heiko-hotz / automated-prompt-engineering-from-scratch
A repo with an automated prompt engineering workflow from scratch. It leverages the OPRO technique.
☆189Updated 7 months ago
Alternatives and similar repositories for automated-prompt-engineering-from-scratch:
Users that are interested in automated-prompt-engineering-from-scratch are comparing it to the libraries listed below
- A LLM-based Agent that predict its tasks proactively.☆348Updated last month
- [ICLR 2025] The official implementation of paper "ToolGen: Unified Tool Retrieval and Calling via Generation"☆136Updated 3 weeks ago
- This is the official repo for "PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization". PromptAgen…☆269Updated 8 months ago
- [EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation☆294Updated 6 months ago
- 🌐 WebWalker: Benchmarking LLMs in Web Traversal☆384Updated 2 weeks ago
- ☆218Updated last year
- Code for Husky, an open-source language agent that solves complex, multi-step reasoning tasks. Husky v1 addresses numerical, tabular and …☆341Updated 10 months ago
- LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA☆487Updated 3 months ago
- This repository contains the paper list for the paper: Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reaso…☆356Updated last year
- FlexRAG: A RAG Framework for Information Retrieval and Generation.☆157Updated this week
- Official repo for "LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs".☆230Updated 7 months ago
- 🦀️ CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents. https://crab.camel-ai.org/☆333Updated 5 months ago
- StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization☆126Updated 3 months ago
- Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".☆230Updated 10 months ago
- connecting humans and agents☆82Updated 4 months ago
- recursive rag with r1 reasoning☆280Updated 2 months ago
- Official implementation of "DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning" in ICML'24☆175Updated 4 months ago
- The latest graphrag interface is used, using the local ollama to provide the LLM interface.Support for using the pip installation☆147Updated 6 months ago
- An open-source framework for collaborative AI agents, enabling diverse, distributed agents to team up and tackle complex tasks through in…☆702Updated 6 months ago
- ☆139Updated 2 months ago
- The Level-Navi Agent, a framework that requires no training and utilizes large language models for deep query understanding and precise s…☆78Updated 3 months ago
- Code and implementations for the paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhiheng Xi e…☆449Updated last month
- Agentica: Effortlessly Build Intelligent, Reflective, and Collaborative Multimodal AI Agents! 轻松构建智能、具备反思能力、可协作的多模态AI Agent。☆152Updated this week
- An open platform for enhancing the capability of LLMs in workflow orchestration.☆133Updated last month
- [NAACL 2025] KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents☆215Updated 2 months ago
- Scaling Deep Research via Reinforcement Learning in Real-world Environments.☆244Updated last week
- ☆249Updated last year
- [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning☆221Updated 3 months ago
- PC Agent: While You Sleep, AI Works - A Cognitive Journey into Digital World☆226Updated 4 months ago
- Deep Reasoning Translation via Reinforcement Learning (arXiv preprint 2025); DRT: Deep Reasoning Translation via Long Chain-of-Thought (a…☆215Updated last week