#jupyter_notebook #agent_based_framework #agent_oriented_programming #agentic #agentic_agi #chat #chat_application #chatbot #chatgpt #gpt #gpt_35_turbo #gpt_4 #llm_agent #llm_framework #llm_inference #llmops

AutoGen is a tool that helps you build AI systems where agents can work together and perform tasks on their own or with human help. It makes it easier to create scalable, distributed, and resilient AI applications. Here are the key benefits Agents can talk to each other using asynchronous messages.
- **Scalable** You can add your own agents, tools, and models to the system.
- **Multi-Language Support** It includes features to track and debug how the agents interact.

Using AutoGen, you can develop and test your AI systems locally and then move them to a cloud environment as needed. This makes it simpler to build and manage advanced AI projects.

https://github.com/microsoft/autogen

#python #ai #ai_agents #llm #llm_agent

Letta is a tool that helps you build smart chatbots with good memory and reasoning skills. It's open source, meaning anyone can use and improve it. You can install Letta using `pip` or Docker, and it allows you to create agents that remember conversations and learn over time. This makes your chatbots more intelligent and interactive. You can also join the Letta community to ask questions, contribute to the project, or suggest new features, making it a collaborative and powerful tool for building advanced AI agents.

https://github.com/letta-ai/letta

#python #agents #knowledge_graph #llm #llm_agent #rag #search #search_agent #vector_database

Airweave is a tool that helps make information from apps and databases easily accessible to AI agents. It connects over 100 data sources with minimal coding, allowing for fast data synchronization and semantic search. This means you can quickly turn app data into useful knowledge for AI agents, making them smarter and more efficient. It's especially helpful for tasks like customer support or generating reports, as it ensures AI agents have the most accurate and up-to-date information.

https://github.com/airweave-ai/airweave

#python #agentic_coding #llm_agent

DeepCode is an AI-powered platform that automates turning research papers, text, and URLs into high-quality, production-ready code for algorithms, front-end, and back-end development. It uses a multi-agent system to analyze complex documents, plan code structure, find relevant code references, and generate tested, documented code efficiently. You can interact with it via a user-friendly web interface or a professional command-line interface. This saves you time and effort by automating complex coding tasks, speeding up development, and reducing errors, letting you focus on innovation rather than manual coding details. It supports integration with popular tools and offers real-time progress tracking.

https://github.com/HKUDS/DeepCode