# kg-rag

> This project implements a comprehensive framework for Knowledge Graph Retrieval Augmented Generation (KG-RAG). It focuses on financial data from SEC 10-Q filings and explores how knowledge graphs can 

- **URL**: https://www.freshcrate.ai/projects/kg-rag
- **Author**: VectorInstitute
- **Category**: Frameworks
- **Latest version**: `main@2026-06-03` (2026-06-03)
- **License**: NOASSERTION
- **Source**: https://github.com/VectorInstitute/kg-rag
- **Homepage**: https://vectorinstitute.github.io/kg-rag/
- **Language**: Python
- **GitHub**: 32 stars, 11 forks
- **Registry**: github
- **Tags**: `knowledge-graph`, `llms`, `python`, `rag`

## Description

This project implements a comprehensive framework for Knowledge Graph Retrieval Augmented Generation (KG-RAG). It focuses on financial data from SEC 10-Q filings and explores how knowledge graphs can improve information retrieval and question answering compared to baseline approaches.

## Recent releases

| Version | Date | Urgency | Changes |
| --- | --- | --- | --- |
| `main@2026-06-03` | 2026-06-03 | High | Latest activity on main branch |
| `0.0.0` | 2026-04-09 | High | No release found — using repo HEAD |

## Citation

- HTML: https://www.freshcrate.ai/projects/kg-rag
- Markdown: https://www.freshcrate.ai/projects/kg-rag.md
- Dependencies JSON: https://www.freshcrate.ai/api/projects/kg-rag/deps

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