GPT-HTN-Planner
AgentPilot
| GPT-HTN-Planner | AgentPilot | |
|---|---|---|
| 1 | 1 | |
| 31 | 225 | |
| - | - | |
| 4.9 | 9.4 | |
| 3 months ago | about 24 hours ago | |
| Python | Python | |
| Apache License 2.0 | GNU Affero General Public License v3.0 |
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GPT-HTN-Planner
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Can LLMs Reason and Plan?
"Plan" means a lot of things.
There has been some research in applying GPT-4 to Hierarchical Task Networks (HTN), one means of doing computerized semi-automated/automated planning of a complex task as a tree of less and less complex tasks [1].
There are other types of planning. Automated planning works better as there are more defined the tasks in a plan, less ambiguity in dependencies, more separate between the tasks. The OP article touches on that, noting LLMs are good at extracting planning knowledge but not good in their experience at creating executable plans. This is why I think the hybrid approach is best, using an LLM to inform and tweak other planning tools in order to create an executable plan.
[1] https://github.com/DaemonIB/GPT-HTN-Planner
AgentPilot
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MemGPT: Towards LLMs as Operating Systems - UC Berkeley 2023 - Is able to create unbounded/infinite LLM context!
I added MemGPT as a plugin in my open source desktop app, check it out! Binaries coming soonhttps://github.com/jbexta/AgentPilot
What are some alternatives?
Interactive-LLM-Powered-NPCs - Interactive LLM Powered NPCs, is an open-source project that completely transforms your interaction with non-player characters (NPCs) in any game! 🎮🤖🚀
AgentForge - Extensible AGI Framework
awesome-ai-agents - A list of AI autonomous agents
HiAGI - Extensible AGI Framework [Moved to: https://github.com/DataBassGit/AgentForge]
Adala - Adala: Autonomous DAta (Labeling) Agent framework
micro-gpt - MiniAGI is a minimal general-purpose autonomous agent based on GPT-3.5 / GPT-4. Can analyze stock prices, perform network security tests, create art, and order pizza. [Moved to: https://github.com/muellerberndt/mini-agi]
Auto-GPT - An experimental open-source attempt to make GPT-4 fully autonomous. [Moved to: https://github.com/Significant-Gravitas/AutoGPT]
UFO - A UI-Focused Agent for Windows OS Interaction.
yaaamagi - Yet Another Attempt At Making Artificial General Intelligence (with GPT-4)
Automotive-AI - Developed to assist in managing day-to-day operations of a mobile automotive diagnostic, and car key replacement business. This project integrates several cutting-edge technologies to improve hands-free interaction while driving. Automotive-AI can be customized for 2-way interaction with any available API services.
icortex - A no-code development framework—Let AI do the coding for you 🦾
vscode-copilot-release - Feedback on GitHub Copilot Chat UX in Visual Studio Code.