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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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Day 12: Vector Databases — Storing and Searching Enterprise Knowledge

Day 12: Vector Databases — Storing and Searching Enterprise Knowledge

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3 min read
Why Your RAG Chatbot Still Hallucinates: 5 Design Mistakes (and How to Fix Them)

Why Your RAG Chatbot Still Hallucinates: 5 Design Mistakes (and How to Fix Them)

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3 min read
Vector Databases for AI Apps: Pinecone vs Weaviate vs Qdrant

Vector Databases for AI Apps: Pinecone vs Weaviate vs Qdrant

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4 min read
What agent memory actually asks of a database

What agent memory actually asks of a database

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10 min read
Agent Memory: The Four Kinds and How They Fit Together

Agent Memory: The Four Kinds and How They Fit Together

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7 min read
Vector Databases — What They Are and How to Use Pinecone with Spring AI

Vector Databases — What They Are and How to Use Pinecone with Spring AI

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5 min read
Hybrid Search and Reranking: What Each One Actually Buys You

Hybrid Search and Reranking: What Each One Actually Buys You

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13 min read
How I Taught a Desktop Recorder to Know Who's Talking — A Transcription, Speaker ID and Vector Search Story

How I Taught a Desktop Recorder to Know Who's Talking — A Transcription, Speaker ID and Vector Search Story

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8 min read
Using the Qdrant Python Client with FastAPI

Using the Qdrant Python Client with FastAPI

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8 min read
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
What You Need to Know About AI Agent Memory Architecture

What You Need to Know About AI Agent Memory Architecture

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14 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
Hybrid Search RAG Over Internal Docs: Production Guide

Hybrid Search RAG Over Internal Docs: Production Guide

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5 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
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