Invoice Data Processing with Mistral LLM on Local CPU

I explain the solution to extract invoice document fields with open-source LLM Mistral. It runs on CPU and doesn't require Cloud machine. I'm using Mistral 7B LLM model, Langchain, Ctransformers and Faiss vector store to run it on a local CPU machine. This approach gives a great advantage for enterprise systems, when running ML models on Cloud is not allowed for privacy reasons.

GitHub repo:
https://github.com/katanaml/llm-mistral-invoice-cpu

0:00 Intro
1:12 Sample app
2:24 Sample PDF
3:31 Examples
7:08 Config
9:45 Code …

cloud cpu data data processing document enterprise extract faiss fields invoice langchain llm machine mistral mistral 7b mistral llm processing solution store systems vector vector store