A Python-based REST API for PDF OCR using AI models with PyTorch and Transformers that runs in a Docker container.
llm-newsletter-generator transforms a valid RSS feed into a "Newsletter" using AI models via PyTorch and Transformers; this is experimental.
A real-time voice-to-text and text-to-speech AI pipeline using Whisper, an LLM, and Edge-TTS with tunable parameters for low-latency audio processing and response generation.
A FastAPI-powered REST API offering a comprehensive suite of natural language processing services using machine learning models with PyTorch and Transformers, packaged in a Docker container to run efficiently.
EmpathAI: Emotional Well-being Companion "Where AI Meets Heart: Healing Isolation, One Conversation at a Time." EmpathAI uses Generative AI, Computer Vision, and NLP to provide real-time emotion detection, personalized conversations, and mental health support—empowering users with empathy, privacy, and cultural inclusion.
EmpathAI: Emotional Well-being Companion "Where AI Meets Heart: Healing Isolation, One Conversation at a Time." EmpathAI uses Generative AI, Computer Vision, and NLP to provide real-time emotion detection, personalized conversations, and mental health support—empowering users with empathy, privacy, and cultural inclusion.
Build a sentiment analysis tool that processes user reviews from various platforms (like Amazon or Yelp) and provides insights on sentiment trends over time. Use advanced NLP techniques like Transformers (BERT, GPT).
A robust pipeline for fine-tuning language models using advanced techniques like LoRA (Low-Rank Adaptation), QLoRA (Quantized LoRA), and custom tokenization.
A Python-based intelligent chatbot built with Gradio UI and SmolAgents, capable of answering user queries using agentic reasoning, retrieval-augmented generation (RAG), and tool integrations.
A Flask-based recommendation system API using Hugging Face transformers for NLP, tailored to enhance personalized job matching capabilities between job seekers and employers.
Plataforma desenvolvida em Python que visa automatizar e agilizar o processo de avaliação de projetos de inovação tecnológica, utilizando inteligência artificial e critérios padronizados com base na Lei do Bem.
Source codes and materials of Advanced Spelling Error Correction project.
This repo is a collection of various ai models that can be used to understand an learn a bit more about AI
A Streamlit-powered NLP application that efficiently summarizes large text documents using extractive (TextRank) and abstractive (BART) techniques. Users can input news articles, reports, or essays and receive a refined summary tailored to their needs.
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