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Every project in the index. Underrated first: good projects that haven’t been noticed yet.

12 projects

#rag Python MIT Clear filters

Code-Graph-RAG
Maps a codebase into a knowledge graph to query and edit in plain English
Developer tools Agent frameworks and tools AI coding agents
Vitali Avagyan5.3k
Octop
Self-hosted multi-user AI assistant with teams of specialist agents
AI apps Self-hosted alternatives Agent frameworks and tools
10.4k
Local Deep Research
Self-hosted research assistant that writes cited reports with local LLMs
AI apps Self-hosted alternatives
LearningCircuit9.4k
LEANN
Compact local vector index for private RAG over personal data
Agent frameworks and tools AI models and runtimes
13k
Semantica
Python framework for building context and knowledge graphs with provenance
Agent frameworks and tools Data and spreadsheets
14.2k
notebooklm-py
Unofficial Python client, CLI, and agent skill for Google NotebookLM
Agent skills and plugins Developer tools AI apps
Teng Lin19.8k
RAG-Anything
Multimodal RAG framework for documents with images, tables, and equations
Agent frameworks and tools AI models and runtimes
23.9k
PageIndex
Tree-based document index for RAG without vectors or chunking
Agent frameworks and tools AI models and runtimes
39.3k
LightRAG
Graph-based retrieval-augmented generation library with a web UI
Agent frameworks and tools AI models and runtimes
40.2k
Docling
Python library and CLI that converts documents into structured data for AI
Agent frameworks and tools AI models and runtimes Productivity
69.2k
Langflow
Visual node editor for building and serving LLM agents and workflows
Agent frameworks and tools AI apps
156k
MarkItDown
Converts PDFs, Office files, and other documents into Markdown for LLMs
Agent frameworks and tools Productivity Developer tools
191k