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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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Information Retrieval Metrics
chloewilliams profile

Information Retrieval Metrics

#vectordatabase #ai #machinelearning #developer
13
Comments
5 min read
Qdrant 1.8.0 - Major Performance Enhancements
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davidmyriel profile

Qdrant 1.8.0 - Major Performance Enhancements

#news #vectordatabase #devops #database
28
Comments
5 min read
Beyond Vector Search: How Metadata Indexing Helps to Find Dating App Matches
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mieslep profile

Beyond Vector Search: How Metadata Indexing Helps to Find Dating App Matches

#softwareengineering #vectordatabase #ai
Comments
4 min read
The Subtleties of Vector Similarity Scales (part 4)
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hemidactylus profile

The Subtleties of Vector Similarity Scales (part 4)

#programming #vectordatabase #ai
10
Comments
10 min read
Perform Image-Driven Reverse Image Search on E-Commerce Sites with ImageBind and Qdrant
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akritiu profile

Perform Image-Driven Reverse Image Search on E-Commerce Sites with ImageBind and Qdrant

#ai #vectordatabase #imagebind #qdrant
5
Comments
8 min read
Using Vectors with Apache Cassandra and DataStax Astra DB (part 3)
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hemidactylus profile

Using Vectors with Apache Cassandra and DataStax Astra DB (part 3)

#softwaredevelopment #vectordatabase #ai
10
Comments
8 min read
Build knowledge graphs with LLM-driven entity extraction
davidmezzetti profile

Build knowledge graphs with LLM-driven entity extraction

#ai #llm #rag #vectordatabase
8
Comments
3 min read
Advanced RAG with graph path traversal
davidmezzetti profile

Advanced RAG with graph path traversal

#ai #llm #rag #vectordatabase
1
Comments
6 min read
💡 What's new in txtai 7.0
davidmezzetti profile

💡 What's new in txtai 7.0

#ai #llm #rag #vectordatabase
1
Comments
6 min read
Vector Similarities: How Similar Are They? (part 2)
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hemidactylus profile

Vector Similarities: How Similar Are They? (part 2)

#programming #ai #vectordatabase #cosine
8
Comments 2
9 min read
Sparse Vectors in Qdrant: Pure Vector-based Hybrid Search
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nirantk profile

Sparse Vectors in Qdrant: Pure Vector-based Hybrid Search

#vectordatabase #ai #opensource #database
37
Comments 2
15 min read
Navigating Hybrid Search with MongoDB: Ugly Approach
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shannonlal profile

Navigating Hybrid Search with MongoDB: Ugly Approach

#ai #vectordatabase #mongodb #openai
5
Comments
3 min read
Using LLM, Postgres VectorDB, and OpenAI to Perform Semantic Search on PDF Documents
rajeshkumarbehura profile

Using LLM, Postgres VectorDB, and OpenAI to Perform Semantic Search on PDF Documents

#langchain #postgres #vectordatabase #llm
7
Comments
2 min read
Best Practices for Massive-Scale Deployments: Multitenancy and Custom Sharding
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davidmyriel profile

Best Practices for Massive-Scale Deployments: Multitenancy and Custom Sharding

#vectordatabase #devops #database #opensource
19
Comments 2
6 min read
How to build a question answering system in Node.js with a vector index and OpenAI
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pratikagarwal profile

How to build a question answering system in Node.js with a vector index and OpenAI

#ai #vectordatabase #typescript #node
14
Comments
12 min read
AI-Powered Image Search with CLIP, pgvector, and Fast API
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mattfergoda profile

AI-Powered Image Search with CLIP, pgvector, and Fast API

#ai #machinelearning #fastapi #vectordatabase
14
Comments
6 min read
Use pgvector for searching images on Azure Cosmos DB for PostgreSQL
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sfoteini profile

Use pgvector for searching images on Azure Cosmos DB for PostgreSQL

#azure #cosmosdb #vectordatabase #ai
5
Comments
5 min read
What is Hybrid Search?
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kacperlukawski profile

What is Hybrid Search?

#ai #vectordatabase #tutorial #machinelearning
16
Comments 1
9 min read
pgvector 0.6.0: 30x faster with parallel index builds
kiwicopple profile

pgvector 0.6.0: 30x faster with parallel index builds

#vectordatabase #database #ai #postgres
105
Comments
3 min read
Extract Valuable Insights from Your Data Using AutoGPT with Qdrant
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sidgraph profile

Extract Valuable Insights from Your Data Using AutoGPT with Qdrant

#ai #llm #vectordatabase #datascience
Comments
11 min read
4 Ins and Outs of 2024: Vector Database Edition
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chloewilliams profile

4 Ins and Outs of 2024: Vector Database Edition

#vectordatabase #ai #learning #machinelearning
21
Comments
3 min read
Vector Search as a dedicated service
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generall profile

Vector Search as a dedicated service

#ai #vectordatabase #machinelearning #database
19
Comments
6 min read
External vectorization
davidmezzetti profile

External vectorization

#ai #llm #rag #vectordatabase
1
Comments
4 min read
Building Multilingual Image Search with Marqo
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aryamihirs profile

Building Multilingual Image Search with Marqo

#marqo #tutorial #vectordatabase #search
Comments
6 min read
Generate knowledge with Semantic Graphs and RAG
davidmezzetti profile

Generate knowledge with Semantic Graphs and RAG

#ai #llm #rag #vectordatabase
1
Comments
13 min read
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