To record my journey of having fun with machine learning!
- Sep 2023, started cpsc 340, my first step
- Back-Propagation Learning
- Jan 2024, taking CPSC 440 Advanced Machine Learning
- Vector Embedding and Vector Databases Learning
- RAG Applications
- It's a semantic search toy project, searching for top k nearest answers to a query
- Used embedding model to transform text data to vectors
- Used Pinecone API to create vector index and upsert embedded data
- Embedded query to query vector and queried vector db