XinyuanWangCS / PromptAgent
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.
☆275Updated 9 months ago
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☆221Updated 4 months ago
- [ICLR 2025] The official implementation of paper "ToolGen: Unified Tool Retrieval and Calling via Generation"☆141Updated last month
- FireAct: Toward Language Agent Fine-tuning☆275Updated last year
- [NAACL 2025] KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents☆217Updated 3 months ago
- Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".☆239Updated 11 months ago
- Scaling Deep Research via Reinforcement Learning in Real-world Environments.☆345Updated last month
- AutoCoA (Automatic generation of Chain-of-Action) is an agent model framework that enhances the multi-turn tool usage capability of reaso…☆103Updated last month
- This is the repository for the Tool Learning survey.☆365Updated 2 months ago
- ☆220Updated last year
- Official repo for "LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs".☆230Updated 8 months ago
- An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]☆313Updated 11 months ago
- [ICML 2025] Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale☆244Updated 3 weeks ago
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆175Updated 8 months ago
- Code and implementations for the paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhiheng Xi e…☆458Updated 2 months ago
- ☆180Updated 3 months ago
- Data and Code for Program of Thoughts (TMLR 2023)☆272Updated 11 months ago
- Generative Judge for Evaluating Alignment☆237Updated last year
- ☆133Updated 3 months ago
- ☆228Updated last year
- 🌍 Repository for "AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agent", ACL'24 Best Resource Pap…☆191Updated this week
- ☆279Updated 9 months ago
- Codes for our paper "ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate"☆281Updated 6 months ago
- R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning☆509Updated 3 weeks ago
- ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)☆262Updated last year
- [EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation☆296Updated 6 months ago
- Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding☆382Updated last year
- StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization☆131Updated 4 months ago
- MAD: The first work to explore Multi-Agent Debate with Large Language Models :D☆374Updated 3 months ago
- [ICLR 2025] Benchmarking Agentic Workflow Generation☆89Updated 2 months ago
- ☆162Updated last month