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Bassem Yacoube's Projects

pomdp-py icon pomdp-py

A framework to build and solve POMDP problems. Documentation: https://h2r.github.io/pomdp-py/

rag-experiment-accelerator icon rag-experiment-accelerator

The RAG Experiment Accelerator is a versatile tool designed to expedite and facilitate the process of conducting experiments and evaluations using Azure Cognitive Search and RAG pattern.

rag-semantic-kernel-mongodb-vcore icon rag-semantic-kernel-mongodb-vcore

A sample for implementing retrieval augmented generation using Azure Open AI to generate embeddings, Azure Cosmos DB for MongoDB vCore to perform vector search, and semantic kernel.

rag-stack icon rag-stack

🤖 Deploy a private ChatGPT alternative hosted within your VPC. 🔮 Connect it to your organization's knowledge base and use it as a corporate oracle. Supports open-source LLMs like Llama 2, Falcon, and GPT4All.

reinforcement_learning_tutorial_with_demo icon reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

text-generation-webui icon text-generation-webui

A gradio web UI for running Large Language Models like GPT-J 6B, OPT, GALACTICA, LLaMA, and Pygmalion.

trl icon trl

Train transformer language models with reinforcement learning.

tts icon tts

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

use-whisper icon use-whisper

React hook for OpenAI Whisper with speech recorder, real-time transcription, and silence removal built-in

vector-search-ai-assistant-mongodbvcore icon vector-search-ai-assistant-mongodbvcore

Microsoft Official Build & Modernize AI Apps reference solution and content for implementing RAG Pattern solutions using vector search with Azure Cosmos DB MongoDB vCore with an AI assistant user experience.

verba icon verba

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

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