Notes from the Lab
Field notes from building retrieval, agents and inference.
FP8: How a Number Lives in 8 Bits
Why File Search Matters for Coding Agents
Attention Is All You Need for Coding Agents
Build a Custom Retriever for Production RAG
Build a Real Estate Search Agent
An Agent for Reading Research Papers
Build a Fintech Agent Without a Framework
Convert Image Datasets to Lance with Python
Improve RAG with RAPTOR Retrieval
Build a Multi-Document Agentic RAG
Zero-Shot Image Classification with CLIP
Train a CNN with Lance Dataset
Build a Movie Recommender with RAG
Convert Image Datasets to Lance
Process Image Datasets with Lance
Databases for Production ML Workflows
Build a Multimodal RAG Application
Build LLM Applications with RAG