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Evaluation

Retrieval architectures, caching strategies, and what happens when real-time crisis data meets a language model.

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Evaluation articles

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Evaluation

Jan 12, 2025 · 2 min read

The LA Fires and ChatGPT: Separating the Blame From the Question

ChatGPT did not cause the wildfires. The conversation that formed around the claim is still worth having.

Evaluation

Nov 25, 2024 · 2 min read

Document Question-Answering with Pinecone and Gemini

Pinecone Serverless for sub-50ms vector retrieval, Google's Gemini for grounded synthesis. A complete end-to-end Python implementation with metadata filtering.

Evaluation

Oct 28, 2024 · 4 min read

How Retrieval-Augmented Generation Works

A vector database, cosine similarity, and an LLM context injection. The mathematical and code mechanics of grounding language models.

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