Latest Open Source Projects
GraphAgent
GraphAgent
TLDR: GraphAgent is an automated agent pipeline for predictive and generative tasks. It consists of three key components: Graph Generator Agent, Task Planning Agent, and Task Execution Agent. It can handle real-world data with both structured and unstructured formats and has been demonstrated effective through extensive experiments. The repository also provides installation and inference instructions, along with benchmarks and citation information.
multiagent-systems-with-autogen
multiagent-systems-with-autogen
TLDR: This repository contains code examples for building multi-agent applications powered by generative AI models based on the AutoGen framework. It is the official code repository for the book 'Multi-Agent Systems with AutoGen' and provides instructions for setting up Jupyter Notebooks and is organized into chapters with code for various concepts discussed in the book.
LLMs-from-scratch
LLMs-from-scratch
TLDR: This repository contains code for developing, pretraining, and finetuning a GPT-like LLM. It is the official code repository for the book 'Build a Large Language Model (From Scratch)'. The code is designed to run on conventional laptops and automatically utilizes GPUs if available. It also includes bonus materials and has specific hardware requirements.
llm-course
llm-course
TLDR: This repository contains a comprehensive course on large language models, divided into three parts: LLM Fundamentals, The LLM Scientist, and The LLM Engineer. It includes notebooks and articles related to various aspects of large language models such as fine-tuning, quantization, and building applications.