Starred repositories
A live stream development of RL tunning for LLM agents
No fortress, purely open ground. OpenManus is Coming.
OpenManus is an open-source initiative to replicate the capabilities of the Manus AI agent, a state-of-the-art general-purpose AI developed by Monica, which excels in autonomously executing complex…
Python tool for converting files and office documents to Markdown.
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are commi…
🌐 Make websites accessible for AI agents. Automate tasks online with ease.
Matplotlib styles for scientific plotting
An LLM-powered advanced RAG pipeline built from scratch
Examples of RAG using LangChain with local LLMs - Mixtral 8x7B, Llama 2, Mistral 7B, Orca 2, Phi-2, Neural 7B
Amazon Bedrock Q&A multi-modal chatbot with advanced RAG
A webdev framework that enables development of full-stack webpages and app purely in Python
This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi models are the most capable and cost-effective small langua…
Designed for offline use, this RAG application template offers a starting point for building your own local RAG pipeline, independent of online APIs and cloud-based LLM services like OpenAI.
[CVPR 2024] LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge
Aligning LMMs with Factually Augmented RLHF
Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 , Agents.
Jupyter notebooks for course Building and Evaluating Advanced RAG Applications, taught by Jerry Liu (Co-founder and CEO of LlamaIndex) and Anupam Datta (Co-founder and chief scientist of TruEra).
Official implementation of SEED-LLaMA (ICLR 2024).
[ICLR 2024 Spotlight] DreamLLM: Synergistic Multimodal Comprehension and Creation
Code and models for ICML 2024 paper, NExT-GPT: Any-to-Any Multimodal Large Language Model
Master the art of designing and organizing AI agents. Learn to automate complex, multi-step business processes by creating specialized AI agent teams using the open-source library crewAI.
Adala: Autonomous DAta (Labeling) Agent framework
Open source annotation tool for machine learning practitioners.
Data annotation toolbox supports image, audio and video data.
'Talk to your slide deck' (Multimodal RAG) using foundation models (FMs) hosted on Amazon Bedrock and Amazon SageMaker
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
A fast, lightweight and easy-to-use Python library for splitting text into semantically meaningful chunks.