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xenova/transformers

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14:47
2026-05-25
dev.to
large-language-models

Building a Local-Only RAG System with Ollama and TypeScript

A developer built a fully local Retrieval-Augmented Generation (RAG) system using Ollama and TypeScript, requiring no API keys or third-party calls. The 200-line command-line tool indexes `.md` and `.…

// co-occurs with top 7 entities
Ollama 1 TypeScript 1 SQLite 1 Chroma 1 Qdrant 1 nomic-embed-text 1 qwen2.5:7b 1
// topics top 4 topics
large language models 1 natural language processing 1 ai tools 1 ai infrastructure 1