#Autonomous Agents

ChatArena offers a flexible, user-friendly library for developing and researching autonomous LLM agents through multi-agent language games. It supports Markov Decision Processes and features intuitive Web UI and CLI for easy interaction. Comprehensive documentation facilitates custom environment creation, making it a valuable tool for researchers and developers to test and train models.

Discover an extensive collection of AI agent resources, featuring articles, videos, and innovative projects utilizing LLMs. This list includes insightful papers and advanced frameworks for building autonomous agents. Keep informed on the evolving landscape and find key initiatives like Auto-GPT and MetaGPT, along with tools from LangChain and AutoChain. Explore AI-driven solutions applicable to various platforms and sectors.

Explore a curated list of essential papers on advancements in Large Language Model (LLM) agents, detailing insights into interactive NLP, autonomous agents, and multimodal interactions. The collection includes comprehensive surveys on LLM planning, personality derivation, and memory capabilities, with applications in various domains. Regularly updated with significant works like KnowAgent for knowledge-augmented planning, this resource offers a balanced look at the developments and potential directions of AI-driven language models.

Explore cutting-edge research on autonomous agents, focusing on multi-agent frameworks across various domains such as financial intelligence, social interactions, and complex problem-solving. This repository features a regularly updated collection of scientific papers including systems like VisionCoder for image processing, FISHNET for SEC data insights, and AgentSense for evaluating social intelligence. Learn about different LLM-based development strategies that include role definition improvements and hierarchical task workflows, boosting efficiency and precision in various applications.

Explore a powerful platform for crafting and deploying AI-driven agents, facilitating seamless task automation across sectors like QA chatbots, code generation, and data extraction. Utilize intuitive no-code editors to easily build and expand intelligent workflows using models from OpenAI, Google PaLM, and more. Benefit from efficient multi-agent interaction managed by a robust dockerized backend. Discover AI advancements in task delegation with an intuitive interface perfect for both research and practical applications.

WebArena provides a self-contained, configurable web setting tailored for developing and evaluating autonomous agents. With Python 3.10 compatibility, it delivers installation guides, walkthroughs, and comprehensive development resources. Users can set up custom prompts, engage in detailed evaluation processes, and access a wide array of reproducible experimental tools.

PromethAI, an open-source AI framework, assists in decision-making with personalized goals. It incorporates user preferences, supporting asynchronous operations and decision trees for varied applications beyond food. PromethAI's Python-based AGI adjusts based on user feedback, backed by multiple vector databases with Langchain, offering low-latency and easy deployment.