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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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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
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
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
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
Designing Low-Power IoT Devices with Integrated Wi-Fi and Bluetooth LE SoCs

Designing Low-Power IoT Devices with Integrated Wi-Fi and Bluetooth LE SoCs

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7 min read
Oracle Autonomous AI Database 26ai: More Than Just a Database

Oracle Autonomous AI Database 26ai: More Than Just a Database

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5 min read
Discussion and suggestion on an idea

Discussion and suggestion on an idea

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1 min read
How I Used Chroma as a Local Vector Store — And What You'd Swap It for in Production

How I Used Chroma as a Local Vector Store — And What You'd Swap It for in Production

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6 min read
FAISS vs Qdrant vs pgvector: choosing a vector store for a student or startup RAG project

FAISS vs Qdrant vs pgvector: choosing a vector store for a student or startup RAG project

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3 min read
Infino: fastest VectorDB at a million, still cheaper at a billion

Infino: fastest VectorDB at a million, still cheaper at a billion

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9 min read
OpenViking’s Filesystem View of Agent Context Is a Welcome Escape from RAG Glue Code

OpenViking’s Filesystem View of Agent Context Is a Welcome Escape from RAG Glue Code

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2 min read
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