Open-source RAG Mixtral experimentation with financial reports from companies of the European Union

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1. Llama-Index as a data framework
2. Embeddings from BGM-3 of BAA
3. PgVecto.Rs of Tensorchord
4. Transformers of HuggingFace
5. LlamaCPP for inference
6. Mixtral-8X7B (quantized version)
7. Ngrok
8. Postgres
9. Observations
10. Conclusion