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RAG

The latest RAG coverage from Bullquill: sourced, dated and explained.

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  1. How to Evaluate an LLM App in Python: Test Sets, Graders, CI

    Start with about 30 real inputs, score them with code checks and a calibrated LLM judge, and rerun the suite on every change. OpenAI's hosted Evals platform goes read-only on Oct. 31, 2026, so a portable suite matters.

    AI · 13 MIN
  2. How to Build a RAG App in Python with Ollama and Chroma

    A hands-on, fully local retrieval-augmented generation walkthrough: split your documents into chunks, embed them with Ollama, search them in Chroma and make a local LLM answer with citations, plus chunk-size trade-offs and a simple evaluation checklist.

    AI · 10 MIN