AICPS / LLM_4_PLCLinks
LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems
☆41Updated last year
Alternatives and similar repositories for LLM_4_PLC
Users that are interested in LLM_4_PLC are comparing it to the libraries listed below
Sorting:
- LLM-based and retrieval-augmented Control Code Generation☆20Updated 8 months ago
- LLM-based Test Case Generation for PLC Control Logic☆32Updated 8 months ago
- Dianshu-Liao / AAA-Code-Generation-Framework-for-Code-Repository-Local-Aware-Global-Aware-Third-Party-Aware☆19Updated last year
- Enhancing AI Software Engineering with Repository-level Code Graph☆191Updated 3 months ago
- ☆68Updated 7 months ago
- ☆49Updated last year
- autonomous agent with access to a tool library☆40Updated last week
- Official implementation of paper "On the Diagram of Thought" (https://arxiv.org/abs/2409.10038)☆184Updated 3 months ago
- Must-read papers on Repository-level Code Generation & Issue Resolution 🔥☆122Updated last week
- CodeMind is a generic framework for evaluating inductive code reasoning of LLMs. It is equipped with a static analysis component that ena…☆39Updated 3 months ago
- Large Language Models Meet NL2Code: A Survey☆35Updated 7 months ago
- Official implementation of paper How to Understand Whole Repository? New SOTA on SWE-bench Lite (21.3%)☆86Updated 3 months ago
- ☆158Updated 10 months ago
- ☆75Updated 10 months ago
- Repository for the paper "Large Language Model-Based Agents for Software Engineering: A Survey". Keep updating.☆478Updated 4 months ago
- APIBench is a benchmark for evaluating the performance of API recommendation approaches released in the paper "Revisiting, Benchmarking a…☆58Updated 2 years ago
- Advancing LLM with Diverse Coding Capabilities☆73Updated 11 months ago
- [ICLR 2025] The official implementation of paper "ToolGen: Unified Tool Retrieval and Calling via Generation"☆151Updated 3 months ago
- MapCoder: Multi-Agent Code Generation for Competitive Problem Solving☆154Updated 5 months ago
- [NeurIPS 2024] Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?☆127Updated 10 months ago
- [ICLR'24 Spotlight] A language model (LM)-based emulation framework for identifying the risks of LM agents with tool use☆151Updated last year
- Official github repo for AutoDetect, an automated weakness detection framework for LLMs.☆42Updated last year
- ☆96Updated 10 months ago
- The repository for paper "DebugBench: "Evaluating Debugging Capability of Large Language Models".☆78Updated last year
- InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks (ICML 2024)☆138Updated last month
- Inference code of Lingma SWE-GPT☆233Updated 7 months ago
- Codes and Data for ACL 2024 Paper "Faithful Logical Reasoning via Symbolic Chain-of-Thought".☆188Updated last year
- ☆1Updated 10 months ago
- RepairAgent is an autonomous LLM-based agent for software repair.☆52Updated 3 weeks ago
- "Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases" b…☆45Updated last year