zjunlp/KnowAgent

[NAACL 2025] KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents

39
/ 100
Emerging

This project helps developers build smarter AI agents by giving them a structured way to plan their actions. It takes in predefined tasks and an existing large language model (LLM), and outputs improved, knowledge-aware action plans for the agent. Developers or AI researchers who are working on creating autonomous agents that need to perform complex tasks would use this.

257 stars. No commits in the last 6 months.

Use this if you are developing LLM-based agents and need a systematic way to imbue them with planning capabilities based on external knowledge, allowing them to solve complex, multi-step problems more effectively.

Not ideal if you are an end-user looking for a ready-to-use AI agent solution, as this project is a developer tool for enhancing agent planning, not a finished application.

AI-agent-development LLM-fine-tuning autonomous-systems knowledge-engineering
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 13 / 25

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Stars

257

Forks

20

Language

Python

License

Apache-2.0

Last pushed

Jan 29, 2025

Commits (30d)

0

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