2 Releases published by 2 people

• v0.3.0

  published Jul 11, 2025

• v1.0.0

  published Jul 15, 2025

60 Pull requests merged by 13 people

• Switch readme to use light logo for better display in github dark mode

  #475 merged Jul 16, 2025

• chore: remove preview from README.md

  #459 merged Jul 15, 2025

• refactor(multiagent): Swarm - Remove unnecessary complete_swarm_task tool

  #473 merged Jul 15, 2025

• fix(multiagent): raise ValueError for unsupported Graph and Swarm agent features

  #472 merged Jul 15, 2025

• fix: Fix various docstring issues

  #469 merged Jul 15, 2025

• feat: Add kwargs to session interfaces for future extensibility

  #464 merged Jul 15, 2025

• Update default model to be Claude 4 Sonnet

  #467 merged Jul 15, 2025

• fix: Plumb system_prompt through to structured_output

  #466 merged Jul 15, 2025

• docs: correct naming in registry.py

  #425 merged Jul 15, 2025

• feat(telemetry): Expose OpenTelemetry exporter init arguments in API

  #365 merged Jul 15, 2025

• feat: add Swarm tracing

  #461 merged Jul 15, 2025

• multiagent - use invoke_async instead of stream_async

  #463 merged Jul 15, 2025

• feat(multiagent): introduce Swarm multi-agent orchestrator

  #416 merged Jul 15, 2025

• feat: Store conversation manager in session

  #441 merged Jul 15, 2025

• fix: Fix session manager agent init

  #458 merged Jul 14, 2025

• refactor: add kwargs to multiagent interfaces

  #454 merged Jul 14, 2025

• docstrings - fix formatting

  #456 merged Jul 14, 2025

• feat: added swarm and graph spans

  #451 merged Jul 14, 2025

• fix: session manager tracks all agent last message

  #455 merged Jul 14, 2025

• Expand additional $refs for structured_output

  #439 merged Jul 14, 2025

• refactor(a2a): upper bound deps + remove from multiagent submodule

  #447 merged Jul 14, 2025

• feat: redact content from a message in a session

  #446 merged Jul 14, 2025

• models - openai - null usage

  #442 merged Jul 14, 2025

• chore: update span names

  #440 merged Jul 14, 2025

• Session persistence

  #302 merged Jul 14, 2025

• feat!: add pagination to mcp_client list_tools_sync

  #436 merged Jul 13, 2025

• models - ollama - clean up in tests

  #435 merged Jul 12, 2025

• models - mistral - init client on every request

  #434 merged Jul 12, 2025

• models - ollama - init async client per request

  #433 merged Jul 12, 2025

• deps(a2a): upper bound a2a sdk dep

  #432 merged Jul 12, 2025

• feat(multiagent): Graph - support multi-modal inputs

  #430 merged Jul 12, 2025

• models - bedrock - remove signaling

  #429 merged Jul 12, 2025

• refactor(a2a): configurable host and port and remove excessive logging

  #423 merged Jul 11, 2025

• chore!: set Agent property load_tools_from_directory to default to False

  #419 merged Jul 11, 2025

• refactor: Remove _remove_dangling_messages from SlidingWindowConversationManager

  #418 merged Jul 11, 2025

• refactor: Update interfaces to include kwargs to enable backwards compatibility

  #413 merged Jul 11, 2025

• refactor: Remove message processor

  #417 merged Jul 11, 2025

• refactor: Remove event_loop_cycle from top level import

  #415 merged Jul 11, 2025

• feat(multi-agent): introduce Graph multi-agent orchestrator

  #336 merged Jul 11, 2025

• models - move abstract class

  #409 merged Jul 11, 2025

• models - litellm - async

  #414 merged Jul 11, 2025

• Mark hooks as non-experimental

  #410 merged Jul 11, 2025

• models - bedrock - threading

  #411 merged Jul 11, 2025

• Rename StartRequestEvent & EndRequestEvent events

  #408 merged Jul 10, 2025

• [REFACTOR] Unify Model Interface Around Single Entry Point (model.stream)

  #400 merged Jul 10, 2025

• feat(async): mcp async call tool

  #406 merged Jul 10, 2025

• structured output - multi-modal input

  #405 merged Jul 10, 2025

• Add Model Invocation Hooks

  #387 merged Jul 10, 2025

• Add hooks for when new messages are appended to the agent's messages

  #385 merged Jul 10, 2025

• fix: Allow tool names that start with numbers

  #407 merged Jul 10, 2025

• Add basis for conformance-based tests

  #403 merged Jul 10, 2025

• async tools support

  #391 merged Jul 10, 2025

• Fix: Update mistral tests to avoid shared agents

  #398 merged Jul 9, 2025

• multi modal input

  #367 merged Jul 9, 2025

• Remove agent.tool_config and update usages to use tool_specs

  #388 merged Jul 9, 2025

• Update integ tests to isolate provider-based tests

  #396 merged Jul 9, 2025

• Writer model provider

  #228 merged Jul 9, 2025

• deps(a2a): upgrade a2a with db support

  #395 merged Jul 9, 2025

• Add cohere client

  #236 merged Jul 9, 2025

• fix: add-threading-instrumentation

  #394 merged Jul 9, 2025

7 Pull requests opened by 7 people

• Add baseten integration

  #389 opened Jul 9, 2025

• feat: expose cache metrics

  #392 opened Jul 9, 2025

• feat(a2a): agents-as-tools

  #424 opened Jul 11, 2025

• models: Add support for DeepSeek models

  #428 opened Jul 12, 2025

• feat! REQUIRED: Let users directly pass an existing boto3 session int…

  #448 opened Jul 14, 2025

• refactor: update tool registry interface

  #468 opened Jul 15, 2025

• docs: Update README.md with Writer

  #474 opened Jul 15, 2025

10 Issues closed by 4 people

• [BUG] Model access issue gives invalid URL

  #452 closed Jul 15, 2025

• [BUG] System prompt is not passed when using structured output in Bedrock

  #362 closed Jul 15, 2025

• [BUG] 0.2.1 breaks streaming

  #399 closed Jul 14, 2025

• [BUG] Tool has validation error due to convert_pydantic_to_tool_spec failing to resolve $ref

  #337 closed Jul 14, 2025

• [FEATURE] Model Providers - Always Base64 Encode Images

  #252 closed Jul 14, 2025

• [BUG] Error: Event loop is closed

  #431 closed Jul 12, 2025

• [BUG] [Fix in v0.2.1] Parallel Tool Invocation Running Slower in v0.2.0

  #356 closed Jul 11, 2025

• [BUG] Loss of Temporary System Prompt Override Functionality

  #344 closed Jul 11, 2025

• [BUG] receiving 'invalid start byte' when using ImageSource with Azure OpenAI

  #85 closed Jul 10, 2025

• [BUG] Bedrock Marketplace model error

  #150 closed Jul 9, 2025

19 Issues opened by 14 people

• [FEATURE] Allow applications to control thread pools for Agent tool calls.

  #476 opened Jul 16, 2025

• [Refactor] Remove run_async from a2a_client tool

  #471 opened Jul 15, 2025

• [FEATURE] Support few-shot samples for structured outputs

  #470 opened Jul 15, 2025

• [BUG] SlidingWindowConversationManager does not work as (I) expect

  #465 opened Jul 15, 2025

• [BUG] Agent.__init__() got an unexpected keyword argument 'max_parallel_tools'

  #462 opened Jul 15, 2025

• [BUG] Token counting inconsistency with image_reader tool - metrics don't reflect actual token usage

  #460 opened Jul 15, 2025

• [FEATURE] Allow tool consent in async frameworks

  #457 opened Jul 14, 2025

• [FEATURE] Allow setting tool_choice when invoking the agent

  #453 opened Jul 14, 2025

• [FEATURE] Amazon Nova tool caching with cachePoint in messages

  #449 opened Jul 14, 2025

• [FEATURE] Configurable agent-as-tool properties

  #445 opened Jul 14, 2025

• [FEATURE] Agent as a tool persistence

  #444 opened Jul 14, 2025

• [REFACTOR] Implemeent Agent interface which prevents circular imports

  #443 opened Jul 14, 2025

• [FEATURE] Remove $ref expansion from structured_output

  #438 opened Jul 14, 2025

• Add performance regression tests

  #427 opened Jul 11, 2025

• [BUG] Listing MCP tools doesn't paginate through results

  #420 opened Jul 11, 2025

• [FEATURE] cache_messages argument for Bedrock model provider

  #404 opened Jul 10, 2025

• [BUG] LiteLLMModel fails on structured output and uses blocking async calls

  #402 opened Jul 10, 2025

• [BUG] Palmyra model access via BadrockModel

  #393 opened Jul 9, 2025

• [FEATURE] AgentRegistry for managing agents

  #390 opened Jul 9, 2025

25 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• [FEATURE] Enhance ToolRegistry to automatically flatten nested tool collections

  #50 commented on Jul 9, 2025 • 0 new comments

• [BUG] OpenTelemetry traces not using parent span context

  #262 commented on Jul 9, 2025 • 0 new comments

• [FEATURE] Multi-Agent Primitives

  #214 commented on Jul 10, 2025 • 0 new comments

• [BUG] LiteLLM+Tools not working

  #312 commented on Jul 10, 2025 • 0 new comments

• [BUG] Agent object not JSON serializable when passed to direct tool calls

  #350 commented on Jul 10, 2025 • 0 new comments

• [FEATURE] Support Multi-Modal input in requests

  #212 commented on Jul 10, 2025 • 0 new comments

• [BUG] Strands import tools from `tools/tools.py` even when no tools are imported.

  #376 commented on Jul 10, 2025 • 0 new comments

• [FEATURE] Implement native async iterator support

  #83 commented on Jul 11, 2025 • 0 new comments

• [FEATURE] Implement general-purpose hook/callback system

  #231 commented on Jul 11, 2025 • 0 new comments

• [FEATURE] Add configurable limits for cycles, token counts, and overall runtime

  #191 commented on Jul 11, 2025 • 0 new comments

• [FEATURE] Pass Agent objects directly to other Agent objects

  #84 commented on Jul 11, 2025 • 0 new comments

• [BUG] AttributeError: 'NoneType' object has no attribute 'prompt_tokens' with OpenAIModel

  #308 commented on Jul 14, 2025 • 0 new comments

• [BUG] Streaming chunks does not return `complete` boolean to signify end of stream

  #276 commented on Jul 14, 2025 • 0 new comments

• [FEATURE] Provide agent access via web UI and API in addition to the CLI

  #82 commented on Jul 14, 2025 • 0 new comments

• [FEATURE] Add metric observability to Agent.structured_output() invocations

  #335 commented on Jul 15, 2025 • 0 new comments

• [FEATURE] Tool Manager for Semantic Tool Selection

  #263 commented on Jul 15, 2025 • 0 new comments

• [FEATURE] Add Database Session Management

  #33 commented on Jul 15, 2025 • 0 new comments

• [FEATURE] Improved MCP DX to prevent common context manager scoping issue

  #198 commented on Jul 15, 2025 • 0 new comments

• [ANNOUNCEMENT] Upcoming Breaking Changes

  #253 commented on Jul 15, 2025 • 0 new comments

• [BUG] Failed to get data source ID: No data sources found for knowledge base INSBJQX888

  #183 commented on Jul 16, 2025 • 0 new comments

• feature/ introduce new model - gemini

  #31 commented on Jul 11, 2025 • 0 new comments

• Support for Amazon SageMaker AI endpoints as Model Provider

  #176 commented on Jul 11, 2025 • 0 new comments

• feat: Adding portkey.ai gateway as a custom model

  #197 commented on Jul 11, 2025 • 0 new comments

• feat(event_loop): make event loop settings configurable

  #288 commented on Jul 11, 2025 • 0 new comments

• models - llamaapi - async

  #372 commented on Jul 12, 2025 • 0 new comments