“vector search and databases”

Python library that builds a tree index of long documents and has an LLM reason through it to retrieve answers, without a vector database or chunking.

All-in-one Python AI framework for embeddings-based semantic search, LLM pipelines, workflows and agents.

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