VectifyAI/PageIndex
Vectorless reasoning-based RAG system
PageIndex is a Python-based retrieval-augmented generation framework that uses reasoning and tree structures instead of vector databases or chunking. It enables context-aware document retrieval that mimics human reading patterns for improved accuracy.
- Language
- Python
- Topics
- agentic-ai · agents · ai · ai-agents · context-engineering · information-retrieval · llm · rag
- Stars
- 37,100
- Contributors
- 16
- Forks
- 3,200
- Days trending in the last 30
- 1 days
- Latest release
- v0.2.20 · September 28, 2026
- Commits
- 480
- Last commit
- September 29, 2026
- Open issues
- 36
- Open pull requests
- 72