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# search

Search indexing and queries

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How Google Finds Every Restaurant in Japan โ€” And Why Your Full-Text Search Can't

How Google Finds Every Restaurant in Japan โ€” And Why Your Full-Text Search Can't

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5 min read
Typesense vs Elasticsearch: Compared

Typesense vs Elasticsearch: Compared

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4 min read
Top-K queries with MongoDB search indexes (BM25)
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Top-K queries with MongoDB search indexes (BM25)

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12 min read
The Search Router That Saved Me From One Index to Rule Them All: Azure AI Search for CRM, pgvector for Transcripts, the CRM a...
Cover image for The Search Router That Saved Me From One Index to Rule Them All: Azure AI Search for CRM, pgvector for Transcripts, the CRM a...

The Search Router That Saved Me From One Index to Rule Them All: Azure AI Search for CRM, pgvector for Transcripts, the CRM a...

1
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10 min read
Heat scoring: teaching your data to forget (gracefully)"
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Heat scoring: teaching your data to forget (gracefully)"

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7 min read
Search That Refuses to Think: The Patternโ€‘First Query Parser I Use for Fast Intent + Entity Extraction
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Search That Refuses to Think: The Patternโ€‘First Query Parser I Use for Fast Intent + Entity Extraction

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13 min read
Multiโ€‘Vector Embeddings in Production: Typed Vectors, Cache Keys, and a Generator That Refuses Poison Records
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Multiโ€‘Vector Embeddings in Production: Typed Vectors, Cache Keys, and a Generator That Refuses Poison Records

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10 min read
What is AI Search?
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What is AI Search?

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16 min read
Laravel Search in 2026: Full-Text, Semantic, and Vector Search Explained
Cover image for Laravel Search in 2026: Full-Text, Semantic, and Vector Search Explained

Laravel Search in 2026: Full-Text, Semantic, and Vector Search Explained

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10 min read
ContradictMe: An AI That Disagrees With You (For Good)
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ContradictMe: An AI That Disagrees With You (For Good)

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4 min read
TimeSlipSearch: A Conversational Time Machine for Pop Culture
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TimeSlipSearch: A Conversational Time Machine for Pop Culture

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3 min read
Dense vs Sparse Vectors in AI โ€” Explained for Developers

Dense vs Sparse Vectors in AI โ€” Explained for Developers

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2 min read
Google ๊ฒ€์ƒ‰ ๊ณ ๊ธ‰ ํŒ ๋ชจ์Œ

Google ๊ฒ€์ƒ‰ ๊ณ ๊ธ‰ ํŒ ๋ชจ์Œ

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1 min read
How I Reduced My Agent's Token Consumption by 83%

How I Reduced My Agent's Token Consumption by 83%

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8 min read
๐—š๐—ผ๐—ผ๐—ด๐—น๐—ฒ'๐˜€ ๐Ÿฎ๐Ÿฑ ๐—ฌ๐—ฒ๐—ฎ๐—ฟ ๐—ฆ๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐— ๐—ผ๐—ป๐—ผ๐—ฝ๐—ผ๐—น๐˜† ๐—๐˜‚๐˜€๐˜ ๐—–๐—ฟ๐—ฎ๐—ฐ๐—ธ๐—ฒ๐—ฑ
Cover image for ๐—š๐—ผ๐—ผ๐—ด๐—น๐—ฒ'๐˜€ ๐Ÿฎ๐Ÿฑ ๐—ฌ๐—ฒ๐—ฎ๐—ฟ ๐—ฆ๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐— ๐—ผ๐—ป๐—ผ๐—ฝ๐—ผ๐—น๐˜† ๐—๐˜‚๐˜€๐˜ ๐—–๐—ฟ๐—ฎ๐—ฐ๐—ธ๐—ฒ๐—ฑ

๐—š๐—ผ๐—ผ๐—ด๐—น๐—ฒ'๐˜€ ๐Ÿฎ๐Ÿฑ ๐—ฌ๐—ฒ๐—ฎ๐—ฟ ๐—ฆ๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐— ๐—ผ๐—ป๐—ผ๐—ฝ๐—ผ๐—น๐˜† ๐—๐˜‚๐˜€๐˜ ๐—–๐—ฟ๐—ฎ๐—ฐ๐—ธ๐—ฒ๐—ฑ

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2 min read
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