encapsulates generated server code for GptPluginServer

                              The following server methods must be implemented:

                              • delete_docs
                                • invocation: DELETE /delete
                                • signature: deletedocs(req::HTTP.Request, deleterequest::DeleteRequest;) -> DeleteResponse
                              • query_post
                                • invocation: POST /query
                                • signature: querypost(req::HTTP.Request, queryrequest::QueryRequest;) -> QueryResponse
                              • upsert_post
                                • invocation: POST /upsert
                                • signature: upsertpost(req::HTTP.Request, upsertrequest::UpsertRequest;) -> UpsertResponse
                              source
                              GptSearchPlugin.AppServer.GptPluginServer.DeleteRequest — Type

                              DeleteRequest

                              DeleteRequest(;
+API · GptSearchPlugin
                              GitHub
                              Generated API documentation
                              The code is generated by the OpenAPI generator with the Julia plugin.
                              GptSearchPlugin.AppServer.GptPluginServer — Module
                              Encapsulates generated server code for GptPluginServer
                              The following server methods must be implemented:
                              • delete_docs
                                • invocation: DELETE /delete
                                • signature: deletedocs(req::HTTP.Request, deleterequest::DeleteRequest;) -> DeleteResponse
                              • query_post
                                • invocation: POST /query
                                • signature: querypost(req::HTTP.Request, queryrequest::QueryRequest;) -> QueryResponse
                              • upsert_post
                                • invocation: POST /upsert
                                • signature: upsertpost(req::HTTP.Request, upsertrequest::UpsertRequest;) -> UpsertResponse
                              source
                              GptSearchPlugin.AppServer.GptPluginServer.register — Method
                              Register handlers for all APIs in this module in the supplied Router instance.
                              Paramerets:
                              • router: Router to register handlers in
                              • impl: module that implements the server methods
                              Optional parameters:
                              • path_prefix: prefix to be applied to all paths
                              • optional_middlewares: Register one or more optional middlewares to be applied to all requests.
                              Optional middlewares can be one or more of:     - init: called before the request is processed     - pre_validation: called after the request is parsed but before validation     - pre_invoke: called after validation but before the handler is invoked     - post_invoke: called after the handler is invoked but before the response is sent
                              The order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke
                              source
                              
+- type::String
                              source
                              GptSearchPlugin.AppServer.GptPluginServer.register — Method

                              Register handlers for all APIs in this module in the supplied Router instance.

                              Paramerets:

                              • router: Router to register handlers in
                              • impl: module that implements the server methods

                              Optional parameters:

                              • path_prefix: prefix to be applied to all paths
                              • optional_middlewares: Register one or more optional middlewares to be applied to all requests.

                              Optional middlewares can be one or more of: - init: called before the request is processed - pre_validation: called after the request is parsed but before validation - pre_invoke: called after validation but before the handler is invoked - post_invoke: called after the handler is invoked but before the response is sent

                              The order in which middlewares are invoked are: init |> read |> pre_validation |> validate |> pre_invoke |> invoke |> post_invoke

                              source
                              diff --git a/dev/Internals/index.html b/dev/Internals/index.html index a047dc5..6f9f1e1 100644 --- a/dev/Internals/index.html +++ b/dev/Internals/index.html @@ -1,2 +1,2 @@ -Internals · GptSearchPlugin
                              Edit on GitHub

                              Internal functions

                              GptSearchPlugin.AppServer.create_document_chunks — Function

                              Create a list of document chunks from a document object and return the document id.

                              Args: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                              Returns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.

                              source
                              GptSearchPlugin.AppServer.get_document_chunks — Function

                              Convert a list of documents into a dictionary from document id to list of document chunks.

                              Args: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                              Returns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.

                              source
                              GptSearchPlugin.AppServer.get_text_chunks — Function

                              Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.

                              Args: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                              Returns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.

                              source
                              GptSearchPlugin.AppServer.DataStore.upsert — Method

                              Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.

                              Return a list of document ids.

                              source
                              +Internals · GptSearchPlugin
                              GitHub

                              Internal functions

                              GptSearchPlugin.AppServer.create_document_chunks — Function

                              Create a list of document chunks from a document object and return the document id.

                              Args: doc: The document object to create chunks from. It should have a text attribute and optionally an id and a metadata attribute. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                              Returns: A tuple of (docchunks, docid), where docchunks is a list of document chunks, each of which is a DocumentChunk object with an id, a documentid, a text, and a metadata attribute, and doc_id is the id of the document object, generated if not provided. The id of each chunk is generated from the document id and a sequential number, and the metadata is copied from the document object.

                              source
                              GptSearchPlugin.AppServer.get_document_chunks — Function

                              Convert a list of documents into a dictionary from document id to list of document chunks.

                              Args: documents: The list of documents to convert. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                              Returns: A dictionary mapping each document id to a list of document chunks, each of which is a DocumentChunk object with text, metadata, and embedding attributes.

                              source
                              GptSearchPlugin.AppServer.get_text_chunks — Function

                              Split a text into chunks of ~CHUNK_SIZE tokens, based on punctuation and newline boundaries.

                              Args: text: The text to split into chunks. chunktokensize: The target size of each chunk in tokens, or None to use the default CHUNK_SIZE.

                              Returns: A list of text chunks, each of which is a string of ~CHUNK_SIZE tokens.

                              source
                              GptSearchPlugin.AppServer.DataStore.upsert — Method

                              Takes in a list of documents and inserts them into the database. First deletes all the existing vectors with the document id (if necessary, depends on the vector db), then inserts the new ones.

                              Return a list of document ids.

                              source
                              diff --git a/dev/Providers/Elasticsearch/index.html b/dev/Providers/Elasticsearch/index.html index 6bbfc45..8e0e361 100644 --- a/dev/Providers/Elasticsearch/index.html +++ b/dev/Providers/Elasticsearch/index.html @@ -1,2 +1,2 @@ -Elasticsearch · GptSearchPlugin
                              Edit on GitHub

                              Elasticsearch as a vector storage

                              Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:

                              docker-compose up

                              If you want to configure a cluster see full instructions

                              To enable ElasticSearch use:

                              export DATASTORE=ELASTICSEARCH
                              +Elasticsearch · GptSearchPlugin
                              GitHub

                              Elasticsearch as a vector storage

                              Elasticsearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker. Use our compose-script and run the following command in a terminal:

                              docker-compose up

                              If you want to configure a cluster see full instructions

                              To enable ElasticSearch use:

                              export DATASTORE=ELASTICSEARCH
                              diff --git a/dev/Providers/Opensearch/index.html b/dev/Providers/Opensearch/index.html index e2e0a86..d0ffd04 100644 --- a/dev/Providers/Opensearch/index.html +++ b/dev/Providers/Opensearch/index.html @@ -1,2 +1,2 @@ -OpenSearch · GptSearchPlugin
                              Edit on GitHub

                              OpenSearch as a vector storage

                              OpenSearch is a search application licensed under Apache 2.0 and available as a cloud solution on AWS. OpenSearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker.

                              Use our compose-script and run the following command in a terminal:

                              docker-compose up

                              If you want to configure a cluster see full instructions

                              To enable OpenSearch use:

                              export DATASTORE=OPENSEARCH
                              +OpenSearch · GptSearchPlugin
                              GitHub

                              OpenSearch as a vector storage

                              OpenSearch is a search application licensed under Apache 2.0 and available as a cloud solution on AWS. OpenSearch can be installed in a number of ways. But the easiest way to have it locally without authentication is to use Docker.

                              Use our compose-script and run the following command in a terminal:

                              docker-compose up

                              If you want to configure a cluster see full instructions

                              To enable OpenSearch use:

                              export DATASTORE=OPENSEARCH
                              diff --git a/dev/Providers/index.html b/dev/Providers/index.html index 22fc786..4cb4c48 100644 --- a/dev/Providers/index.html +++ b/dev/Providers/index.html @@ -1,2 +1,2 @@ -Getting Started · GptSearchPlugin
                              Edit on GitHub

                              Vector storage service providers

                              The plugin uses a vector storage to store the calculated embedding vectors and doing approximate search.

                              The plugin can use any storage if it provides it:

                              • Store vectors up to 2k in size (for OpenAI embeddings);
                              • Add and remove records by a string ID with a vector and metadata;
                              • Do an approximate vector search with a distance score.

                              See the current implementations of the storage interfaces if you want to create a new one.

                              +Getting Started · GptSearchPlugin
                              GitHub

                              Vector storage service providers

                              The plugin uses a vector storage to store the calculated embedding vectors and doing approximate search.

                              The plugin can use any storage if it provides it:

                              • Store vectors up to 2k in size (for OpenAI embeddings);
                              • Add and remove records by a string ID with a vector and metadata;
                              • Do an approximate vector search with a distance score.

                              See the current implementations of the storage interfaces if you want to create a new one.

                              diff --git a/dev/assets/documenter.js b/dev/assets/documenter.js index 6adfbbb..f531160 100644 --- a/dev/assets/documenter.js +++ b/dev/assets/documenter.js @@ -1,15 +1,16 @@ // Generated by Documenter.jl requirejs.config({ paths: { - 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.5.1/languages/julia.min', + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min', 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', - 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.12.1/jquery-ui.min', - 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/contrib/auto-render.min', - 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.6.0/jquery.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min', + 'minisearch': 'https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min', + 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/contrib/auto-render.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.0/jquery.min', 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', - 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/katex.min', - 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.5.1/highlight.min', - 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.5.1/languages/julia-repl.min', + 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min', + 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/highlight.min', + 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia-repl.min', }, shim: { "highlight-julia": { @@ -70,13 +71,90 @@ $(document).ready(function() { hljs.highlightAll(); }) +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let timer = 0; +var isExpanded = true; + +$(document).on("click", ".docstring header", function () { + let articleToggleTitle = "Expand docstring"; + + debounce(() => { + if ($(this).siblings("section").is(":visible")) { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + } else { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + articleToggleTitle = "Collapse docstring"; + } + + $(this) + .find(".docstring-article-toggle-button") + .prop("title", articleToggleTitle); + $(this).siblings("section").slideToggle(); + }); +}); + +$(document).on("click", ".docs-article-toggle-button", function () { + let articleToggleTitle = "Expand docstring"; + let navArticleToggleTitle = "Expand all docstrings"; + + debounce(() => { + if (isExpanded) { + $(this).removeClass("fa-chevron-up").addClass("fa-chevron-down"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + + isExpanded = false; + + $(".docstring section").slideUp(); + } else { + $(this).removeClass("fa-chevron-down").addClass("fa-chevron-up"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + isExpanded = true; + articleToggleTitle = "Collapse docstring"; + navArticleToggleTitle = "Collapse all docstrings"; + + $(".docstring section").slideDown(); + } + + $(this).prop("title", navArticleToggleTitle); + $(".docstring-article-toggle-button").prop("title", articleToggleTitle); + }); +}); + +function debounce(callback, timeout = 300) { + if (Date.now() - timer > timeout) { + callback(); + } + + clearTimeout(timer); + + timer = Date.now(); +} + }) //////////////////////////////////////////////////////////////////////////////// require([], function() { function addCopyButtonCallbacks() { for (const el of document.getElementsByTagName("pre")) { const button = document.createElement("button"); - button.classList.add("copy-button", "fas", "fa-copy"); + button.classList.add("copy-button", "fa-solid", "fa-copy"); + button.setAttribute("aria-label", "Copy this code block"); + button.setAttribute("title", "Copy"); + el.appendChild(button); const success = function () { @@ -85,7 +163,7 @@ function addCopyButtonCallbacks() { }; const failure = function () { - button.classList.add("error", "fa-times"); + button.classList.add("error", "fa-xmark"); button.classList.remove("fa-copy"); }; @@ -94,7 +172,7 @@ function addCopyButtonCallbacks() { setTimeout(function () { button.classList.add("fa-copy"); - button.classList.remove("success", "fa-check", "fa-times"); + button.classList.remove("success", "fa-check", "fa-xmark"); }, 5000); }); } @@ -138,29 +216,418 @@ require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { // Manages the top navigation bar (hides it when the user starts scrolling down on the // mobile). window.Headroom = Headroom; // work around buggy module loading? -$(document).ready(function() { - $('#documenter .docs-navbar').headroom({ - "tolerance": {"up": 10, "down": 10}, +$(document).ready(function () { + $("#documenter .docs-navbar").headroom({ + tolerance: { up: 10, down: 10 }, }); +}); + }) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'minisearch'], function($, minisearch) { + +// In general, most search related things will have "search" as a prefix. +// To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc + +let results = []; +let timer = undefined; + +let data = documenterSearchIndex["docs"].map((x, key) => { + x["id"] = key; // minisearch requires a unique for each object + return x; +}); + +// list below is the lunr 2.1.3 list minus the intersect with names(Base) +// (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) +// ideally we'd just filter the original list but it's not available as a variable +const stopWords = new Set([ + "a", + "able", + "about", + "across", + "after", + "almost", + "also", + "am", + "among", + "an", + "and", + "are", + "as", + "at", + "be", + "because", + "been", + "but", + "by", + "can", + "cannot", + "could", + "dear", + "did", + "does", + "either", + "ever", + "every", + "from", + "got", + "had", + "has", + "have", + "he", + "her", + "hers", + "him", + "his", + "how", + "however", + "i", + "if", + "into", + "it", + "its", + "just", + "least", + "like", + "likely", + "may", + "me", + "might", + "most", + "must", + "my", + "neither", + "no", + "nor", + "not", + "of", + "off", + "often", + "on", + "or", + "other", + "our", + "own", + "rather", + "said", + "say", + "says", + "she", + "should", + "since", + "so", + "some", + "than", + "that", + "the", + "their", + "them", + "then", + "there", + "these", + "they", + "this", + "tis", + "to", + "too", + "twas", + "us", + "wants", + "was", + "we", + "were", + "what", + "when", + "who", + "whom", + "why", + "will", + "would", + "yet", + "you", + "your", +]); + +let index = new minisearch({ + fields: ["title", "text"], // fields to index for full-text search + storeFields: ["location", "title", "text", "category", "page"], // fields to return with search results + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + } + + return word ?? null; + }, + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not find anything if searching for "add!", only for the entire qualification + tokenize: (string) => string.split(/[\s\-\.]+/), + // options which will be applied during the search + searchOptions: { + boost: { title: 100 }, + fuzzy: 2, + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + } + + return word ?? null; + }, + tokenize: (string) => string.split(/[\s\-\.]+/), + }, +}); + +index.addAll(data); + +let filters = [...new Set(data.map((x) => x.category))]; +var modal_filters = make_modal_body_filters(filters); +var filter_results = []; + +$(document).on("keyup", ".documenter-search-input", function (event) { + // Adding a debounce to prevent disruptions from super-speed typing! + debounce(() => update_search(filter_results), 300); +}); + +$(document).on("click", ".search-filter", function () { + if ($(this).hasClass("search-filter-selected")) { + $(this).removeClass("search-filter-selected"); + } else { + $(this).addClass("search-filter-selected"); + } + + // Adding a debounce to prevent disruptions from crazy clicking! + debounce(() => get_filters(), 300); +}); + +/** + * A debounce function, takes a function and an optional timeout in milliseconds + * + * @function callback + * @param {number} timeout + */ +function debounce(callback, timeout = 300) { + clearTimeout(timer); + timer = setTimeout(callback, timeout); +} + +/** + * Make/Update the search component + * + * @param {string[]} selected_filters + */ +function update_search(selected_filters = []) { + let initial_search_body = ` +
                              Type something to get started!
                              + `; + + let querystring = $(".documenter-search-input").val(); + + if (querystring.trim()) { + results = index.search(querystring, { + filter: (result) => { + // Filtering results + if (selected_filters.length === 0) { + return result.score >= 1; + } else { + return ( + result.score >= 1 && selected_filters.includes(result.category) + ); + } + }, + }); + + let search_result_container = ``; + let search_divider = `
                              `; + + if (results.length) { + let links = []; + let count = 0; + let search_results = ""; + + results.forEach(function (result) { + if (result.location) { + // Checking for duplication of results for the same page + if (!links.includes(result.location)) { + search_results += make_search_result(result, querystring); + count++; + } + + links.push(result.location); + } + }); + + let result_count = `
                              ${count} result(s)
                              `; + + search_result_container = ` +
                              + ${modal_filters} + ${search_divider} + ${result_count} +
                              + ${search_results} +
                              +
                              + `; + } else { + search_result_container = ` +
                              + ${modal_filters} + ${search_divider} +
                              0 result(s)
                              +
                              +
                              No result found!
                              + `; + } + + if ($(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").removeClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(search_result_container); + } else { + filter_results = []; + modal_filters = make_modal_body_filters(filters, filter_results); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(initial_search_body); + } +} + +/** + * Make the modal filter html + * + * @param {string[]} filters + * @param {string[]} selected_filters + * @returns string + */ +function make_modal_body_filters(filters, selected_filters = []) { + let str = ``; + + filters.forEach((val) => { + if (selected_filters.includes(val)) { + str += `${val}`; + } else { + str += `${val}`; + } + }); + + let filter_html = ` +
                              + Filters: + ${str} +
                              + `; + + return filter_html; +} + +/** + * Make the result component given a minisearch result data object and the value of the search input as queryString. + * To view the result object structure, refer: https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult + * + * @param {object} result + * @param {string} querystring + * @returns string + */ +function make_search_result(result, querystring) { + let search_divider = `
                              `; + let display_link = + result.location.slice(Math.max(0), Math.min(50, result.location.length)) + + (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div + + if (result.page !== "") { + display_link += ` (${result.page})`; + } + + let textindex = new RegExp(`\\b${querystring}\\b`, "i").exec(result.text); + let text = + textindex !== null + ? result.text.slice( + Math.max(textindex.index - 100, 0), + Math.min( + textindex.index + querystring.length + 100, + result.text.length + ) + ) + : ""; // cut-off text before and after from the match + + let display_result = text.length + ? "..." + + text.replace( + new RegExp(`\\b${querystring}\\b`, "i"), // For first occurrence + '$&' + ) + + "..." + : ""; // highlights the match + + let in_code = false; + if (!["page", "section"].includes(result.category.toLowerCase())) { + in_code = true; + } + + // We encode the full url to escape some special characters which can lead to broken links + let result_div = ` + +
                              +
                              ${result.title}
                              +
                              ${result.category}
                              +
                              +

                              + ${display_result} +

                              +
                              + ${display_link} +
                              +                               + ${search_divider} + `; + + return result_div; +} + +/** + * Get selected filters, remake the filter html and lastly update the search modal + */ +function get_filters() { + let ele = $(".search-filters .search-filter-selected").get(); + filter_results = ele.map((x) => $(x).text().toLowerCase()); + modal_filters = make_modal_body_filters(filters, filter_results); + update_search(filter_results); +} }) //////////////////////////////////////////////////////////////////////////////// require(['jquery'], function($) { // Modal settings dialog -$(document).ready(function() { - var settings = $('#documenter-settings'); - $('#documenter-settings-button').click(function(){ - settings.toggleClass('is-active'); +$(document).ready(function () { + var settings = $("#documenter-settings"); + $("#documenter-settings-button").click(function () { + settings.toggleClass("is-active"); }); // Close the dialog if X is clicked - $('#documenter-settings button.delete').click(function(){ - settings.removeClass('is-active'); + $("#documenter-settings button.delete").click(function () { + settings.removeClass("is-active"); }); // Close dialog if ESC is pressed - $(document).keyup(function(e) { - if (e.keyCode == 27) settings.removeClass('is-active'); + $(document).keyup(function (e) { + if (e.keyCode == 27) settings.removeClass("is-active"); }); }); @@ -168,151 +635,242 @@ $(document).ready(function() { //////////////////////////////////////////////////////////////////////////////// require(['jquery'], function($) { +let search_modal_header = ` +
                              +
                              +

                              + + + + +

                              +
                              +
                              + +
                              +
                              +`; + +let initial_search_body = ` +
                              Type something to get started!
                              +`; + +let search_modal_footer = ` +
                              + + Ctrl + + / to search + + esc to close +
                              +`; + +$(document.body).append( + ` + + ` +); + +document.querySelector(".docs-search-query").addEventListener("click", () => { + openModal(); +}); + +document.querySelector(".close-search-modal").addEventListener("click", () => { + closeModal(); +}); + +$(document).on("click", ".search-result-link", function () { + closeModal(); +}); + +document.addEventListener("keydown", (event) => { + if ((event.ctrlKey || event.metaKey) && event.key === "/") { + openModal(); + } else if (event.key === "Escape") { + closeModal(); + } + + return false; +}); + +// Functions to open and close a modal +function openModal() { + let searchModal = document.querySelector("#search-modal"); + + searchModal.classList.add("is-active"); + document.querySelector(".documenter-search-input").focus(); +} + +function closeModal() { + let searchModal = document.querySelector("#search-modal"); + let initial_search_body = ` +
                              Type something to get started!
                              + `; + + searchModal.classList.remove("is-active"); + document.querySelector(".documenter-search-input").blur(); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".documenter-search-input").val(""); + $(".search-modal-card-body").html(initial_search_body); +} + +document + .querySelector("#search-modal .modal-background") + .addEventListener("click", () => { + closeModal(); + }); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + // Manages the showing and hiding of the sidebar. -$(document).ready(function() { +$(document).ready(function () { var sidebar = $("#documenter > .docs-sidebar"); - var sidebar_button = $("#documenter-sidebar-button") - sidebar_button.click(function(ev) { + var sidebar_button = $("#documenter-sidebar-button"); + sidebar_button.click(function (ev) { ev.preventDefault(); - sidebar.toggleClass('visible'); - if (sidebar.hasClass('visible')) { + sidebar.toggleClass("visible"); + if (sidebar.hasClass("visible")) { // Makes sure that the current menu item is visible in the sidebar. $("#documenter .docs-menu a.is-active").focus(); } }); - $("#documenter > .docs-main").bind('click', function(ev) { + $("#documenter > .docs-main").bind("click", function (ev) { if ($(ev.target).is(sidebar_button)) { return; } - if (sidebar.hasClass('visible')) { - sidebar.removeClass('visible'); + if (sidebar.hasClass("visible")) { + sidebar.removeClass("visible"); } }); -}) +}); // Resizes the package name / sitename in the sidebar if it is too wide. // Inspired by: https://github.com/davatron5000/FitText.js -$(document).ready(function() { +$(document).ready(function () { e = $("#documenter .docs-autofit"); function resize() { - var L = parseInt(e.css('max-width'), 10); + var L = parseInt(e.css("max-width"), 10); var L0 = e.width(); - if(L0 > L) { - var h0 = parseInt(e.css('font-size'), 10); - e.css('font-size', L * h0 / L0); + if (L0 > L) { + var h0 = parseInt(e.css("font-size"), 10); + e.css("font-size", (L * h0) / L0); // TODO: make sure it survives resizes? } } // call once and then register events resize(); $(window).resize(resize); - $(window).on('orientationchange', resize); + $(window).on("orientationchange", resize); }); // Scroll the navigation bar to the currently selected menu item -$(document).ready(function() { +$(document).ready(function () { var sidebar = $("#documenter .docs-menu").get(0); var active = $("#documenter .docs-menu .is-active").get(0); - if(typeof active !== 'undefined') { + if (typeof active !== "undefined") { sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; } -}) +}); }) //////////////////////////////////////////////////////////////////////////////// require(['jquery'], function($) { -function set_theme(theme) { - var active = null; - var disabled = []; - for (var i = 0; i < document.styleSheets.length; i++) { - var ss = document.styleSheets[i]; - var themename = ss.ownerNode.getAttribute("data-theme-name"); - if(themename === null) continue; // ignore non-theme stylesheets - // Find the active theme - if(themename === theme) active = ss; - else disabled.push(ss); - } - if(active !== null) { - active.disabled = false; - if(active.ownerNode.getAttribute("data-theme-primary") === null) { - document.getElementsByTagName('html')[0].className = "theme--" + theme; - } else { - document.getElementsByTagName('html')[0].className = ""; - } - disabled.forEach(function(ss){ - ss.disabled = true; - }); - } - - // Store the theme in localStorage - if(typeof(window.localStorage) !== "undefined") { - window.localStorage.setItem("documenter-theme", theme); - } else { - console.error("Browser does not support window.localStorage"); - } -} - // Theme picker setup -$(document).ready(function() { +$(document).ready(function () { // onchange callback - $('#documenter-themepicker').change(function themepick_callback(ev){ - var themename = $('#documenter-themepicker option:selected').attr('value'); - set_theme(themename); + $("#documenter-themepicker").change(function themepick_callback(ev) { + var themename = $("#documenter-themepicker option:selected").attr("value"); + if (themename === "auto") { + // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'); + window.localStorage.removeItem("documenter-theme"); + } else { + // set_theme(themename); + window.localStorage.setItem("documenter-theme", themename); + } + // We re-use the global function from themeswap.js to actually do the swapping. + set_theme_from_local_storage(); }); // Make sure that the themepicker displays the correct theme when the theme is retrieved // from localStorage - if(typeof(window.localStorage) !== "undefined") { - var theme = window.localStorage.getItem("documenter-theme"); - if(theme !== null) { - $('#documenter-themepicker option').each(function(i,e) { - e.selected = (e.value === theme); - }) - } else { - $('#documenter-themepicker option').each(function(i,e) { - e.selected = $("html").hasClass(`theme--${e.value}`); - }) + if (typeof window.localStorage !== "undefined") { + var theme = window.localStorage.getItem("documenter-theme"); + if (theme !== null) { + $("#documenter-themepicker option").each(function (i, e) { + e.selected = e.value === theme; + }); } } -}) +}); }) //////////////////////////////////////////////////////////////////////////////// require(['jquery'], function($) { // update the version selector with info from the siteinfo.js and ../versions.js files -$(document).ready(function() { +$(document).ready(function () { // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the // siteinfo.js file, we just return immediately and not display the version selector. - if (typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === 'boolean' && DOCUMENTER_VERSION_SELECTOR_DISABLED) { + if ( + typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" && + DOCUMENTER_VERSION_SELECTOR_DISABLED + ) { return; } var version_selector = $("#documenter .docs-version-selector"); var version_selector_select = $("#documenter .docs-version-selector select"); - version_selector_select.change(function(x) { - target_href = version_selector_select.children("option:selected").get(0).value; + version_selector_select.change(function (x) { + target_href = version_selector_select + .children("option:selected") + .get(0).value; window.location.href = target_href; }); // add the current version to the selector based on siteinfo.js, but only if the selector is empty - if (typeof DOCUMENTER_CURRENT_VERSION !== 'undefined' && $('#version-selector > option').length == 0) { - var option = $(""); + if ( + typeof DOCUMENTER_CURRENT_VERSION !== "undefined" && + $("#version-selector > option").length == 0 + ) { + var option = $( + "" + ); version_selector_select.append(option); } - if (typeof DOC_VERSIONS !== 'undefined') { + if (typeof DOC_VERSIONS !== "undefined") { var existing_versions = version_selector_select.children("option"); - var existing_versions_texts = existing_versions.map(function(i,x){return x.text}); - DOC_VERSIONS.forEach(function(each) { - var version_url = documenterBaseURL + "/../" + each; + var existing_versions_texts = existing_versions.map(function (i, x) { + return x.text; + }); + DOC_VERSIONS.forEach(function (each) { + var version_url = documenterBaseURL + "/../" + each + "/"; var existing_id = $.inArray(each, existing_versions_texts); // if not already in the version selector, add it as a new option, // otherwise update the old option with the URL and enable it if (existing_id == -1) { - var option = $(""); + var option = $( + "" + ); version_selector_select.append(option); } else { var option = existing_versions[existing_id]; @@ -326,6 +884,6 @@ $(document).ready(function() { if (version_selector_select.children("option").length > 0) { version_selector.toggleClass("visible"); } -}) +}); }) diff --git a/dev/assets/search.js b/dev/assets/search.js deleted file mode 100644 index c133f74..0000000 --- a/dev/assets/search.js +++ /dev/null @@ -1,267 +0,0 @@ -// Generated by Documenter.jl -requirejs.config({ - paths: { - 'lunr': 'https://cdnjs.cloudflare.com/ajax/libs/lunr.js/2.3.9/lunr.min', - 'lodash': 'https://cdnjs.cloudflare.com/ajax/libs/lodash.js/4.17.21/lodash.min', - 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.6.0/jquery.min', - } -}); -//////////////////////////////////////////////////////////////////////////////// -require(['jquery', 'lunr', 'lodash'], function($, lunr, _) { - -$(document).ready(function() { - // parseUri 1.2.2 - // (c) Steven Levithan - // MIT License - function parseUri (str) { - var o = parseUri.options, - m = o.parser[o.strictMode ? "strict" : "loose"].exec(str), - uri = {}, - i = 14; - - while (i--) uri[o.key[i]] = m[i] || ""; - - uri[o.q.name] = {}; - uri[o.key[12]].replace(o.q.parser, function ($0, $1, $2) { - if ($1) uri[o.q.name][$1] = $2; - }); - - return uri; - }; - parseUri.options = { - strictMode: false, - key: ["source","protocol","authority","userInfo","user","password","host","port","relative","path","directory","file","query","anchor"], - q: { - name: "queryKey", - parser: /(?:^|&)([^&=]*)=?([^&]*)/g - }, - parser: { - strict: /^(?:([^:\/?#]+):)?(?:\/\/((?:(([^:@]*)(?::([^:@]*))?)?@)?([^:\/?#]*)(?::(\d*))?))?((((?:[^?#\/]*\/)*)([^?#]*))(?:\?([^#]*))?(?:#(.*))?)/, - loose: /^(?:(?![^:@]+:[^:@\/]*@)([^:\/?#.]+):)?(?:\/\/)?((?:(([^:@]*)(?::([^:@]*))?)?@)?([^:\/?#]*)(?::(\d*))?)(((\/(?:[^?#](?![^?#\/]*\.[^?#\/.]+(?:[?#]|$)))*\/?)?([^?#\/]*))(?:\?([^#]*))?(?:#(.*))?)/ - } - }; - - $("#search-form").submit(function(e) { - e.preventDefault() - }) - - // list below is the lunr 2.1.3 list minus the intersect with names(Base) - // (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) - // ideally we'd just filter the original list but it's not available as a variable - lunr.stopWordFilter = lunr.generateStopWordFilter([ - 'a', - 'able', - 'about', - 'across', - 'after', - 'almost', - 'also', - 'am', - 'among', - 'an', - 'and', - 'are', - 'as', - 'at', - 'be', - 'because', - 'been', - 'but', - 'by', - 'can', - 'cannot', - 'could', - 'dear', - 'did', - 'does', - 'either', - 'ever', - 'every', - 'from', - 'got', - 'had', - 'has', - 'have', - 'he', - 'her', - 'hers', - 'him', - 'his', - 'how', - 'however', - 'i', - 'if', - 'into', - 'it', - 'its', - 'just', - 'least', - 'like', - 'likely', - 'may', - 'me', - 'might', - 'most', - 'must', - 'my', - 'neither', - 'no', - 'nor', - 'not', - 'of', - 'off', - 'often', - 'on', - 'or', - 'other', - 'our', - 'own', - 'rather', - 'said', - 'say', - 'says', - 'she', - 'should', - 'since', - 'so', - 'some', - 'than', - 'that', - 'the', - 'their', - 'them', - 'then', - 'there', - 'these', - 'they', - 'this', - 'tis', - 'to', - 'too', - 'twas', - 'us', - 'wants', - 'was', - 'we', - 'were', - 'what', - 'when', - 'who', - 'whom', - 'why', - 'will', - 'would', - 'yet', - 'you', - 'your' - ]) - - // add . as a separator, because otherwise "title": "Documenter.Anchors.add!" - // would not find anything if searching for "add!", only for the entire qualification - lunr.tokenizer.separator = /[\s\-\.]+/ - - // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names - lunr.trimmer = function (token) { - return token.update(function (s) { - return s.replace(/^[^a-zA-Z0-9@!]+/, '').replace(/[^a-zA-Z0-9@!]+$/, '') - }) - } - - lunr.Pipeline.registerFunction(lunr.stopWordFilter, 'juliaStopWordFilter') - lunr.Pipeline.registerFunction(lunr.trimmer, 'juliaTrimmer') - - var index = lunr(function () { - this.ref('location') - this.field('title',{boost: 100}) - this.field('text') - documenterSearchIndex['docs'].forEach(function(e) { - this.add(e) - }, this) - }) - var store = {} - - documenterSearchIndex['docs'].forEach(function(e) { - store[e.location] = {title: e.title, category: e.category, page: e.page} - }) - - $(function(){ - searchresults = $('#documenter-search-results'); - searchinfo = $('#documenter-search-info'); - searchbox = $('#documenter-search-query'); - searchform = $('.docs-search'); - sidebar = $('.docs-sidebar'); - function update_search(querystring) { - tokens = lunr.tokenizer(querystring) - results = index.query(function (q) { - tokens.forEach(function (t) { - q.term(t.toString(), { - fields: ["title"], - boost: 100, - usePipeline: true, - editDistance: 0, - wildcard: lunr.Query.wildcard.NONE - }) - q.term(t.toString(), { - fields: ["title"], - boost: 10, - usePipeline: true, - editDistance: 2, - wildcard: lunr.Query.wildcard.NONE - }) - q.term(t.toString(), { - fields: ["text"], - boost: 1, - usePipeline: true, - editDistance: 0, - wildcard: lunr.Query.wildcard.NONE - }) - }) - }) - searchinfo.text("Number of results: " + results.length) - searchresults.empty() - results.forEach(function(result) { - data = store[result.ref] - link = $(''+data.title+'') - link.attr('href', documenterBaseURL+'/'+result.ref) - if (data.category != "page"){ - cat = $('('+data.category+', '+data.page+')') - } else { - cat = $('('+data.category+')') - } - li = $('
                            • ').append(link).append(" ").append(cat) - searchresults.append(li) - }) - } - - function update_search_box() { - querystring = searchbox.val() - update_search(querystring) - } - - searchbox.keyup(_.debounce(update_search_box, 250)) - searchbox.change(update_search_box) - - // Disable enter-key form submission for the searchbox on the search page - // and just re-run search rather than refresh the whole page. - searchform.keypress( - function(event){ - if (event.which == '13') { - if (sidebar.hasClass('visible')) { - sidebar.removeClass('visible'); - } - update_search_box(); - event.preventDefault(); - } - } - ); - - search_query_uri = parseUri(window.location).queryKey["q"] - if(search_query_uri !== undefined) { - search_query = decodeURIComponent(search_query_uri.replace(/\+/g, '%20')) - searchbox.val(search_query) - } - update_search_box(); - }) -}) - -}) diff --git a/dev/assets/themes/documenter-dark.css b/dev/assets/themes/documenter-dark.css index c94a294..9f5449f 100644 --- a/dev/assets/themes/documenter-dark.css +++ b/dev/assets/themes/documenter-dark.css @@ -1,7 +1,7 @@ -@keyframes spinAround{from{transform:rotate(0deg)}to{transform:rotate(359deg)}}html.theme--documenter-dark .tabs,html.theme--documenter-dark .pagination-previous,html.theme--documenter-dark .pagination-next,html.theme--documenter-dark .pagination-link,html.theme--documenter-dark .pagination-ellipsis,html.theme--documenter-dark .breadcrumb,html.theme--documenter-dark .file,html.theme--documenter-dark .button,.is-unselectable,html.theme--documenter-dark .modal-close,html.theme--documenter-dark .delete{-webkit-touch-callout:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}html.theme--documenter-dark .navbar-link:not(.is-arrowless)::after,html.theme--documenter-dark .select:not(.is-multiple):not(.is-loading)::after{border:3px solid rgba(0,0,0,0);border-radius:2px;border-right:0;border-top:0;content:" ";display:block;height:0.625em;margin-top:-0.4375em;pointer-events:none;position:absolute;top:50%;transform:rotate(-45deg);transform-origin:center;width:0.625em}html.theme--documenter-dark .admonition:not(:last-child),html.theme--documenter-dark .tabs:not(:last-child),html.theme--documenter-dark .message:not(:last-child),html.theme--documenter-dark .list:not(:last-child),html.theme--documenter-dark .level:not(:last-child),html.theme--documenter-dark .breadcrumb:not(:last-child),html.theme--documenter-dark .highlight:not(:last-child),html.theme--documenter-dark .block:not(:last-child),html.theme--documenter-dark .title:not(:last-child),html.theme--documenter-dark .subtitle:not(:last-child),html.theme--documenter-dark .table-container:not(:last-child),html.theme--documenter-dark .table:not(:last-child),html.theme--documenter-dark .progress:not(:last-child),html.theme--documenter-dark .notification:not(:last-child),html.theme--documenter-dark .content:not(:last-child),html.theme--documenter-dark .box:not(:last-child){margin-bottom:1.5rem}html.theme--documenter-dark .modal-close,html.theme--documenter-dark .delete{-moz-appearance:none;-webkit-appearance:none;background-color:rgba(10,10,10,0.2);border:none;border-radius:290486px;cursor:pointer;pointer-events:auto;display:inline-block;flex-grow:0;flex-shrink:0;font-size:0;height:20px;max-height:20px;max-width:20px;min-height:20px;min-width:20px;outline:none;position:relative;vertical-align:top;width:20px}html.theme--documenter-dark .modal-close::before,html.theme--documenter-dark .delete::before,html.theme--documenter-dark .modal-close::after,html.theme--documenter-dark .delete::after{background-color:#fff;content:"";display:block;left:50%;position:absolute;top:50%;transform:translateX(-50%) translateY(-50%) rotate(45deg);transform-origin:center center}html.theme--documenter-dark .modal-close::before,html.theme--documenter-dark 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kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-dark.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,html.theme--documenter-dark .content 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figure:not(:first-child){margin-top:2em}html.theme--documenter-dark .content figure:not(:last-child){margin-bottom:2em}html.theme--documenter-dark .content figure img{display:inline-block}html.theme--documenter-dark .content figure figcaption{font-style:italic}html.theme--documenter-dark .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--documenter-dark .content sup,html.theme--documenter-dark .content sub{font-size:75%}html.theme--documenter-dark .content table{width:100%}html.theme--documenter-dark .content table td,html.theme--documenter-dark .content table th{border:1px solid #5e6d6f;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--documenter-dark .content table th{color:#f2f2f2}html.theme--documenter-dark .content table th:not([align]){text-align:left}html.theme--documenter-dark .content table thead td,html.theme--documenter-dark .content table thead th{border-width:0 0 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.button.is-light.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-dark,html.theme--documenter-dark .content kbd.button{background-color:#282f2f;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:hover,html.theme--documenter-dark .content kbd.button:hover,html.theme--documenter-dark .button.is-dark.is-hovered,html.theme--documenter-dark .content kbd.button.is-hovered{background-color:#232829;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:focus,html.theme--documenter-dark 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kbd.button.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined,html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-outlined.is-focused{background-color:#282f2f;border-color:#282f2f;color:#fff}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading::after,html.theme--documenter-dark .content 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html.theme--documenter-dark .button.is-dark.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark 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.docstring>section>a.button.is-outlined.is-hovered.docs-sourcelink,html.theme--documenter-dark .button.is-primary.is-outlined:focus,html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink:focus,html.theme--documenter-dark .button.is-primary.is-outlined.is-focused,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-focused.docs-sourcelink{background-color:#375a7f;border-color:#375a7f;color:#fff}html.theme--documenter-dark .button.is-primary.is-outlined.is-loading::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink::after{border-color:transparent transparent #375a7f #375a7f !important}html.theme--documenter-dark .button.is-primary.is-outlined.is-loading:hover::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink:hover::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark 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.button.is-warning.is-active{background-color:#946e00;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-warning[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning{background-color:#ad8100;border-color:#ad8100;box-shadow:none}html.theme--documenter-dark .button.is-warning.is-inverted{background-color:#fff;color:#ad8100}html.theme--documenter-dark .button.is-warning.is-inverted:hover,html.theme--documenter-dark .button.is-warning.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#ad8100}html.theme--documenter-dark .button.is-warning.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark 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.button.is-danger.is-light{background-color:#fdeeec;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:hover,html.theme--documenter-dark .button.is-danger.is-light.is-hovered{background-color:#fce3e0;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:active,html.theme--documenter-dark .button.is-danger.is-light.is-active{background-color:#fcd8d5;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--documenter-dark .button.is-small:not(.is-rounded),html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--documenter-dark .button.is-normal{font-size:1rem}html.theme--documenter-dark .button.is-medium{font-size:1.25rem}html.theme--documenter-dark .button.is-large{font-size:1.5rem}html.theme--documenter-dark .button[disabled],fieldset[disabled] html.theme--documenter-dark .button{background-color:#8c9b9d;border-color:#5e6d6f;box-shadow:none;opacity:.5}html.theme--documenter-dark .button.is-fullwidth{display:flex;width:100%}html.theme--documenter-dark .button.is-loading{color:transparent !important;pointer-events:none}html.theme--documenter-dark .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--documenter-dark .button.is-static{background-color:#282f2f;border-color:#5e6d6f;color:#dbdee0;box-shadow:none;pointer-events:none}html.theme--documenter-dark .button.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--documenter-dark .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--documenter-dark .buttons .button{margin-bottom:0.5rem}html.theme--documenter-dark .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--documenter-dark .buttons:last-child{margin-bottom:-0.5rem}html.theme--documenter-dark .buttons:not(:last-child){margin-bottom:1rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--documenter-dark .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--documenter-dark .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--documenter-dark .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--documenter-dark .buttons.has-addons 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.property-search-result-badge,.search-result-link:hover .search-filter,.search-result-link:focus .property-search-result-badge,.search-result-link:focus .search-filter{color:#f1f5f9;background-color:#333}.search-filter{color:#333;background-color:#f5f5f5;transition:all 300ms}.search-filter:hover,.search-filter:focus{color:#333}.search-filter-selected{color:#f5f5f5;background-color:rgba(139,0,139,0.5)}.search-filter-selected:hover,.search-filter-selected:focus{color:#f5f5f5}.search-result-highlight{background-color:#ffdd57;color:black}.search-divider{border-bottom:1px solid #dbdbdb}.search-result-title{width:85%;color:#333}.search-result-code-title{font-size:0.875rem;font-family:"JuliaMono","SFMono-Regular","Menlo","Consolas","Liberation Mono","DejaVu Sans Mono",monospace}#search-modal .modal-card-body::-webkit-scrollbar,#search-modal .filter-tabs::-webkit-scrollbar{height:10px;width:10px;background-color:transparent}#search-modal .modal-card-body::-webkit-scrollbar-thumb,#search-modal .filter-tabs::-webkit-scrollbar-thumb{background-color:gray;border-radius:1rem}#search-modal .modal-card-body::-webkit-scrollbar-track,#search-modal .filter-tabs::-webkit-scrollbar-track{-webkit-box-shadow:inset 0 0 6px rgba(0,0,0,0.6);background-color:transparent}.w-100{width:100%}.gap-2{gap:0.5rem}.gap-4{gap:1rem}.gap-8{gap:2rem}.ansi span.sgr1{font-weight:bolder}.ansi span.sgr2{font-weight:lighter}.ansi span.sgr3{font-style:italic}.ansi span.sgr4{text-decoration:underline}.ansi span.sgr7{color:#fff;background-color:#222}.ansi span.sgr8{color:transparent}.ansi span.sgr8 span{color:transparent}.ansi span.sgr9{text-decoration:line-through}.ansi span.sgr30{color:#242424}.ansi span.sgr31{color:#a7201f}.ansi span.sgr32{color:#066f00}.ansi span.sgr33{color:#856b00}.ansi span.sgr34{color:#2149b0}.ansi span.sgr35{color:#7d4498}.ansi span.sgr36{color:#007989}.ansi span.sgr37{color:gray}.ansi span.sgr40{background-color:#242424}.ansi span.sgr41{background-color:#a7201f}.ansi span.sgr42{background-color:#066f00}.ansi span.sgr43{background-color:#856b00}.ansi span.sgr44{background-color:#2149b0}.ansi span.sgr45{background-color:#7d4498}.ansi span.sgr46{background-color:#007989}.ansi span.sgr47{background-color:gray}.ansi span.sgr90{color:#616161}.ansi span.sgr91{color:#cb3c33}.ansi span.sgr92{color:#0e8300}.ansi span.sgr93{color:#a98800}.ansi span.sgr94{color:#3c5dcd}.ansi span.sgr95{color:#9256af}.ansi span.sgr96{color:#008fa3}.ansi span.sgr97{color:#f5f5f5}.ansi span.sgr100{background-color:#616161}.ansi span.sgr101{background-color:#cb3c33}.ansi span.sgr102{background-color:#0e8300}.ansi span.sgr103{background-color:#a98800}.ansi span.sgr104{background-color:#3c5dcd}.ansi span.sgr105{background-color:#9256af}.ansi span.sgr106{background-color:#008fa3}.ansi span.sgr107{background-color:#f5f5f5}code.language-julia-repl>span.hljs-meta{color:#066f00;font-weight:bolder}/*! Theme: Default Description: Original highlight.js style Author: (c) Ivan Sagalaev @@ -6,4 +6,4 @@ Website: https://highlightjs.org/ License: see project LICENSE Touched: 2021 -*/pre code.hljs{display:block;overflow-x:auto}code.hljs{padding:3px 5px}.hljs{background:#F0F0F0;color:#444}.hljs-comment{color:#888888}.hljs-tag,.hljs-punctuation{color:#444a}.hljs-tag .hljs-name,.hljs-tag .hljs-attr{color:#444}.hljs-keyword,.hljs-attribute,.hljs-selector-tag,.hljs-meta .hljs-keyword,.hljs-doctag,.hljs-name{font-weight:bold}.hljs-type,.hljs-string,.hljs-number,.hljs-selector-id,.hljs-selector-class,.hljs-quote,.hljs-template-tag,.hljs-deletion{color:#880000}.hljs-title,.hljs-section{color:#880000;font-weight:bold}.hljs-regexp,.hljs-symbol,.hljs-variable,.hljs-template-variable,.hljs-link,.hljs-selector-attr,.hljs-operator,.hljs-selector-pseudo{color:#BC6060}.hljs-literal{color:#78A960}.hljs-built_in,.hljs-bullet,.hljs-code,.hljs-addition{color:#397300}.hljs-meta{color:#1f7199}.hljs-meta .hljs-string{color:#4d99bf}.hljs-emphasis{font-style:italic}.hljs-strong{font-weight:bold} +*/pre code.hljs{display:block;overflow-x:auto;padding:1em}code.hljs{padding:3px 5px}.hljs{background:#F3F3F3;color:#444}.hljs-comment{color:#697070}.hljs-tag,.hljs-punctuation{color:#444a}.hljs-tag .hljs-name,.hljs-tag .hljs-attr{color:#444}.hljs-keyword,.hljs-attribute,.hljs-selector-tag,.hljs-meta .hljs-keyword,.hljs-doctag,.hljs-name{font-weight:bold}.hljs-type,.hljs-string,.hljs-number,.hljs-selector-id,.hljs-selector-class,.hljs-quote,.hljs-template-tag,.hljs-deletion{color:#880000}.hljs-title,.hljs-section{color:#880000;font-weight:bold}.hljs-regexp,.hljs-symbol,.hljs-variable,.hljs-template-variable,.hljs-link,.hljs-selector-attr,.hljs-operator,.hljs-selector-pseudo{color:#ab5656}.hljs-literal{color:#695}.hljs-built_in,.hljs-bullet,.hljs-code,.hljs-addition{color:#397300}.hljs-meta{color:#1f7199}.hljs-meta .hljs-string{color:#38a}.hljs-emphasis{font-style:italic}.hljs-strong{font-weight:bold}.gap-4{gap:1rem} diff --git a/dev/assets/themeswap.js b/dev/assets/themeswap.js index c58e993..9f5eebe 100644 --- a/dev/assets/themeswap.js +++ b/dev/assets/themeswap.js @@ -1,20 +1,17 @@ // Small function to quickly swap out themes. Gets put into the tag.. function set_theme_from_local_storage() { - // Intialize the theme to null, which means default + // Initialize the theme to null, which means default var theme = null; // If the browser supports the localstorage and is not disabled then try to get the // documenter theme - if(window.localStorage != null) { + if (window.localStorage != null) { // Get the user-picked theme from localStorage. May be `null`, which means the default // theme. - theme = window.localStorage.getItem("documenter-theme"); + theme = window.localStorage.getItem("documenter-theme"); } - // Check if the browser supports user color preference - var darkPreference = false; // Check if the users preference is for dark color scheme - if(window.matchMedia('(prefers-color-scheme: dark)').matches === true) { - darkPreference = true; - } + var darkPreference = + window.matchMedia("(prefers-color-scheme: dark)").matches === true; // Initialize a few variables for the loop: // // - active: will contain the index of the theme that should be active. Note that there @@ -24,43 +21,64 @@ function set_theme_from_local_storage() { // // - disabled: style sheets that should be disabled (i.e. all the theme style sheets // that are not the currently active theme) - var active = null; var disabled = []; var darkTheme = null; + var active = null; + var disabled = []; + var primaryLightTheme = null; + var primaryDarkTheme = null; for (var i = 0; i < document.styleSheets.length; i++) { var ss = document.styleSheets[i]; // The tag of each style sheet is expected to have a data-theme-name attribute // which must contain the name of the theme. The names in localStorage much match this. var themename = ss.ownerNode.getAttribute("data-theme-name"); // attribute not set => non-theme stylesheet => ignore - if(themename === null) continue; + if (themename === null) continue; // To distinguish the default (primary) theme, it needs to have the data-theme-primary // attribute set. - var isprimary = (ss.ownerNode.getAttribute("data-theme-primary") !== null); - // Check if the theme is primary dark theme - var isDarkTheme = (ss.ownerNode.getAttribute("data-theme-primary-dark") !== null); - // If ss is for dark theme then set the value of darkTheme to the name of the theme - if(isDarkTheme) darkTheme = themename; + if (ss.ownerNode.getAttribute("data-theme-primary") !== null) { + primaryLightTheme = themename; + } + // Check if the theme is primary dark theme so that we could store its name in darkTheme + if (ss.ownerNode.getAttribute("data-theme-primary-dark") !== null) { + primaryDarkTheme = themename; + } // If we find a matching theme (and it's not the default), we'll set active to non-null - if(themename === theme) active = i; + if (themename === theme) active = i; // Store the style sheets of inactive themes so that we could disable them - if(themename !== theme) disabled.push(ss); + if (themename !== theme) disabled.push(ss); } - if(active !== null) { + var activeTheme = null; + if (active !== null) { // If we did find an active theme, we'll (1) add the theme--$(theme) class to - document.getElementsByTagName('html')[0].className = "theme--" + theme; - // and (2) disable all the other theme stylesheets - disabled.forEach(function(ss){ - ss.disabled = true; - }); + document.getElementsByTagName("html")[0].className = "theme--" + theme; + activeTheme = theme; + } else { + // If we did _not_ find an active theme, then we need to fall back to the primary theme + // which can either be dark or light, depending on the user's OS preference. + var activeTheme = darkPreference ? primaryDarkTheme : primaryLightTheme; + // In case it somehow happens that the relevant primary theme was not found in the + // preceding loop, we abort without doing anything. + if (activeTheme === null) { + console.error("Unable to determine primary theme."); + return; + } + // When switching to the primary light theme, then we must not have a class name + // for the tag. That's only for non-primary or the primary dark theme. + if (darkPreference) { + document.getElementsByTagName("html")[0].className = + "theme--" + activeTheme; + } else { + document.getElementsByTagName("html")[0].className = ""; + } } - else if(darkTheme !== null && darkPreference === true) { - // If we did find an active theme, we'll (1) add the theme--$(theme) class to - document.getElementsByTagName('html')[0].className = "theme--" + darkTheme; - // and (2) disable all the other theme stylesheets - disabled.forEach(function(ss){ - if (ss.ownerNode.getAttribute("data-theme-name") !== darkTheme) { - ss.disabled = true; - } - }); + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // we'll disable all the stylesheets, except for the active one + ss.disabled = !(themename == activeTheme); } } set_theme_from_local_storage(); diff --git a/dev/assets/warner.js b/dev/assets/warner.js index 5531c88..3f6f5d0 100644 --- a/dev/assets/warner.js +++ b/dev/assets/warner.js @@ -1,49 +1,52 @@ -function maybeAddWarning () { - // DOCUMENTER_NEWEST is defined in versions.js, DOCUMENTER_CURRENT_VERSION and DOCUMENTER_STABLE - // in siteinfo.js. - // If either of these are undefined something went horribly wrong, so we abort. - if ( - window.DOCUMENTER_NEWEST === undefined || - window.DOCUMENTER_CURRENT_VERSION === undefined || - window.DOCUMENTER_STABLE === undefined - ) { - return - }; +function maybeAddWarning() { + // DOCUMENTER_NEWEST is defined in versions.js, DOCUMENTER_CURRENT_VERSION and DOCUMENTER_STABLE + // in siteinfo.js. + // If either of these are undefined something went horribly wrong, so we abort. + if ( + window.DOCUMENTER_NEWEST === undefined || + window.DOCUMENTER_CURRENT_VERSION === undefined || + window.DOCUMENTER_STABLE === undefined + ) { + return; + } - // Current version is not a version number, so we can't tell if it's the newest version. Abort. - if (!/v(\d+\.)*\d+/.test(window.DOCUMENTER_CURRENT_VERSION)) { - return - }; + // Current version is not a version number, so we can't tell if it's the newest version. Abort. + if (!/v(\d+\.)*\d+/.test(window.DOCUMENTER_CURRENT_VERSION)) { + return; + } - // Current version is newest version, so no need to add a warning. - if (window.DOCUMENTER_NEWEST === window.DOCUMENTER_CURRENT_VERSION) { - return - }; + // Current version is newest version, so no need to add a warning. + if (window.DOCUMENTER_NEWEST === window.DOCUMENTER_CURRENT_VERSION) { + return; + } - // Add a noindex meta tag (unless one exists) so that search engines don't index this version of the docs. - if (document.body.querySelector('meta[name="robots"]') === null) { - const meta = document.createElement('meta'); - meta.name = 'robots'; - meta.content = 'noindex'; + // Add a noindex meta tag (unless one exists) so that search engines don't index this version of the docs. + if (document.body.querySelector('meta[name="robots"]') === null) { + const meta = document.createElement("meta"); + meta.name = "robots"; + meta.content = "noindex"; - document.getElementsByTagName('head')[0].appendChild(meta); - }; + document.getElementsByTagName("head")[0].appendChild(meta); + } - const div = document.createElement('div'); - div.classList.add('outdated-warning-overlay'); - const closer = document.createElement('button'); - closer.classList.add('outdated-warning-closer', 'delete'); - closer.addEventListener('click', function () { - document.body.removeChild(div); - }); - const href = window.documenterBaseURL + '/../' + window.DOCUMENTER_STABLE; - div.innerHTML = 'This documentation is not for the latest stable release, but for either the development version or an older release.
                              Click here to go to the documentation for the latest stable release.'; - div.appendChild(closer); - document.body.appendChild(div); -}; + const div = document.createElement("div"); + div.classList.add("outdated-warning-overlay"); + const closer = document.createElement("button"); + closer.classList.add("outdated-warning-closer", "delete"); + closer.addEventListener("click", function () { + document.body.removeChild(div); + }); + const href = window.documenterBaseURL + "/../" + window.DOCUMENTER_STABLE; + div.innerHTML = + 'This documentation is not for the latest stable release, but for either the development version or an older release.
                              Click here to go to the documentation for the latest stable release.'; + div.appendChild(closer); + document.body.appendChild(div); +} -if (document.readyState === 'loading') { - document.addEventListener('DOMContentLoaded', maybeAddWarning); +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", maybeAddWarning); } else { - maybeAddWarning(); -}; + maybeAddWarning(); +} diff --git a/dev/index.html b/dev/index.html index bd3ab37..b2db579 100644 --- a/dev/index.html +++ b/dev/index.html @@ -1,2 +1,2 @@ -Home · GptSearchPlugin
                              Edit on GitHub
                              +Home · GptSearchPlugin
                              GitHub
                              diff --git a/dev/search/index.html b/dev/search/index.html deleted file mode 100644 index eff083b..0000000 --- a/dev/search/index.html +++ /dev/null @@ -1,2 +0,0 @@ - -Search · GptSearchPlugin

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