hierarchical-indexing

Here are 3 public repositories matching this topic...

NP-compete / pageindex

Vectorless, reasoning-based RAG using hierarchical document indexing with Vertex AI. No embeddings, no vector DB - just LLM reasoning.

python nlp pdf machine-learning ai gemini hacktoberfest document-processing rag vertex-ai llm retrieval-augmented-generation hierarchical-indexing

Updated Mar 3, 2026
Python

TreeRAG: Hierarchical RAG platform that indexes dense PDFs into logical trees for precise retrieval, 100% traceability, and LLM-guided deep traversal. Production-ready with enhanced security and streaming indexing.

python information-retrieval typescript deep-learning nextjs traceability rag fastapi llm hallucination-detection hierarchical-indexing

Updated Mar 16, 2026
Python

Ashish4144 / pageindex

Star

Build hierarchical document indexes using LLM reasoning for intuitive navigation and retrieval without chunking, embeddings, or vector databases.

python nlp agent pdf machine-learning information-retrieval retrieval query-builder agents reasoning ai-agents rag vector-database qdrant llm retrieval-augmented-generation agentic-ai zxb hierarchical-indexing

Updated Mar 19, 2026
Python

Improve this page

Add a description, image, and links to the hierarchical-indexing topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the hierarchical-indexing topic, visit your repo's landing page and select "manage topics."

Learn more

Provide feedback

Saved searches

Use saved searches to filter your results more quickly