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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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Decoding Embedding Models: Why Your RAG Is Only as Good as Your Vectors 🚀

Decoding Embedding Models: Why Your RAG Is Only as Good as Your Vectors 🚀

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2 min read
Oracle Database 23ai: Creating Vectors and Understanding Distance Metrics for Similarity Search

Oracle Database 23ai: Creating Vectors and Understanding Distance Metrics for Similarity Search

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8 min read
From Image to Vector: Building Image Similarity Search with Python and MySQL

From Image to Vector: Building Image Similarity Search with Python and MySQL

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10 min read
Get Started with seekdb_ Install, Deploy, and Run Your First Hybrid Search

Get Started with seekdb_ Install, Deploy, and Run Your First Hybrid Search

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5 min read
Find Your Fit: When to Use seekdb

Find Your Fit: When to Use seekdb

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3 min read
Getting Started with MongoDB: The Database Built for Modern Applications 🍃🚀 by Hala Kabir

Getting Started with MongoDB: The Database Built for Modern Applications 🍃🚀 by Hala Kabir

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2 min read
I Built an AI Knowledge Base in a Weekend. FLXBL Did the Heavy Lifting.

I Built an AI Knowledge Base in a Weekend. FLXBL Did the Heavy Lifting.

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13 min read
RAG Systems and Privacy: Your Vector Database Is Leaking More Than You Think

RAG Systems and Privacy: Your Vector Database Is Leaking More Than You Think

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7 min read
Stop Stitching Your RAG Stack: Why We Built seekdb

Stop Stitching Your RAG Stack: Why We Built seekdb

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4 min read
PageIndex vs Vector RAG: Why Reasoning-Based Retrieval Achieves 98.7% Accuracy (Not 31%)

PageIndex vs Vector RAG: Why Reasoning-Based Retrieval Achieves 98.7% Accuracy (Not 31%)

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8 min read
Mini Tip of the Day - Preloading the License into the Docker IRIS Image

Mini Tip of the Day - Preloading the License into the Docker IRIS Image

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8 min read
Federation Over Embeddings: Let AI Agents Query Data Where It Lives

Federation Over Embeddings: Let AI Agents Query Data Where It Lives

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8 min read
Accelerating Multimodal Vector DB with Hugging Face + LanceDB

Accelerating Multimodal Vector DB with Hugging Face + LanceDB

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14 min read
Exploring Search Capabilities With Atlas Search-Part 2

Exploring Search Capabilities With Atlas Search-Part 2

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10 min read
From RAG to Agents: How TiDB Powers Modern AI Applications

From RAG to Agents: How TiDB Powers Modern AI Applications

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11 min read
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