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[MODULE] RAG Module #135

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[MODULE] RAG Module #135

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duydl
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@duydl duydl commented Dec 22, 2024

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@Knight7561
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@duydl , Can I contribute to these module after checking out #85

- **Chunker**: Splits documents into manageable segments for efficient retrieval.
- **Generator**: Generates responses using the retrieved context.
- **Orchestrator**: Manages interactions between these components to ensure seamless workflow.

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8_rag/README.md Outdated

### RAG Architecture

RAG's modular architecture allows for customization and optimization based on task requirements. A typical RAG pipeline involves the following components:

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perhaps a visuals would help here?

8_rag/README.md Outdated Show resolved Hide resolved
8_rag/README.md Outdated
- **Frameworks**: **RAGAs** for integrated evaluation, **BLEU**, **ROUGE**, and **MRR** for detailed metrics.


## 5. Tools and Frameworks

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I feel we can this section too and make it more general.

@burtenshaw
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Hey @duydl ! Are you still working on this? It looks great so far.

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4 participants