Popular GitHub Repositories for Watson

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

Build chatbots and conversational experiences using React

? Edgen: Local, private GenAI server alternative to OpenAI. No GPU required. Run AI models locally: LLMs (Llama2, Mistral, Mixtral...), Speech-to-text (whisper) and many others.

? MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.

:video_camera: A tool for automatic video creation and uploading on YouTube

:video_game: Unity SDK to use the IBM Watson services.

Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases with DVC and CML using Github Actions and IBM Watson. Part of the Engineering Final Project @ Insper

Augment IBM Watson Natural Language Understanding APIs with a configurable mechanism for text classification, uses Watson Studio.

Dialog Skill Analysis framework for Watson Assistant

? Classify images offline using Watson Visual Recognition and Core ML.

Movie Recommendation Chatbot provides information about a movie like plot, genre, revenue, budget, imdb rating, imdb links, etc. The model was trained with Kaggle’s movies metadata dataset. To give a recommendation of similar movies, Cosine Similarity and TFID vectorizer were used. Slack API was used to provide a Front End for the chatbot. IBM Watson was used to link the Python code for Natural Language Processing with the front end hosted on Slack API. Libraries like nltk, sklearn, pandas and nlp were used to perform Natural Language Processing and cater to user queries and responses.

Example of using Watson's Streaming Speech to Text websockets interface for real time transcription. Written in Python. WARNING: This repository is no longer maintained ?? This repository will not be updated. The repository will be kept available in read-only mode.

Final Project: AI-Based Web Application Development and Deployment from IBM Course (Developing AI Applications with Python and Flask)

?Demo how to use CoreML with IBM Watson, Azure Custom Vision, Turi Create

Simple chatbot using IBM Watson (STT, TTS, Assistant)

Winning ChatBot in the IBM ChatBot competition. A ChatBot for a bank

This collection demonstrates how to help you to quickly embed Watson Speech in your own applications.

Simple python Text-to-Speech Interface using IBM's Watson TTS

Watson powered Speech-to-Text Telegram Chatbot