The platform for developers building applications powered by LLMs
Designed to implement retrieval-augmented generation systems. It uses datasets from Hugging Face, vectorizes them, and allows fast queries based on cosine similarity.
Diacritics are short vowels with a constant length that are spoken. The same word in the Arabic language can have different meanings and different pronunciations based on how it is diacritized. In this project, we implement a pipeline to predict the diacritic of each character in an Arabic text using Natural Language Processing techniques.
Implementation of a Recurrent Neural Network (RNN) using TensorFlow/Keras for binary sentiment classification on the IMDB dataset, featuring word embeddings, sequence padding, and a Streamlit interface for real-time inference.
Evolve your chatbot's memory from goldfish 🐠 to elephant 🐘! This project demonstrates how to build increasingly sophisticated chatbots with different memory capabilities
This repository covers a range of NLP tasks using classical and modern techniques. The experiments leverage frameworks such as Python, TensorFlow, PyTorch, HuggingFace Transformers, and NLP libraries like spaCy and NLTK.
Your Call Center Superpower
A basic Retrieval-Augmented Generation (RAG) implementation for testing purposes, built to enable conversational interactions with Starter Story YouTube video.
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