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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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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
Building a Production-Grade Hybrid RAG System
shadrach1999 profile

Building a Production-Grade Hybrid RAG System

#rag #vectordatabase #langgraph #elasticsearch
6
Comments
12 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
Scaling RAG Systems: Production Architecture, Performance, and Cost Optimization
damir-karimov profile

Scaling RAG Systems: Production Architecture, Performance, and Cost Optimization

#ai #llm #rag #vectordatabase
Comments 5
15 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
Vector Search Is Still the Memory Layer Agents Actually Need
bengreenberg profile

Vector Search Is Still the Memory Layer Agents Actually Need

#ai #llm #agents #vectordatabase
7
Comments 5
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: the naive vector baseline
faridgnank02 profile

Rebuilding the Cerebras Knowledge Base: the naive vector baseline

#rag #vectordatabase #postgres #ai
Comments
5 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
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
Vector Databases: Types, Architecture, and Why They Power Modern Apps
sameer_saleem profile

Vector Databases: Types, Architecture, and Why They Power Modern Apps

#vectordatabase #webdev #architecture #database
Comments
5 min read
Rebuilding the Cerebras Knowledge Base: LLM distillation and bursting
faridgnank02 profile

Rebuilding the Cerebras Knowledge Base: LLM distillation and bursting

#rag #llm #ai #vectordatabase
Comments
5 min read
Rebuilding the Cerebras Knowledge Base: an LLM reranker
faridgnank02 profile

Rebuilding the Cerebras Knowledge Base: an LLM reranker

#rag #llm #ai #vectordatabase
Comments
5 min read
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