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- LangChain is used for prompt orchestration, text processing, and embedding integration with large language models (LLMs) for retrieval-augmented generation (RAG).
- Hugging Face provides both the embeddings and the hosted language models accessed via API.
- FAISS is used for efficient vector similarity search and retrieval.
- Frontend (Dash + Plotly) uses Dash as the Python framework for building the web interface, with Plotly for creating interactive visualizations and data-driven components within the app.