How I'm Building a Context-Aware Retriever to Boost RAG Quality (Part 3: Evaluation)
Part 3: evaluating whether the context-aware retriever actually improves RAG answer quality.
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How I'm Building a Context-Aware Retriever to Boost RAG Quality (Part 2: Implementation)
Part 2: implementing the context-aware retriever, from design to working retrieval for knowledge-base question answering.
How I’m Building a Context-Aware Retriever to Boost RAG Quality (Part 1: Introduction)
Part 1: why and how I designed a context-aware retriever to improve RAG answers for knowledge-base question answering.
Hangman with DQN and Transformers
Training an agent to play Hangman with DQN and Transformers.
GMV Forecasting via xDeepFM
A deep-learning proof of concept for GMV forecasting with xDeepFM, with an emphasis on clean, reproducible code.