Bassem Yacoube's repositories
auto-evaluator
Evaluation tool for LLM QA chains
autollm
Ship RAG based LLM web apps in seconds.
azure-openai-real-time-data-app
Real-time data pipeline for AI apps in Azure
AzureDataRetrievalAugmentedGenerationSamples
Samples to demonstrate pathways for Retrieval Augmented Generation (RAG) for Azure Data
chatPDF
Load a PDF file and ask questions via llama_index and GPT
hackathon-2023-rag
OctoAI 2023 Llama2 demos
langchain
⚡ Building applications with LLMs through composability ⚡
lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
deepeval
The LLM Evaluation Framework
DocTalk
A RAG application that leverages various libraries such as pinecone and langchain to create a Chat application with the documentation pages of two products; Pinecone and OctoAI. The application demonstrates how to do document processing, embedding generation, and conversational retrieval using the OctoAI LLM and Embeddings models endpoints
dspy
Stanford DSPy: The framework for programming with foundation models
guidance
A guidance language for controlling large language models.
jsonformer
A Bulletproof Way to Generate Structured JSON from Language Models
llmware
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
marvin
✨ Build AI interfaces that spark joy
mlc-llm
Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
NLP-Projects-NHV
NLP Projects playlist
octoai-textgen-cookbook
Simple getting-started code examples for LLM applications powered by OctoAI
OneDiffusion
OneDiffusion: Run any Stable Diffusion models and fine-tuned weights with ease
pomdp-py
A framework to build and solve POMDP problems. Documentation: https://h2r.github.io/pomdp-py/
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
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
🤖 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.
TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
use-whisper
React hook for OpenAI Whisper with speech recorder, real-time transcription, and silence removal built-in
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
Retrieval Augmented Generation (RAG) chatbot powered by Weaviate
xlstm
Official repository of the xLSTM.