RAG_Techniques: Boost AI Generation
Explore and apply advanced Retrieval-Augmented Generation techniques to improve your AI models
"A founder of a startup building a conversational AI platform can use this skill to create more engaging and accurate chatbot responses by following these steps: first, they clone the repository and explore the tutorials in the Jupyter Notebook, then they apply the techniques to their own language model, and finally they test and refine the output to achieve the desired level of quality"
- •When building AI applications that need more contextually accurate responses
- •For startup AI products requiring nuanced, knowledge-specific language generation
- •When standard chatbot/LLM outputs are too generic or imprecise
git clone https://github.com/NirDiamant/RAG_Techniques && cd RAG_Techniques && pip install -r requirements.txt
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
A prompt/skill package — nothing to install beyond adding it to your AI tool.
mkdir -p ~/.claude/skills/rag-techniques && curl -fsSL https://workflowstacks.com/api/skills/rag-techniques/claude-skill -o ~/.claude/skills/rag-techniques/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
RAG_Techniques: Boost AI Generation is mostly documents (4 doc files, 21 small scripts) — something you read, not something you run. There is nothing to install. Last commit this month, Other license.
- 1README.mdStart here — what it does and how to install it
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
A prompt/skill package — nothing to install beyond adding it to your AI tool.
mkdir -p ~/.claude/skills/rag-techniques && curl -fsSL https://workflowstacks.com/api/skills/rag-techniques/claude-skill -o ~/.claude/skills/rag-techniques/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
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Do this with a working workflow
Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.
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