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REPOSITORY COMPARISON
Compare the foundations.
A factual comparison of purpose, language, licence record and adoption risk. Confirm current repository details before implementation.
| Compare | LlamaIndexGitHub ↗ | GraphRAGGitHub ↗ |
|---|---|---|
| Best for | RAG, document agents and knowledge-heavy applications. | Finding relationships and themes across complex document collections. |
| What it provides | Framework and document-processing platform for connecting agents to private data. | Modular graph-based retrieval-augmented generation from Microsoft Research. |
| Category | RAG & knowledge | RAG & knowledge |
| Primary language | Python | Python |
| Licence record | MIT | MIT |
| Practical caution | Retrieval quality depends on ingestion, chunking, permissions and evaluation. | Indexing can be costly; use benchmarks against simpler retrieval first. |