PairCoder

by nju-websoft · Agent Tool · ★ 111

About PairCoder

PairCoder 🤖💻 This paper has been accepted by ASE 2024 and awarded the 🏆 ACM SIGSOFT Distinguished Paper Award. 📖Overview • 🧪Environment • 📂Dataset Setup • 🚀Quick Start • 📝Citation 📖Overview In this paper, we draw on pair programming practices to propose PairCoder, a novel LLM-based framework for code generation. PairCoder incorporates two collaborative LLM agents, namely a Navigator agent for high-level planning and a Driver agent for specific implementation.

code-generationlarge-language-modelsllm-agentmulti-agent-systempair-programingprogram-synthesis

Quick Facts

Stars111
Forks13
LanguagePython
CategoryAgent Tool
LicenseGPL-3.0
Quality Score65.2182040141094/100
Last Updated2024-11-29
Created2024-08-18
Platformspython
Est. Tokens~1506k

Compatible Skills

These tools work well together with PairCoder for enhanced workflows:

  • SWE-AF — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)
  • TapeAgents — semantic(0.27)+complementary+same_lang+similar_pop+shared_platform (54%)
  • Hegelion — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (54%)
  • bigcodebench — semantic(0.38)+rare_topics+same_lang+similar_pop+shared_platform (52%)
  • Legion — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (52%)

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Frequently Asked Questions

What is PairCoder?

PairCoder is A Pair Programming Framework for Code Generation via Multi-Plan Exploration and Feedback-Driven Refinement, ASE 2024 (Distinguished Paper Award). It is categorized as a Agent Tool with 111 GitHub stars.

What programming language is PairCoder written in?

PairCoder is primarily written in Python. It covers topics such as code-generation, large-language-models, llm-agent.

How do I install or use PairCoder?

You can find installation instructions and usage details in the PairCoder GitHub repository at github.com/nju-websoft/PairCoder. The project has 111 stars and 13 forks, indicating an active community.

What license does PairCoder use?

PairCoder is released under the GPL-3.0 license, making it free to use and modify according to the license terms.

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