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Building RAG agents locally using open source LLMs on Intel CPU #28302

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@pbharti0831 pbharti0831 commented Nov 22, 2024

Description: Added a cookbook that showcase how to build a RAG agent pipeline locally using open-source LLM and embedding models on Intel Xeon CPU. It uses Llama 3.1:8B model from Ollama for LLM and nomic-embed-text-v1.5 from NomicEmbeddings for embeddings. The whole experiment is developed and tested on Intel 4th Gen Xeon Scalable CPU.

@dosubot dosubot bot added the size:XS This PR changes 0-9 lines, ignoring generated files. label Nov 22, 2024
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@dosubot dosubot bot added the 🤖:docs Changes to documentation and examples, like .md, .rst, .ipynb files. Changes to the docs/ folder label Nov 22, 2024
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@ccurme can you please review the PR? Thanks.

@pbharti0831 pbharti0831 changed the title Added a cookbook to show how to run RAG agents locally using open source LLMs on Intel CPU Building RAG agents locally using open source LLMs on Intel CPU Nov 25, 2024
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🤖:docs Changes to documentation and examples, like .md, .rst, .ipynb files. Changes to the docs/ folder size:XS This PR changes 0-9 lines, ignoring generated files.
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