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hugging-face-api

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"Open Source Models with Hugging Face" course empowers you with the skills to leverage open-source models from the Hugging Face Hub for various tasks in NLP, audio, image, and multimodal domains.

  • Updated Mar 6, 2024
  • Jupyter Notebook

AI Text Summarizer App - Quickly generate concise summaries of lengthy articles, research papers, and other documents using advanced AI technology. Improve your productivity and save time with our easy-to-use summarization tool. Perfect for students, researchers, and professionals. Try it now!

  • Updated Jul 31, 2024
  • JavaScript

This project integrates LangChain v0.2.6, HuggingFace Serverless Inference API, and Meta-Llama-3-8B-Instruct. It provides a chat-like web interface to interact with a language model and maintain conversation history using the Runnable interface, the upgraded version of LLMChain. LLMChain has been deprecated since 0.1.17.

  • Updated Aug 3, 2024
  • Python

Sentiment Analysis 🧠 est un projet permettant d’automatiser l’analyse des avis clients provenant des réseaux sociaux, formulaires et e‑commerce. Le back-end ⚙️ expose une API sécurisée JWT 🔒 qui envoie les textes au modèle NLP Hugging Face pour prédire une note de sentiment (1 à 5) 📊.

  • Updated Nov 23, 2025
  • Python

TalAIt Translation Platform 🌐 est un projet fullstack visant à automatiser les traductions FR ↔ EN pour une start-up e‑commerce marocaine.Le back-end ⚙️ expose une API sécurisée JWT 🔒 qui envoie les textes aux modèles de traduction Hugging Face (Helsinki-NLP/opus-mt-fr-en et opus-mt-en-fr) et retourne les résultats au format JSON 📄.

  • Updated Nov 28, 2025
  • HTML

This project explains "prompt engineering," a key technique for guiding AI models to desired outputs in tools like chatbots and text summarizers. It highlights the importance of clear instructions and techniques like CoT Prompting for effective communication with large language models. The project also introduces the Langchain library✨.

  • Updated Feb 29, 2024
  • Jupyter Notebook

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