txtai

🍁 Sycamore is an LLM-powered search and analytics platform for unstructured data.

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.