Overview
The following techniques are currently included in the library:
| Category | Technique | Ref. | Demo | |
|---|---|---|---|---|
| 1 | Foundational 🧱 | Vector RAG |  |
|
| 2 | Advanced Architecture 🛰️ | Vector GraphRAG | |
?style=flat&logo=jupyter){kind=icon} |
| 3 | Advanced Architecture 🛰️ | Vector Cypher GraphRAG | |
|
| 4 | Advanced Architecture 🛰️ | Hybrid GraphRAG | |
|
| 5 | Advanced Architecture 🛰️ | Hybrid Cypher GraphRAG | |
|
| 6 | Advanced Architecture 🛰️ | Text2Cypher | |
|
| 7 | Advanced Architecture 🛰️ | GARAG | |
|
| 8 | Advanced Architecture 🛰️ | Naive GraphRAG | |
|
| 9 | Advanced Architecture 🛰️ | Microsoft GraphRAG - in progress | ?style=flat&logo=arxiv){kind=icon} |
|
| 10 | Advanced Architecture 🛰️ | LightRAG - in progress | |
|
| 11 | Advanced Architecture 🛰️ | PathRAG - in progress | |
|
| 12 | Advanced Architecture 🛰️ | GNN-RAG - in progress | |
|
| 13 | Advanced Architecture 🛰️ | T-RAG - in progress | |
|
| 14 | Context Enrichment 🧩 | |||
| 15 | Query Enhancement ✨ |