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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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Unlocking the Potential of Vector Databases for AI Agents

Unlocking the Potential of Vector Databases for AI Agents

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4 min read
Beyond Keywords: Optimizing Vector Search With Filters and Caching (Part 2)

Beyond Keywords: Optimizing Vector Search With Filters and Caching (Part 2)

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8 min read
Moving Your Vector Database from ChromaDB to Milvus

Moving Your Vector Database from ChromaDB to Milvus

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10 min read
The Missing Link: How to Retrieve Full Documents with AWS S3 Vectors

The Missing Link: How to Retrieve Full Documents with AWS S3 Vectors

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3 min read
Vector Database: Core Concepts

Vector Database: Core Concepts

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4 min read
💡 What's new in txtai 9.0

💡 What's new in txtai 9.0

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5 min read
Snowflake AI_EMBED Function - Your Gateway to Unified Multimodal Vector Search

Snowflake AI_EMBED Function - Your Gateway to Unified Multimodal Vector Search

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5 min read
Vector Databases for Data Scientists: What, Why, and When to Use Them

Vector Databases for Data Scientists: What, Why, and When to Use Them

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4 min read
Hybrid vector + text Search in the terminal with SurrealDB and Ratatui

Hybrid vector + text Search in the terminal with SurrealDB and Ratatui

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21 min read
How to Build a Global Search Engine Using Vector Embeddings

How to Build a Global Search Engine Using Vector Embeddings

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4 min read
Automate Vector Database Update with AWS and CircleCI

Automate Vector Database Update with AWS and CircleCI

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21 min read
Beyond basic RAG: Building a multi-cycle reasoning engine on SurrealDB

Beyond basic RAG: Building a multi-cycle reasoning engine on SurrealDB

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14 min read
Designing Data Systems with Vector Embeddings using Redis Vector Sets

Designing Data Systems with Vector Embeddings using Redis Vector Sets

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8 min read
Exploring RAG: Math behind Embeddings & Cosine Similarity

Exploring RAG: Math behind Embeddings & Cosine Similarity

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10 min read
Beyond Cosine Similarity: Multi-Faceted Scoring for Smarter Recommendations

Beyond Cosine Similarity: Multi-Faceted Scoring for Smarter Recommendations

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4 min read
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