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Search indexing and queries

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How full-text search works in pure Python (a tour with Whoosh)

How full-text search works in pure Python (a tour with Whoosh)

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5 min read
US/EU Ask-Your-Docs Architecture: OpenAI, Cohere, Voyage, and Selective Reranking

US/EU Ask-Your-Docs Architecture: OpenAI, Cohere, Voyage, and Selective Reranking

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7 min read
Podcasts, split by who serves the feed

Podcasts, split by who serves the feed

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3 min read
Your AI Search Answer Is Not Evidence. Run the Citation Test.

Your AI Search Answer Is Not Evidence. Run the Citation Test.

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7 min read
Using Vector Databases to Improve Drupal Search

Using Vector Databases to Improve Drupal Search

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4 min read
Semantic Search Embeddings vs Keyword Search for a SaaS Help Center

Semantic Search Embeddings vs Keyword Search for a SaaS Help Center

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6 min read
The Best Academic Search API for Humans and AI Agents in 2026

The Best Academic Search API for Humans and AI Agents in 2026

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12 min read
Why I Replaced Everything With a Homegrown MFT Search Engine (Memory: Hundreds of MB a Few MB)

Why I Replaced Everything With a Homegrown MFT Search Engine (Memory: Hundreds of MB a Few MB)

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6 min read
Install Manticore Search with one command

Install Manticore Search with one command

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5 min read
Hybrid search for your app in an afternoon, for $0

Hybrid search for your app in an afternoon, for $0

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7 min read
From Click Logs to Search Ranking: Building an Offline Popularity Trainer with Python and Typesense

From Click Logs to Search Ranking: Building an Offline Popularity Trainer with Python and Typesense

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10 min read
How AI Answer Engines Decide to Cite Your Pages

How AI Answer Engines Decide to Cite Your Pages

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6 min read
Google and Gemini: If They Are Both Google, How Do They Actually Work Together?

Google and Gemini: If They Are Both Google, How Do They Actually Work Together?

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3 min read
A local RAG retriever in pure Python — no vector DB, no API key (with Whoosh)

A local RAG retriever in pure Python — no vector DB, no API key (with Whoosh)

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3 min read
WeChat's embedding model is a deployment story, not a leaderboard flex

WeChat's embedding model is a deployment story, not a leaderboard flex

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6 min read
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