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