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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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Rebuilding the Cerebras Knowledge Base: adding hybrid search

Rebuilding the Cerebras Knowledge Base: adding hybrid search

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

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

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

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

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

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

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5 min read
Rebuilding the Cerebras Knowledge Base: LLM distillation and bursting

Rebuilding the Cerebras Knowledge Base: LLM distillation and bursting

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5 min read
Rebuilding the Cerebras Knowledge Base: an LLM reranker

Rebuilding the Cerebras Knowledge Base: an LLM reranker

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

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

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3 min read
Designing Low-Power IoT Devices with Integrated Wi-Fi and Bluetooth LE SoCs

Designing Low-Power IoT Devices with Integrated Wi-Fi and Bluetooth LE SoCs

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7 min read
Scale Enterprise RAG: Vector DBs & Hybrid Search on Bare Metal

Scale Enterprise RAG: Vector DBs & Hybrid Search on Bare Metal

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Comments 2
4 min read
RAG Database with VLM as Extractor

RAG Database with VLM as Extractor

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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

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

Comments 2
3 min read
FAISS vs Qdrant vs pgvector: choosing a vector store for a student or startup RAG project

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

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3 min read
My Favorite Constant in Retrieval Is 60. Nobody Tunes It. That's the Point.

My Favorite Constant in Retrieval Is 60. Nobody Tunes It. That's the Point.

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2 min read
Vector Search Is Still the Memory Layer Agents Actually Need

Real-world debugging tips and retrieval trade-offs

Vector Search Is Still the Memory Layer Agents Actually Need

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Comments 12
4 min read
You Deleted BM25 the Day You Bought a Vector Database. Your Fraud Queue Noticed

You Deleted BM25 the Day You Bought a Vector Database. Your Fraud Queue Noticed

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3 min read
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