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Bedrock introduced a new feature: retrieve and generate #13026

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5 tasks done
warren830 opened this issue Jan 24, 2025 · 0 comments · Fixed by #13027
Closed
5 tasks done

Bedrock introduced a new feature: retrieve and generate #13026

warren830 opened this issue Jan 24, 2025 · 0 comments · Fixed by #13027
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💪 enhancement New feature or request 👻 feat:rag Embedding related issue, like qdrant, weaviate, milvus, vector database.

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@warren830
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1. Is this request related to a challenge you're experiencing? Tell me about your story.

This functionality offers three key advantages:

First, its query modification capability enhances retrieval accuracy by intelligently reformulating queries to better match relevant information.

Second, it generates responses with a citation-based approach, similar to academic papers. Each statement is clearly linked to its source, providing full transparency.

Finally, it combines retrieval and large language model generation into a single, seamless API call. This creates a complete RAG (Retrieval Augmented Generation) pipeline without requiring separate steps.

2. Additional context or comments

No response

3. Can you help us with this feature?

  • I am interested in contributing to this feature.
@dosubot dosubot bot added 👻 feat:rag Embedding related issue, like qdrant, weaviate, milvus, vector database. 💪 enhancement New feature or request labels Jan 24, 2025
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Labels
💪 enhancement New feature or request 👻 feat:rag Embedding related issue, like qdrant, weaviate, milvus, vector database.
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