fix: reduce example questions to 6 for cleaner 3x2 layout

fix: show all 15 example questions on one page

feat: expand example questions to 15

feat: add example questions, tighten grounding instruction, disable markdown tables

fix: move answer import after chroma_db download to prevent empty collection

fix: strip Gradio metadata from history before passing to Groq API

fix: add openai to requirements for optional local use

fix: remove pydantic version pin to resolve gradio mcp conflict

fix: update sdk_version to 6.14.0 and pin gradio to match

fix: replace pyaudioop with audioop-lts for Python 3.13 compatibility

fix: remove gradio from requirements to avoid conflict with HF sdk_version

fix: add pyaudioop for Python 3.13 compatibility

docs: add HF Spaces metadata to README

refactor: switch to Groq, prep app for HF Spaces, clean up comments

Refactor eval.py to remove unused context fetching functions, streamlining the pipeline configuration.

Created the front end UI and the README.

Remove outdated result files and enhance filename generation logic in eval.py. Update test cases for improved keyword accuracy. Finalized encoder models

Update answer.py to refine system message for document re-ranking and adjust embedding model comments. Modify JSON result files to reflect updated metrics for average MRR, NDCG, and coverage.

Refactor answer.py and eval.py to integrate OpenAI client, update embedding models, and enhance pipeline debugging. Add einops dependency in pyproject.toml. Created results files to compare

Created answer.py and main.py to run the rag. Created eval and tests to test result accuracy

Update CLAUDE.md for clarity on feedback expectations and modify RAG_notebook.ipynb to merge chunks, re-rank them, and output the best result

Add lecture transcripts for all weeks

Refactor RAG_notebook.ipynb to incorporate pydantic models for chunking, update execution counts, and enhance metadata handling in document processing functions.

Add groq dependency to pyproject.toml and update RAG_notebook.ipynb with new imports and execution counts

Update RAG_notebook.ipynb to reset execution count, modify model_id, and implement document loading and chunking functions.

Remove .DS_Store and add to .gitignore

Initial commit