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Open-source RAG using Mixtal 8x7B for financial statements in German, French, and Italian

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

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

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Open-source RAG using Mixtal 8x7B for financial statements in German, French, and Italian

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