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RAG with ollama support #104

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lordbeerus0505
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@lordbeerus0505 lordbeerus0505 commented Jun 1, 2025

I assume multiple readers of this repository such as myself do not have access to OpenAI, Groq or Anthropic's API keys and don't want to spend money on them. Further, many organizations, such as the one I work in, would prefer our models do not share our proprietary data to OpenAI. A local model would come in clutch in such scenarios.

Has been tested on my macos 15 (M1 Macbook Air) laptop.

@NirDiamant
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I'll approve this one in about two weeks. I created a new tutorial of Ollama which I want to refer to

@NirDiamant
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can you please refer to https://github.com/NirDiamant/agents-towards-production/blob/main/tutorials/on-prem-llm-ollama/ollama_tutorial.ipynb in this tutorial?

@lordbeerus0505
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Apologies for the delay. Done ✅

@NirDiamant
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Several things:

  • Please combine everything into one file by adding the Ollama option to the current CSV tutorial.
  • Refer only to the link I’ve attached, and avoid linking to other Medium posts.
  • Remove any unnecessary cell outputs.

@NirDiamant
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@lordbeerus0505 will you make the changes?

… access to

OpenAI keys, to try out RAGs locally for free.
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