Experiment with Semantic Course Search. Content from Liascript open courses used.
Just a Google Collab in Parts
- Part 1 - Use the gtr-t5-large Transformer for Dense Retrieval to create embeddings and use FAISS for similarity search (DONE)
- Part 2 - Try using Lance for Vector Similarity Search
- Part 3 - Try using SQLite Vector Search Plugin for Similarity Search
- Part 4 - Question Answering with GPT 3
- Part 5 - Making a UI
- Part 6 - Deployment