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#vectordatabase

Vector databases are purpose-built databases that are specialized to tackle the problems that arise when managing vector embeddings in production scenarios.

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Hybrid Schematic Search in PostgreSQL with Full-Text and Vector Similarity

Hybrid Schematic Search in PostgreSQL with Full-Text and Vector Similarity

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13 min read
The Company Behind Cursor's Vector Search Just Killed the Vector-First Database

The Company Behind Cursor's Vector Search Just Killed the Vector-First Database

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7 min read
E-Governance for Vernacular India: Moving from Lexical to Sparse-Vector Hybrid Search

E-Governance for Vernacular India: Moving from Lexical to Sparse-Vector Hybrid Search

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14 min read
MongoDB as a Vector Database for AI Agents

MongoDB as a Vector Database for AI Agents

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16 min read
Hybrid Search RAG Over Internal Docs: Production Guide

Hybrid Search RAG Over Internal Docs: Production Guide

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5 min read
RAG always needs a dedicated vector database — challenged

RAG always needs a dedicated vector database — challenged

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1 min read
pgvector Without Embeddings: When a Feature Vector Beats Semantic Search

pgvector Without Embeddings: When a Feature Vector Beats Semantic Search

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6 min read
Setting up vector search for github starred repos

Setting up vector search for github starred repos

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8 min read
My RAG evaluation was lying to me, twice!!

My RAG evaluation was lying to me, twice!!

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7 min read
How Does a Vector Database Work?

How Does a Vector Database Work?

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1 min read
Semantic Search Without an LLM. Build Blazing-Fast Semantic Search for \$0

Semantic Search Without an LLM. Build Blazing-Fast Semantic Search for \$0

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4 min read
Set Up Lightning-Fast Codebase Indexing in Zoo Code / Roo Code / Cline with Ollama (BGE-M3) and Qdrant

Set Up Lightning-Fast Codebase Indexing in Zoo Code / Roo Code / Cline with Ollama (BGE-M3) and Qdrant

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4 min read
Building a candidate Readiness Score for a healthcare staffing marketplace

Building a candidate Readiness Score for a healthcare staffing marketplace

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2 min read
Six of the nine ways an AI agent fails look exactly like it working

Six of the nine ways an AI agent fails look exactly like it working

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9 min read
Inline vs. Separate Tables for Vectors in Postgres: Measuring the Join Overhead

Inline vs. Separate Tables for Vectors in Postgres: Measuring the Join Overhead

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9 min read
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