ai-implementations

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Riyaz18 / ai-qa-feature

This repository contains a simple yet robust AI-powered Question & Answer feature. It demonstrates a complete end-to-end implementation of an AI service, featuring: * **Asynchronous API:** Built with **FastAPI** for high-performance request handling. * **Local LLM:** Powered by **Ollama (Llama 3.2:1b)** to ensure data privacy and zero API costs.

python rest-api fastapi ai-implementations ollama llama3

Updated Apr 8, 2026
Python

muhammadhussain-2009 / Building-A-Transformer-From-Scratch

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Coding A Decoder Only Transformer Like ChatGPT From Scratch

pytorch transformer attention-mechanism tokeniser softmax pytorch-lightning positional-encoding decoder-model ai-implementations chatgpt ai-architecture

Updated Jul 13, 2025
Jupyter Notebook

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