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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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Introducing Milvus 2.5: Built-in Full-Text Search, Advanced Query Optimization, and More 🚀

Introducing Milvus 2.5: Built-in Full-Text Search, Advanced Query Optimization, and More 🚀

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4 min read
Migrating Vector Data from Milvus to TiDB

Migrating Vector Data from Milvus to TiDB

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6 min read
How to Create Your Own RAG with Free LLM Models and a Knowledge Base

How to Create Your Own RAG with Free LLM Models and a Knowledge Base

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7 min read
Long-Term Memory for AI Agents🧠📚

Long-Term Memory for AI Agents🧠📚

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7 min read
Extended RaBitQ: an Optimized Scalar Quantization Method

Extended RaBitQ: an Optimized Scalar Quantization Method

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7 min read
Learn AI and win $1000 for doing so: DataStax 12 days of Codemas

Learn AI and win $1000 for doing so: DataStax 12 days of Codemas

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4 min read
Building a Scalable AI Chat Application with Python, LangChain and Vector Search

Building a Scalable AI Chat Application with Python, LangChain and Vector Search

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2 min read
Quantization in The Counterintuitive High-Dimensional Space

Quantization in The Counterintuitive High-Dimensional Space

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11 min read
Vector Database for Modern Applications

Vector Database for Modern Applications

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2 min read
Boost Your Retrieval-Augmented Generation (RAG) with Vector Databases 🚀

Boost Your Retrieval-Augmented Generation (RAG) with Vector Databases 🚀

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1 min read
AI, RAG and Vector Databases

AI, RAG and Vector Databases

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1 min read
AIM Weekly 28 Oct 2024

AIM Weekly 28 Oct 2024

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5 min read
Setup PostgreSQL w/ pgvector in a docker container

Setup PostgreSQL w/ pgvector in a docker container

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2 min read
Ghosts as Unstructured Data: A Study Guide

Ghosts as Unstructured Data: A Study Guide

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4 min read
Granting autonomy to agents

Granting autonomy to agents

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13 min read
Cosine Similarity Search on Vectors in Postgres with pgvector

Cosine Similarity Search on Vectors in Postgres with pgvector

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4 min read
Why is it impossible to revert vector to text?

Why is it impossible to revert vector to text?

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1 min read
Analyzing Hugging Face Posts with Graphs and Agents

Analyzing Hugging Face Posts with Graphs and Agents

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12 min read
RAG based Generative AI using Amazon Bedrock Knowledge Base

RAG based Generative AI using Amazon Bedrock Knowledge Base

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2 min read
Optimizing MongoDB Hybrid Search with Reciprocal Rank Fusion

Optimizing MongoDB Hybrid Search with Reciprocal Rank Fusion

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3 min read
💡 What's new in txtai 8.0

💡 What's new in txtai 8.0

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11 min read
Vector Search and Semantic Search in Depth

Vector Search and Semantic Search in Depth

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2 min read
Understanding Search Scores in MongoDB Hybrid Search

Understanding Search Scores in MongoDB Hybrid Search

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3 min read
AIM Weekly for 14 Oct 2024

AIM Weekly for 14 Oct 2024

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6 min read
Visually Multilingual: Introducing mcdse-2b

Visually Multilingual: Introducing mcdse-2b

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10 min read
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