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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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RAG Series (3): Tuning These 4 Parameters to Go From 'It Works' to 'It Works Well'

RAG Series (3): Tuning These 4 Parameters to Go From 'It Works' to 'It Works Well'

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10 min read
RAG Series (1): Why LLMs Need External Memory

RAG Series (1): Why LLMs Need External Memory

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7 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
MongoDB Vector Search in Laravel: Finding the Unqueryable

MongoDB Vector Search in Laravel: Finding the Unqueryable

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12 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
My AI Database Just Got Production-Ready: 3 Features That Changed Everything

My AI Database Just Got Production-Ready: 3 Features That Changed Everything

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5 min read
seekdb Core Features: Hybrid Search & AI Functions

seekdb Core Features: Hybrid Search & AI Functions

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3 min read
Stop Wasting Days on RAG Setup: How uv + pyseekdb Cut Your Development Time by 90%

Stop Wasting Days on RAG Setup: How uv + pyseekdb Cut Your Development Time by 90%

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5 min read
Your Agent Memory Is Trapped. Here's the Key.

Your Agent Memory Is Trapped. Here's the Key.

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6 min read
I Built a Vector Database Project from Scratch — Here’s What Actually Happened

I Built a Vector Database Project from Scratch — Here’s What Actually Happened

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3 min read
Introducing Vectors And Vector Search

Introducing Vectors And Vector Search

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4 min read
Docling Data Pipeline for AstraDB Serverless RAG

Docling Data Pipeline for AstraDB Serverless RAG

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14 min read
Real-Time Fraud Detection in Java with Kafka Streams and Vector Similarity

Real-Time Fraud Detection in Java with Kafka Streams and Vector Similarity

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12 min read
S3 Vectors: How to build a RAG without a vector database

S3 Vectors: How to build a RAG without a vector database

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5 min read
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