tool-learning

[COLM 2024] OpenAgents: An Open Platform for Language Agents in the Wild

An intelligent assistant serving the entire software development lifecycle, powered by a Multi-Agent Framework, working with DevOps Toolkits, Code&Doc Repo RAG, etc.

ToRA is a series of Tool-integrated Reasoning LLM Agents designed to solve challenging mathematical reasoning problems by interacting with tools [ICLR'24].

An Innovative Agent Framework Driven by KG Engine

DISC-FinLLM，中文金融大语言模型（LLM），旨在为用户提供金融场景下专业、智能、全面的金融咨询服务。DISC-FinLLM, a Chinese financial large language model (LLM) designed to provide users with professional, intelligent, and comprehensive financial consulting services in financial scenarios.

This is the repository for the Tool Learning survey.

A ReAct-Based Highly Robust Autonomous Agent Framework

Official code for "🔍 Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models"

A new tool learning benchmark aiming at well-balanced stability and reality, based on ToolBench.

[ICLR 2025] The official implementation of paper "ToolGen: Unified Tool Retrieval and Calling via Generation"

A curated list of papers and applications on tool learning.

Official Repo for AAAI 2024 paper "Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum"

Multi-Mission Tool Bench: Assessing the Robustness of LLM based Agents through Related and Dynamic Missions

[NAACL 2024] Making Language Models Better Tool Learners with Execution Feedback

Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments (EMNLP'2024)

The implementation for ICLR 2025 Oral: From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions.

Efficient and Scalable Estimation of Tool Representations in Vector Space

Official code for AAAI2023 paper`Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum`

This is for EMNLP 2024 Paper: AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction

This is a tool-learning datasets for tool using!