brunotech / llm-mistral-invoice-cpu

Data extraction with LLM on CPU

Invoice data processing with Mistral LLM on local CPU

Youtube: Invoice Data Processing with Mistral LLM on Local CPU

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Quickstart

1. Download the Mistral model, check models/model_download.txt for the download link.
2. Install the requirements:

pip install -r requirements.txt

3. Copy text PDF files to the data folder.
4. Run the script, to convert text to vector embeddings and save in FAISS index:

python ingest.py

5. Run the script, to process data with Mistral LLL and return the answer:

python main.py "retrieve invoice number value"