“Python”

Minimal Python graph framework of about 100 lines for LLM agents, workflows, RAG and map-reduce pipelines.

Python framework for LLM agents that run as durable Dapr workflows, with retries, Kubernetes deployment and human-in-the-loop hooks.

Python framework for data labeling agents that learn skills from a ground-truth dataset through iterative feedback.

Model-agnostic SDK for building agents and multi-agent systems in Python, .NET and Java; Microsoft names Agent Framework as its successor.

Python framework for multi-agent applications where agents with defined roles talk through explicit flows, built on the OpenAI Agents SDK.

Open infrastructure for discovering, evaluating, creating and routing reusable AI agent skills, with a Python SDK.

Python and TypeScript SDK that lets an agent message people on email, Slack, Discord, Telegram and other channels through one handler.

Python interface for running and evaluating agents from several frameworks, with OpenTelemetry traces; now in soft deprecation.

Python multi-agent framework that gives LLM agents software-company roles and SOPs to turn a one-line requirement into a project repository.

Python SDK for building agents on Volcengine AgentKit, with a bundled Web UI, Studio deployment and short- and long-term memory.

Event-sourced Python graph runtime where agent behaviors react to a shared graph, with an audit trail and fork-and-diff replay.

Open-source Python evaluation framework with ready-made and custom graders for scoring AI agent quality and producing reward signals.

Python multi-agent framework with PEER and DOE collaboration patterns and configurable LLM vendors such as Qwen, DeepSeek and OpenAI.

Browser DOCX editor and document engine built on OOXML, with a Document API that agents reach through SDKs, a CLI and an MCP server.

Coinbase toolkit that gives AI agents a crypto wallet and onchain actions, framework- and wallet-agnostic.

Open-source access layer that connects AI agents to 1200+ integrations with shared auth, permissions and audit logs.

Low-code Python framework for YAML-defined agents and multi-agent Cogs, with personas, prompt templates and memory nodes.

Open-source Python framework for text and voice assistants; the open-source edition is in maintenance mode while Rasa moves to its CALM engine.

OpenAI-compatible agentic API server for inference, vector stores, files and skills, on any model or infrastructure.

Python framework for LLM applications built on Qwen models, with function calling, MCP, a code interpreter and RAG options.

Managed Microsoft Foundry service for building, deploying and scaling AI agents, with a Python client library on PyPI.

Python framework for autonomous agents that work in a sandboxed workspace, and task agents with tools and MCP support.

TypeScript agent framework on a Rust runtime, where runs are checkpointed, replayed with zero LLM calls and resumed after a crash.

Python framework for MCP-based agents with composable workflow patterns, MCP server creation and Temporal-backed durable execution.