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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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I Run 5M Vectors on a $6/mo Server. Pinecone Would Charge Me $210.

I Run 5M Vectors on a $6/mo Server. Pinecone Would Charge Me $210.

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2 min read
Sovereign Synapse: The Local Brain

A 33-iteration battle for semantic search

Sovereign Synapse: The Local Brain

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4 min read
Understanding RAG: The Architecture That’s Revolutionizing AI Responses

Understanding RAG: The Architecture That’s Revolutionizing AI Responses

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6 min read
I Built a Python Agent That Uses a Vector DB as Memory, Not Retrieval

I Built a Python Agent That Uses a Vector DB as Memory, Not Retrieval

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6 min read
milvuslite-kit configuration over code for vector search and rag workflows

milvuslite-kit configuration over code for vector search and rag workflows

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1 min read
Your vector memory database remembers everything. That’s exactly the issue.

Your vector memory database remembers everything. That’s exactly the issue.

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8 min read
Vector Databases: The Unsung Hero of Large Language Models and Generative AI

Vector Databases: The Unsung Hero of Large Language Models and Generative AI

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7 min read
Vector Databases in RAG - Day 2

Vector Databases in RAG - Day 2

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5 min read
Basics of Vector Databases: Moving Beyond Rows and Columns

Basics of Vector Databases: Moving Beyond Rows and Columns

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2 min read
Your AI Agent Craves Curation. Here’s the FADEMEM Memory Architecture That Delivers It.

Your AI Agent Craves Curation. Here’s the FADEMEM Memory Architecture That Delivers It.

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13 min read
Understanding Text Similarity with Embeddings and Cosine Similarity

Understanding Text Similarity with Embeddings and Cosine Similarity

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4 min read
Understanding How Modern Systems Interpret User Intent

Understanding How Modern Systems Interpret User Intent

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2 min read
Your AI Conversations Are Not Yours. Yet…

Your AI Conversations Are Not Yours. Yet…

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8 min read
Vector Search with Embedded Python in InterSystems IRIS

Vector Search with Embedded Python in InterSystems IRIS

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9 min read
I tested 7 vector databases for my RAG stack in 2026, here's the one nobody is talking about (yet)

I tested 7 vector databases for my RAG stack in 2026, here's the one nobody is talking about (yet)

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2 min read
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