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gyliu513 / langX101

Apache License 2.0
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haystack rag #198

Closed gyliu513 closed 3 months ago

gyliu513 commented 3 months ago

Summary by CodeRabbit

coderabbitai[bot] commented 3 months ago

[!CAUTION]

Review failed

The pull request is closed.

Walkthrough

The newly introduced h1-rag.py file implements a Retrieval-Augmented Generation (RAG) pipeline within the Haystack framework. This pipeline dynamically retrieves relevant documents and generates answers based on user queries, enhancing the question-answering capabilities of the system. Key components include an in-memory document store, a retriever, a prompt builder, and a language model generator, all working together to provide contextually relevant responses.

Changes

Files Changed Change Summary
haystack/h1-rag.py Introduced a new file for RAG pipeline implementation.
haystack/pipeline.py, haystack/document.py, haystack/document_stores/in_memory.py, haystack/components/retrievers/in_memory.py, haystack/components/generators.py, haystack/components/builders/prompt_builder.py, haystack/components/builders/answer_builder.py New usage of existing classes within the RAG pipeline.

Poem

🐇
In the land of queries, oh so bright,
A RAG pipeline hops into the light!
With documents stored in memory's keep,
It fetches and generates, no time for sleep.
Ask away, dear friend, don’t be shy,
Answers will bounce back, oh my, oh my!
🌼

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