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

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.