A production-style, two-stage Financial RAG architecture analyzing SEC 10-K reports. Features an evaluation sandbox (RAGAS) and an asynchronous, containerized FastAPI backend powered by Gemini Flash and ChromaDB.
python docker gemini fintech semantic-search rag mlops fastapi streamlit bi-encoder cross-encoder llm generative-ai llmops chromadb retrieval-augmented-generation llm-evaluation ragas sec-10k baai-bge-large-en-v15
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Updated
Sep 11, 2026 - Python