pguso / rag-from-scratch
Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.
Why this job: says: from scratch; topics: tutorial
What it does
No black boxes. No cloud APIs. Just clear explanations, simple examples, and local code you fully understand.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Inactive
- Last commit 8 months ago
- Stars
- 1,652
- +2 this week
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- JavaScript
- 100% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- None
- No issues filed
- Pull requests
- 0 merged
- 1 waiting
- Releases
- None
- Never published
- No contributing guide
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- JavaScript 100%
Topics
- agents
- ai-agents
- educational
- llm
- node-llama-cpp
- nodejs
- rag
- rag-chatbot
- rag-pipeline
- tutorial
Project record
- JobLists and guides
- StatusListed
- Commits23
- Forks197
- Watching12
- Stars in 28 days+14
- CreatedOct 27, 2025
- First seen by usNov 7, 2026
- CheckedNov 8, 2026