⟨/⟩ Scripts & Configs

Ready-to-use configurations, linting rules, and quality automation tools.

text Prompting

⟨/⟩ Prompt Templates Library

Battle-tested prompt patterns for common AI tasks. Chain-of-thought, few-shot, role-playing, and more. Copy, paste, and customize.

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python Embeddings

⟨/⟩ Embedding Similarity Checker

Compare texts semantically using embeddings and cosine similarity. Find similar documents, detect duplicates, and build search systems.

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python APIs

⟨/⟩ LLM API Playground

A unified Python script to test and compare responses from OpenAI, Anthropic, and Ollama APIs side by side. Perfect for prompt iteration.

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python Tools

⟨/⟩ Token Counter

Count tokens for any text using multiple tokenizers. Supports OpenAI (tiktoken), Llama, Mistral, and Claude. Essential for prompt engineering.

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python RAG

⟨/⟩ RAG Starter Kit

A minimal but complete Retrieval-Augmented Generation setup with ChromaDB, OpenAI embeddings, and a query interface. From zero to RAG in 5 minutes.

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python Training

⟨/⟩ LoRA Fine-Tuning Starter

Fine-tune any Hugging Face model using LoRA with minimal VRAM. Complete script with dataset preparation, training, and inference.

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bash Local AI

⟨/⟩ Ollama Quickstart

Run LLMs locally with Ollama. Complete setup guide with model downloads, API usage, and integration examples. Privacy-first AI in minutes.

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