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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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Distilling Knowledge into Tiny LLMs

Distilling Knowledge into Tiny LLMs

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

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11 min read
Codebase Intelligence

Codebase Intelligence

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1 min read
Oracle AI Vector Search: Querying Vectors and Optimizing with Indexes

Oracle AI Vector Search: Querying Vectors and Optimizing with Indexes

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7 min read
Revolutionize Your Search with Snowflake Cortex Search Multi-Index and Index-Specific Boosts

Revolutionize Your Search with Snowflake Cortex Search Multi-Index and Index-Specific Boosts

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11 min read
RAG on AWS Just Got Simpler with S3 Vector
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RAG on AWS Just Got Simpler with S3 Vector

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5 min read
Building a Quarkus Application to Perform MongoDB Vector Search

Building a Quarkus Application to Perform MongoDB Vector Search

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10 min read
From Data to Dialogue: Creating a Technical Design for Smart FAQs using LLMs, Pinecone & Kafka

From Data to Dialogue: Creating a Technical Design for Smart FAQs using LLMs, Pinecone & Kafka

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7 min read
Building Enterprise Vector Search in Rails (Part 2/3): Production Resilience & Monitoring
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Building Enterprise Vector Search in Rails (Part 2/3): Production Resilience & Monitoring

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7 min read
Research Vault: Open Source Agentic AI Research Assistant
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Research Vault: Open Source Agentic AI Research Assistant

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5 min read
What Is a Vector Database? A Practical Deep Dive with Milvus

What Is a Vector Database? A Practical Deep Dive with Milvus

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1 min read
Building an AI-Powered Product Chat with Amazon S3 Vectors and Nova Lite

Building an AI-Powered Product Chat with Amazon S3 Vectors and Nova Lite

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2 min read
Your Vector Database is Not a Memory System

Your Vector Database is Not a Memory System

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2 min read
How We Built a Vector Database for SEC Filings Using PostgreSQL + pgvector
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How We Built a Vector Database for SEC Filings Using PostgreSQL + pgvector

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6 min read
Vector Databases Explained: Architecture and System Design for AI Apps
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Vector Databases Explained: Architecture and System Design for AI Apps

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6 min read
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