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.
☆357Jul 17, 2025Updated last year
Alternatives and similar repositories for PromptAgent
Users that are interested in PromptAgent are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A library for advanced large language model reasoning☆2,343Jun 10, 2025Updated last year
- Source code for GreaTer ICLR 2025 - Gradient Over Reasoning makes Smaller Language Models Strong Prompt Optimizers☆36Apr 18, 2025Updated last year
- official code for "Large Language Models as Optimizers"☆774Dec 4, 2024Updated last year
- Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models☆417Jun 26, 2026Updated 2 months ago
- Code for ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context☆17Nov 15, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [EACL] This is the code repo for our paper "Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist C…☆112Oct 9, 2025Updated 10 months ago
- ☆1,363Apr 29, 2024Updated 2 years ago
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆55Jun 24, 2024Updated 2 years ago
- [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning☆239Jan 13, 2025Updated last year
- Automatic prompt optimization framework for multi-step agent tasks.☆37Nov 12, 2024Updated last year
- Official implementation of the paper Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers☆250Sep 22, 2025Updated 11 months ago
- ☆45Dec 14, 2024Updated last year
- Official Implementation of InstructZero; the first framework to optimize bad prompts of ChatGPT(API LLMs) and finally obtain good prompts…☆201Jul 23, 2024Updated 2 years ago
- Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding.☆13Nov 19, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 雅意信息抽取大模型:在百万级人工构造的高质量信息抽取数据上进行指令微调,由中科闻歌算法团队研发。 (Repo for YAYI Unified Information Extraction Model)☆318Aug 8, 2024Updated 2 years ago
- [NAACL'25] Evaluating LLMs for Causal Queries☆14Feb 18, 2025Updated last year
- Self-Reflection in LLM Agents: Effects on Problem-Solving Performance☆102Nov 25, 2024Updated last year
- [EMNLP'24 (Main)] DRPO(Dynamic Rewarding with Prompt Optimization) is a tuning-free approach for self-alignment. DRPO leverages a search-…☆24Nov 17, 2024Updated last year
- [NeurIPS 2023] We use large language models as commonsense world model and heuristic policy within Monte-Carlo Tree Search, enabling bett…☆302Nov 16, 2024Updated last year
- A Python implementation of an agent swarm system that works with local LLM servers. The system allows you to create multiple agents that …☆14Nov 20, 2024Updated last year
- A framework for prompt tuning using Intent-based Prompt Calibration☆3,013Dec 2, 2025Updated 8 months ago
- ☆2,910Feb 20, 2025Updated last year
- [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".☆138May 14, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.☆3,709Jul 25, 2025Updated last year
- A library for prompt engineering and optimization (SAMMO = Structure-aware Multi-Objective Metaprompt Optimization)☆775Jun 23, 2025Updated last year
- Coherence boosting: When your pretrained language model is not paying enough attention (ACL 2022) https://arxiv.org/abs/2110.08294☆15Apr 23, 2023Updated 3 years ago
- Official codes for EMNLP 2024 paper "Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models"☆39Dec 14, 2024Updated last year
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆141Jul 8, 2024Updated 2 years ago
- [NAACL 2024 Findings] Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning☆14Jul 8, 2024Updated 2 years ago
- The code implementation of HyGRAG, accepted by WWW'26.☆15Jun 15, 2026Updated 2 months ago
- ☆148Jul 1, 2024Updated 2 years ago
- Bayes-Adaptive RL for LLM Reasoning☆46May 28, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [TMLR] Cumulative Reasoning With Large Language Models (https://arxiv.org/abs/2308.04371)☆308Aug 2, 2025Updated last year
- Benchmarking LLMs with Challenging Tasks from Real Users☆256Nov 3, 2024Updated last year
- [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models☆6,057Jan 16, 2025Updated last year
- Data and Code for Program of Thoughts [TMLR 2023]☆317May 15, 2024Updated 2 years ago
- [NAACL 2024] TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition☆19Jan 5, 2026Updated 7 months ago
- Short Text Similarity as described in https://dl.acm.org/citation.cfm?id=2806475☆17Feb 7, 2019Updated 7 years ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,465Jul 25, 2026Updated last month