DEV Community

#vectordatabase

Vector databases are purpose-built databases that are specialized to tackle the problems that arise when managing vector embeddings in production scenarios.

Posts

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
How I Used Chroma as a Local Vector Store — And What You'd Swap It for in Production
pgmpofu profile

How I Used Chroma as a Local Vector Store — And What You'd Swap It for in Production

#ai #rag #python #vectordatabase
Comments
6 min read
FAISS vs Qdrant vs pgvector: choosing a vector store for a student or startup RAG project
pranjulrathour profile

FAISS vs Qdrant vs pgvector: choosing a vector store for a student or startup RAG project

#rag #vectordatabase #faiss #qdrant
Comments
3 min read
Infino: fastest VectorDB at a million, still cheaper at a billion
muralikpbhat profile

Infino: fastest VectorDB at a million, still cheaper at a billion

#vectordatabase #rag #ai #machinelearning
1
Comments
9 min read
OpenViking’s Filesystem View of Agent Context Is a Welcome Escape from RAG Glue Code
yan_cheng profile

OpenViking’s Filesystem View of Agent Context Is a Welcome Escape from RAG Glue Code

#python #rag #aiagents #vectordatabase
Comments
2 min read
The Case Against Your Own Agent Stack: What Contrarians Get Right This Year
topuzas profile

The Case Against Your Own Agent Stack: What Contrarians Get Right This Year

#softwareengineering #retrievalaugmentedge #agenticai #vectordatabase
Comments
13 min read
One MCP Server, Two AI Clients: Wiring Actian VectorAI DB Into Claude and Cursor
gerimate profile

One MCP Server, Two AI Clients: Wiring Actian VectorAI DB Into Claude and Cursor

#ai #vectordatabase #mcp #claude
Comments
4 min read
VectorAI DB Doesn't Embed Your Text, and That's the Point
gerimate profile

VectorAI DB Doesn't Embed Your Text, and That's the Point

#ai #vectordatabase #docker
5
Comments 1
5 min read
Using SynapCores as a LlamaIndex Vector Store + Property Graph Store
synapcores profile

Using SynapCores as a LlamaIndex Vector Store + Property Graph Store

#llamaindex #graphrag #vectordatabase #rag
Comments
3 min read
How we search a face across 1 billion photos in under a second (with FAISS)
davidf2s profile

How we search a face across 1 billion photos in under a second (with FAISS)

#vectordatabase #ai #machinelearning #architecture
1
Comments
7 min read
Engrava 0.5.0: a first-class MCP server
przemarzec profile

Engrava 0.5.0: a first-class MCP server

#mcp #vectordatabase #ai #programming
Comments
3 min read
jina-embeddings-v4 as an OpenAI-Compatible Embeddings Server
edgaras profile

jina-embeddings-v4 as an OpenAI-Compatible Embeddings Server

#openai #machinelearning #vectordatabase #embeddings
6
Comments 1
4 min read
Rebuilding the Cerebras Knowledge Base: Results Appendix (P1–P4)
faridgnank02 profile

Rebuilding the Cerebras Knowledge Base: Results Appendix (P1–P4)

#ai #rag #vectordatabase #llm
Comments
4 min read
Rebuilding the Cerebras Knowledge Base: adding hybrid search
faridgnank02 profile

Rebuilding the Cerebras Knowledge Base: adding hybrid search

#rag #vectordatabase #postgres #ai
Comments
6 min read
Rebuilding the Cerebras Knowledge Base: the naive vector baseline
faridgnank02 profile

Rebuilding the Cerebras Knowledge Base: the naive vector baseline

#rag #vectordatabase #postgres #ai
Comments
5 min read
Beyond Vector Search: Building Better RAG Retrieval with Hybrid Search and Reranking
damir-karimov profile

Beyond Vector Search: Building Better RAG Retrieval with Hybrid Search and Reranking

#ai #llm #rag #vectordatabase
Comments
11 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.