Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali
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May 16, 2025 - Python
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text-embeddings
Here are 66 public repositories matching this topic...
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
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Mar 2, 2023 - Python
Train Models Contrastively in Pytorch
deep-learning transformers pytorch embeddings multimodal rag image-embeddings text-embeddings contrastive-learning dense-retrieval multimodal-rag
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Mar 26, 2025 - Python
🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications.
nlp swift information-retrieval question-answering semantic-similarity pretrained-models semantic-search coreml text-embeddings vector-embeddings apple-neural-engine
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Jun 4, 2024 - Swift
A client side vector search library that can embed, store, search, and cache vectors. Works on the browser and node. It outperforms OpenAI's text-embedding-ada-002 and is way faster than Pinecone and other VectorDBs.
search vector transformers embeddings openai embedding-models vector-search embedding-vectors text-embeddings
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May 29, 2024 - TypeScript
Open Source Text Embedding Models with OpenAI Compatible API
python opensource aws-lambda embeddings openai serverless-framework universal-sentence-encoder fastapi huggingface text-embeddings sentence-transformers langchain langchain-python
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Jul 13, 2024 - Python
Go module for fetching embeddings from embeddings providers
go golang ai embeddings bedrock openai text-embedding cohere text-embeddings vertex-ai llm ollama aws-bedrock
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Apr 21, 2025 - Go
Interactive tree-maps with SBERT & Hierarchical Clustering (HAC)
visualization nlp natural-language-processing clustering transformers embeddings artificial-intelligence clusters interactive-visualizations hierarchical-clustering text-visualization text-embeddings sentence-transformers sbert tree-maps
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Dec 31, 2024 - Python
Code implementation for our ICPR, 2020 paper titled "Improving Word Recognition using Multiple Hypotheses and Deep Embeddings"
recognition cab word-embeddings text-recognition ocr-recognition image-embeddings text-embeddings word-recognition embednet deep-embeddings topk-predictions
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May 21, 2021 - Python
A text embedding viewer for the Jupyter environment
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Jan 24, 2024 - TypeScript
A pipeline to convert contextual knowledge stored in documents and databases into text embeddings, and store them in a vector store
aws lambda s3 bedrock rds dms cdk rag text-embeddings rds-postgres large-language-models generative-ai langchain pgvector vectordb genai retrieval-augmented-generation amazon-bedrock
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Apr 10, 2025 - TypeScript
Flask API for generating text embeddings using OpenAI or sentence_transformers
nlp api-server openai cache-storage embedding text-embedding huggingface text-embeddings sentence-transformers vector-embeddings
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Sep 1, 2023 - Python
Topic Embedding, Text Generation and Modeling using diffusion
nlp machine-learning natural-language-processing topic transformers text-generation topic-modeling lda text-embedding topic-models sentence-embeddings diffusion-models t5 text-embeddings
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Apr 18, 2025 - Python
Sentiment Analysis on the Amazon Reviews Dataset using BERT-based transfer learning approach.
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Apr 19, 2021 - Jupyter Notebook
I have improved the demo by using Azure OpenAI’s Embedding model (text-embedding-ada-002), which has a powerful word embedding capability. This model can also vectorize product key phrases and recommend products based on cosine similarity, but with better results. You can find the updated repo here.
python azure word-embeddings python3 openai recommender-system cosine-similarity text-embedding word-embedding product-recommendation text-embeddings azure-openai azure-openai-api
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Apr 25, 2023 - Jupyter Notebook
Semantic similarity via text embeddings in Elixir - powered by SentenceTransformers by SBert.net
natural-language-processing elixir natural-language-understanding text-embeddings sentence-transformers
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Aug 24, 2021 - Elixir
KRLawGPT : Generative Pre-trained Transformer for producing Korean Legal Text
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Jan 8, 2024 - Python
Mind-X is my intelligent alter ego that understands me the best. It assists with and resolves my bothersome tasks, growing in real-time as a next-generation PersonAI system.
go search-engine database text-embedding text2vec image-embeddings vector-search embedding-vectors vector-database text-embeddings personal-ai llm tensor-database ai-native-database
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Apr 29, 2024 - Go
Use CLIP to create matching texts + embeddings for given images; useful for XAI, adversarial training
embeddings clip gradient-ascent adversarial-examples adversarial-attacks text-image text-embeddings contrastive-language-image-pretraining typographic-attack
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Dec 9, 2024 - Python
Docsifer is a powerful tool for converting various data formats into Markdown for applications such as indexing, text analysis, and more. It supports PDF, PowerPoint, Word, Excel, Images, Audio, HTML, and other text-based formats, and leverages LLMs to enhance performance.
markdown analysis indexing documents text-processing chunking autogen rag vector-database text-embeddings markitdown langchain llama-index emeddings docsier
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Mar 3, 2025 - Python
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