3 – Private RAG with Mistral, Ollama and Pathway

Privacy is one of the major concerns for enterprises today.

Most RAG solutions rely on LLM APIs that send your data to the provider. For example, if your RAG solution uses ChatGPT, you must send your data to OpenAI through their API. This poses a risk for sensitive information – which is practically most of the information/use-cases in enterprises.

By deploying everything locally, your data remains secure within your own infrastructure. Pathway and Ollama provide everything you need to make this easy.

If you're able to show/build a RAG pipeline that's completely local ("or in a Faraday cage"), you're showing a strong example of delivering significant value.