GitHub - wahibkhannn/RAG_Based_AI_Course_Assistant: A Retrieval-Augmented Generation (RAG) based AI assistant for answering questions using video transcript chunks, featuring contextual understanding, similarity ranking, and JSON-formatted responses.

Name		Name	Last commit message	Last commit date
audios		audios
transcripts		transcripts
whisper		whisper
.gitignore		.gitignore
README.md		README.md
app.py		app.py
embeddings_df.joblib		embeddings_df.joblib
new_transformation.py		new_transformation.py
process_incoming_query.py		process_incoming_query.py
process_video.py		process_video.py
read_chunks.py		read_chunks.py
read_chunks_claude.py		read_chunks_claude.py

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A Retrieval-Augmented Generation (RAG) based AI assistant for answering questions using video transcript chunks, featuring contextual understanding, similarity ranking, and JSON-formatted responses.

ai-assistant bge-m3 embeddings-similarity nlp ollama rag rag-pipeline retrieval-augmented-generation semantic-search streamlit vector-database vector-search-embeddings whisper

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