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Update README.md
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Signed-off-by: Zachary BENSALEM <[email protected]>
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Zochory authored Jul 20, 2024
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Expand Up @@ -7,17 +7,18 @@ GraphFleet is based for now from the great [GraphRAG from Microsoft](https://gi

GraphFleet uses knowledge graphs to provide substantial improvements in question-and-answer performance when reasoning about complex information. It addresses limitations of traditional RAG approaches by:

1. Connecting disparate pieces of information through shared attributes.
2. Structured, hierarchical approach to Retrieval Augmented Generation
3. Knowledge graph extraction from raw text
4. Community hierarchy building
5. Hierarchical summarization
6. Enhanced reasoning capabilities for LLMs on private datasets
3. (Soon) Improve the structure of the overall repository.
4. (Soon) Add our dedicated prompts for the indexing & queriying, more vectordatabase
5. (Soon) Add pull requests features
6. (Soon) Provide an User Interface and a quicker way of starting GraphFleet locally
7. (Soon) Access GraphFleet among our set of solution through a secure and enterprise ready Azure Cloud hosting version. [Join the waitlist now](https://forms.office.com/e/9cHKxgrQgV)
- [x] Connecting disparate pieces of information through shared attributes.
- [x] Structured, hierarchical approach to Retrieval Augmented Generation
- [x] Knowledge graph extraction from raw text
- [x] Community hierarchy building
- [x] Hierarchical summarization
- [x] Enhanced reasoning capabilities for LLMs on private datasets
- [ ] Improve the structure of the overall repository.
- [ ] Add our dedicated prompts for the indexing & queriying, more vectordatabase
- [ ] Add more notebooks
- [ ] Provide an FleetUI Design Kit and a quicker way of starting GraphFleet locally
- [ ] Add integrations (Langchain, Flowise, Langflow, Microsoft Fabric, Composio, Neo4j..)
- [ ] Access GraphFleet through a secure and enterprise ready Azure Cloud hosting version. [Join the waitlist now](https://forms.office.com/e/9cHKxgrQgV)
8. And way more... 👀

## Key Features
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