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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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Benefits of hybrid search

Benefits of hybrid search

3
Comments
5 min read
Building an efficient sparse keyword index in Python

Building an efficient sparse keyword index in Python

3
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9 min read
💡 What's new in txtai 6.0

💡 What's new in txtai 6.0

4
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9 min read
20x Faster as the Beginning: Introducing pgvecto.rs extension written in Rust

20x Faster as the Beginning: Introducing pgvecto.rs extension written in Rust

12
Comments
4 min read
Do we really need a specialized vector database?

Do we really need a specialized vector database?

13
Comments 3
11 min read
How to install the Weaviate vector database on Debian 12

How to install the Weaviate vector database on Debian 12

2
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2 min read
How to use Weaviate to store OpenAI embedding vectors in a Golang program

How to use Weaviate to store OpenAI embedding vectors in a Golang program

3
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6 min read
Using Postgresql pg_vector for AI: Part 1, WTF is a Vector Anyway?

Using Postgresql pg_vector for AI: Part 1, WTF is a Vector Anyway?

3
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5 min read
Why your brain is 3 million times more efficient than GPT-4 - introduction to Vector Databases and their comparison

Why your brain is 3 million times more efficient than GPT-4 - introduction to Vector Databases and their comparison

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24 min read
Should You Use IVFFlat Indexing with pgvector?

Should You Use IVFFlat Indexing with pgvector?

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2 min read
Using Pinecone and Embeddings

Using Pinecone and Embeddings

2
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8 min read
Quick tip: Using SingleStoreDB with LlamaIndex

Quick tip: Using SingleStoreDB with LlamaIndex

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2 min read
Image Vector Similarity Search with Azure Computer Vision and PostgreSQL

Image Vector Similarity Search with Azure Computer Vision and PostgreSQL

6
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13 min read
Quick tip: SingleStoreDB integration with LangChain

Quick tip: SingleStoreDB integration with LangChain

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3 min read
Using Vector Databases(Pinecone) with data(JSON,tabular).

Using Vector Databases(Pinecone) with data(JSON,tabular).

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Comments 2
4 min read
Building a vector database sidecar for semantic search & entity resolution

Building a vector database sidecar for semantic search & entity resolution

1
Comments 1
7 min read
Unveiling the Hype: What Are Vector Databases and Why They're the Talk of the Town!

Unveiling the Hype: What Are Vector Databases and Why They're the Talk of the Town!

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4 min read
The Magic of Embeddings

The Magic of Embeddings

5
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6 min read
Understanding Vector Databases

Understanding Vector Databases

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Comments 1
4 min read
Quick tip: Using SingleStoreDB with ChatGPT to answer questions about the 2022 Winter Olympics

Quick tip: Using SingleStoreDB with ChatGPT to answer questions about the 2022 Winter Olympics

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2 min read
Quick tip: Using OpenAI with SingleStoreDB to store and query vectors of Fine Food Reviews

Quick tip: Using OpenAI with SingleStoreDB to store and query vectors of Fine Food Reviews

1
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3 min read
Customize your own embeddings database

Customize your own embeddings database

3
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9 min read
Quick tip: Using OpenAI Embeddings Search with SingleStoreDB

Quick tip: Using OpenAI Embeddings Search with SingleStoreDB

1
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5 min read
Prompt templates and task chains

Prompt templates and task chains

2
Comments 1
4 min read
Embeddings in the Cloud

Embeddings in the Cloud

2
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6 min read
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