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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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How to Build a Retrieval Augmented Generation (RAG) Chatbot with LangChain, Milvus, Anthropic Claude 3 Sonnet, and mistral-embed
chloewilliams profile

How to Build a Retrieval Augmented Generation (RAG) Chatbot with LangChain, Milvus, Anthropic Claude 3 Sonnet, and mistral-embed

#rag #vectordatabase #tutorial #llm
2
Comments
8 min read
Build a RAG-Enabled Helpdesk Chatbot in 10 Minutes with MongoDB
michael_lynn_a7c09439545e profile

Build a RAG-Enabled Helpdesk Chatbot in 10 Minutes with MongoDB

#rag #ai #vectordatabase #mongodb
2
Comments 1
6 min read
Building an AI-Powered Document Retrieval System with Docling and Granite 3.1
aairom profile

Building an AI-Powered Document Retrieval System with Docling and Granite 3.1

#granite #docling #llm #vectordatabase
Comments
6 min read
The Hidden Magic Behind Search: Dense, Sparse, and Metadata Filtering
mayankcse profile

The Hidden Magic Behind Search: Dense, Sparse, and Metadata Filtering

#rag #llm #vectordatabase #nlp
Comments
3 min read
RAG Chatbot Tutorial: LangChain, Milvus, GPT-4o mini, and text-embedding-3-large
chloewilliams profile

RAG Chatbot Tutorial: LangChain, Milvus, GPT-4o mini, and text-embedding-3-large

#rag #vectordatabase #tutorial #openai
9
Comments
4 min read
Parsing the ⭐'s with txtai
davidmezzetti profile

Parsing the ⭐'s with txtai

#ai #llm #rag #vectordatabase
5
Comments
13 min read
The Best Embedding Models for Information Retrieval in 2025
jbellis profile

The Best Embedding Models for Information Retrieval in 2025

#vectordatabase #embeddingmodels #ai #vectorembeddings
Comments
5 min read
How to Chat with PDFs Using AI via API
olefyrenko profile

How to Chat with PDFs Using AI via API

#ai #chatgpt #javascript #vectordatabase
1
Comments
3 min read
Performance Tips for Developers Using Postgres and pgvector
shiviyer profile

Performance Tips for Developers Using Postgres and pgvector

#postgres #database #vectordatabase #sql
4
Comments
3 min read
Chunking your data for RAG
davidmezzetti profile

Chunking your data for RAG

#ai #llm #rag #vectordatabase
1
Comments
26 min read
Milvus: Your Vector Database Powerhouse – A Deep Dive
simplr_sh profile

Milvus: Your Vector Database Powerhouse – A Deep Dive

#vectordatabase #ai #opensource #machinelearning
6
Comments
5 min read
Stop Over-Engineering AI Apps: The Case for Boring Technologies
timescale_dev profile

Stop Over-Engineering AI Apps: The Case for Boring Technologies

#ai #vectordatabase #postgres #opensource
1
Comments 1
7 min read
Netflix But better
vorillaz profile

Netflix But better

#postgres #javascript #vectordatabase #ai
2
Comments 1
8 min read
OpenSearchCon Europe 2025 - Amsterdam!
krisfreedain profile

OpenSearchCon Europe 2025 - Amsterdam!

#opensource #analytics #opensearch #vectordatabase
3
Comments
1 min read
Top 5 Local Vector Databases
mehmetakar profile

Top 5 Local Vector Databases

#vectordatabase #localvectordatabase #chroma #weaviate
1
Comments
5 min read
Get started with Vector Search in Azure Cosmos DB
abhirockzz profile

Get started with Vector Search in Azure Cosmos DB

#vectordatabase #azure #python #javascript
3
Comments
6 min read
Scaling Vector Search for AI-Powered Applications
mehmetakar profile

Scaling Vector Search for AI-Powered Applications

#vectordatabase #pinecone #weaviate #upstashvector
Comments
3 min read
Storing and Retrieving Embeddings in Azure Table with Rust: An Educational Tutorial
salim4n profile

Storing and Retrieving Embeddings in Azure Table with Rust: An Educational Tutorial

#rust #azure #vectordatabase
1
Comments
6 min read
Pinecone vs Pgvector, Vector DB Benchmark
mehmetakar profile

Pinecone vs Pgvector, Vector DB Benchmark

#vectordatabase #pinecone #pgvector #pineconevspgvector
1
Comments
3 min read
Install pgvector on Windows
mehmetakar profile

Install pgvector on Windows

#pgvector #vectordatabase #postgres #windows
7
Comments
3 min read
Postgresql Vector Database: Pgvector Tutorial
mehmetakar profile

Postgresql Vector Database: Pgvector Tutorial

#vectordatabase #postgres #postgresqlvectordatabase #pgvector
Comments
3 min read
Quick tip: Replace MongoDBÂŽ Atlas with SingleStore Kai in LangChain
veryfatboy profile

Quick tip: Replace MongoDBÂŽ Atlas with SingleStore Kai in LangChain

#singlestoredb #mongodb #langchain #vectordatabase
1
Comments
4 min read
How to Build a ChatGPT Super App
veryfatboy profile

How to Build a ChatGPT Super App

#singlestoredb #mongodb #pinecone #vectordatabase
1
Comments
11 min read
Quick tip: Replace MongoDBÂŽ Atlas with SingleStore Kai in LlamaIndex
veryfatboy profile

Quick tip: Replace MongoDBÂŽ Atlas with SingleStore Kai in LlamaIndex

#singlestoredb #mongodb #llamaindex #vectordatabase
1
Comments
3 min read
Quick tip: Using LangChain's MongoDBAtlasVectorSearch with SingleStore Kai
veryfatboy profile

Quick tip: Using LangChain's MongoDBAtlasVectorSearch with SingleStore Kai

#singlestoredb #mongodb #langchain #vectordatabase
Comments
4 min read
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