A Python-based REST API for PDF OCR using AI models with PyTorch and Transformers that runs in a Docker container.
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Updated
May 17, 2024 - Python
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.
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).
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.
A robust pipeline for fine-tuning language models using advanced techniques like LoRA (Low-Rank Adaptation), QLoRA (Quantized LoRA), and custom tokenization.
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.
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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