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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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SQLite vs. Chroma: A Comparative Analysis for Managing Vector Embeddings

SQLite vs. Chroma: A Comparative Analysis for Managing Vector Embeddings

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4 min read
Milvus Adventures

Milvus Adventures

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2 min read
Make Notion search great again: semantic search
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Make Notion search great again: semantic search

10
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6 min read
How to use Chroma to store and query vector embeddings

How to use Chroma to store and query vector embeddings

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5 min read
Make Notion search great again: vector embeddings
Cover image for Make Notion search great again: vector embeddings

Make Notion search great again: vector embeddings

10
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8 min read
Quick tip: Analysing Stock Tick Data in SingleStoreDB using LangChain and OpenAI's Whisper
Cover image for Quick tip: Analysing Stock Tick Data in SingleStoreDB using LangChain and OpenAI's Whisper

Quick tip: Analysing Stock Tick Data in SingleStoreDB using LangChain and OpenAI's Whisper

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7 min read
Moving from Typescript and Langchain to Rust and Loops
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Moving from Typescript and Langchain to Rust and Loops

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Comments 7
6 min read
External database integration

External database integration

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9 min read
Benefits of hybrid search

Benefits of hybrid search

3
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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
Cover image for 20x Faster as the Beginning: Introducing pgvecto.rs extension written in Rust

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

11
Comments
4 min read
Do we really need a specialized vector database?
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Do we really need a specialized vector database?

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

3
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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
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Using Pinecone and Embeddings

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8 min read
Quick tip: Using SingleStoreDB with LlamaIndex
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Quick tip: Using SingleStoreDB with LlamaIndex

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

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13 min read
Quick tip: SingleStoreDB integration with LangChain
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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

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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
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