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docs: add Groq Vision descriptions for tables and images in PDFs

fix: robust page number extraction across pymupdf4llm versions

feat: add preprocess_vision.py for Groq Vision table extraction

feat: load vision_descriptions.json in build_index

feat: streaming responses and source citations

feat: page-level chunking with page_number metadata + vision_descriptions support

fix: update Groq model to llama-3.1-8b-instant (llama3-8b-8192 decommissioned)

fix: add app_port 8501 so HF routes traffic to Streamlit correctly

feat: add build_index.py script for Docker build-time indexing

fix: pre-build ChromaDB index at Docker build time

fix: pin langchain ecosystem to 0.3.x to avoid breaking changes in 1.x

fix: disable file watcher to reduce memory usage and force rebuild

fix: make chonkie internal imports optional to avoid startup crash

chore: remove default HF Streamlit template

docs: add formulario.pdf

feat: deploy chatbot-rag app with Dockerfile and Groq integration

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initial commit

Duplicate from streamlit/streamlit-template-space