XinyuanWangCS / PromptAgentLinks
This is the official repo for "PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization". PromptAgent is a novel automatic prompt optimization method that autonomously crafts prompts equivalent in quality to those handcrafted by experts, i.e., expert-level prompts.
☆321Updated last month
Alternatives and similar repositories for PromptAgent
Users that are interested in PromptAgent are comparing it to the libraries listed below
Sorting:
- [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning☆230Updated 7 months ago
- [NAACL 2025] KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents☆239Updated 7 months ago
- [ICLR 2025] The official implementation of paper "ToolGen: Unified Tool Retrieval and Calling via Generation"☆158Updated 5 months ago
- Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".☆244Updated last year
- FireAct: Toward Language Agent Fine-tuning☆282Updated last year
- [EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation☆305Updated 10 months ago
- AutoCoA (Automatic generation of Chain-of-Action) is an agent model framework that enhances the multi-turn tool usage capability of reaso…☆125Updated 5 months ago
- Codes for our paper "ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate"☆296Updated 10 months ago
- DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents☆380Updated last month
- ☆232Updated last year
- Code and implementations for the paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhiheng Xi e…☆526Updated last week
- Official implementation of "DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning" in ICML'24☆202Updated 9 months ago
- [NeurIPS 2024 Spotlight] Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models☆658Updated 2 months ago
- Official implementation of paper "On the Diagram of Thought" (https://arxiv.org/abs/2409.10038)☆185Updated last week
- This is the repository for the Tool Learning survey.☆431Updated last month
- ☆192Updated 5 months ago
- An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]☆346Updated last year
- [ICML'24 Spotlight] "TravelPlanner: A Benchmark for Real-World Planning with Language Agents"☆407Updated 2 months ago
- Official repo for "LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs".☆240Updated last year
- StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization☆142Updated 8 months ago
- InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks (ICML 2024)☆147Updated 3 months ago
- ☆328Updated last month
- This repository contains the paper list for the paper: Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reaso…☆366Updated last year
- Official implementation of TMLR paper "Cumulative Reasoning With Large Language Models" (https://arxiv.org/abs/2308.04371)☆301Updated last month
- [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement☆189Updated last year
- [NeurIPS 2024] Personal Agentic AI☆87Updated 9 months ago
- Source code and demo for memory bank and SiliconFriend☆324Updated 2 years ago
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆107Updated 10 months ago
- AWM: Agent Workflow Memory☆312Updated 7 months ago
- Awesome Deep Research list! For more details, please refer to our survey paper -- A Comprehensive Survey of Deep Research: Systems, Metho…☆316Updated last week