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The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

★ 1.5K121 forksPythonMITNPC-Worldwide

Python framework for building LLM applications with agent, tool-use, and multi-agent orchestration primitives. Supports local and cloud model providers, multimodal workflows, MCP, and knowledge graph pipelines.

Use Cases

Build tool-using AI agentsOrchestrate multi-agent teams and debatesCall local and cloud LLMsCreate coding agents that execute generated codeBuild knowledge graph pipelinesGenerate and fine-tune images

Built With

Language
Python
Frameworks
Ollama · llama.cpp · LM Studio · MCP

Tags

LLM · multimodal · agents · multi-agent · tool calling · MCP · knowledge graphs · model providers