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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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The Invisible Cost of Context Windows: Why Vector Databases Are Reaching Their Limits
abhishekninja_writer profile

The Invisible Cost of Context Windows: Why Vector Databases Are Reaching Their Limits

#machinelearning #vectordatabase #dataengineering #artificialintelligen
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5 min read
How I built recall-first search on PostgreSQL
puneet-chandna profile

How I built recall-first search on PostgreSQL

#nlp #vectordatabase #ai #postgres
2
Comments
16 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
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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
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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
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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
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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
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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
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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
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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
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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
Qdrant TypeScript in 2026: use query(), not stale search() examples
agentanalytics profile

Qdrant TypeScript in 2026: use query(), not stale search() examples

#typescript #qdrant #rag #vectordatabase
Comments 1
3 min read
RAG Database with VLM as Extractor
kai-wen-the-parrot profile

RAG Database with VLM as Extractor

#ai #rag #llm #vectordatabase
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3 min read
My AI Agent Confidently Told Users We Had No Smartphones While We Had 2 in Stock. I Wanted to Delete the Repo
nikhil_thadani_e07f9ce6cd profile

My AI Agent Confidently Told Users We Had No Smartphones While We Had 2 in Stock. I Wanted to Delete the Repo

#ai #agents #vectordatabase #claude
Comments 2
3 min read
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