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vector search
=============

2 posts

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 vector search 
===============

  [ ![From Vectors to Answers: Building a Local RAG Agent](https://bastiaan.dev/images/local-rag-agent.jpg) 

### From Vectors to Answers: Building a Local RAG Agent

   12 min read

 6 months ago

 Semantic search finds the right text. RAG turns that text into grounded answers. In this post we’ll build a local RAG agent with Bun, SQLite vector search, and Ollama. Fast, private, and simple.

 ](https://bastiaan.dev/blog/from-vectors-to-answers-local-rag) [ ![From Text to Vectors: A Practical Guide to Semantic Search](https://bastiaan.dev/images/from-text-to-vectors.jpg) 

### From Text to Vectors: A Practical Guide to Semantic Search

   10 min read

 1 year ago

 In this post, I'll walk you through the process of building a semantic search engine using SQLite and OpenAI's API.

 ](https://bastiaan.dev/blog/from-text-to-vectors)  

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