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25 | 25 | </a> |
26 | 26 | </p> |
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28 | | -Codellm-devkit (CLDK) is a multilingual program analysis framework that bridges the gap between traditional static analysis tools and Large Language Models (LLMs) specialized for code (CodeLLMs). Codellm-devkit allows developers to streamline the process of transforming raw code into actionable insights by providing a unified interface for integrating outputs from various analysis tools and preparing them for effective use by CodeLLMs. |
| 28 | +Codellm-Devkit (CLDK) is a multilingual program analysis framework that bridges the gap between traditional static analysis tools and Large Language Models (LLMs) specialized for code (CodeLLMs). Codellm-Devkit allows developers to streamline the process of transforming raw code into actionable insights by providing a unified interface for integrating outputs from various analysis tools and preparing them for effective use by CodeLLMs. |
29 | 29 |
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30 | | -Codellm-devkit simplifies the complex process of analyzing codebases that span multiple programming languages, making it easier to extract meaningful insights and drive LLM-based code analysis. `CLDK` achieves this through an open-source Python library that abstracts the intricacies of program analysis and LLM interactions. With this library, developer can streamline the process of transforming raw code into actionable insights by providing a unified interface for integrating outputs from various analysis tools and preparing them for effective use by CodeLLMs. |
| 30 | +Codellm-Devkit simplifies the complex process of analyzing codebases that span multiple programming languages, making it easier to extract meaningful insights and drive LLM-based code analysis. `CLDK` achieves this through an open-source Python library that abstracts the intricacies of program analysis and LLM interactions. With this library, developer can streamline the process of transforming raw code into actionable insights by providing a unified interface for integrating outputs from various analysis tools and preparing them for effective use by CodeLLMs. |
31 | 31 |
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32 | | -**The purpose of Codellm-devkit is to enable the development and experimentation of robust analysis pipelines that harness the power of both traditional program analysis tools and CodeLLMs.** |
33 | | -By providing a consistent and extensible framework, Codellm-devkit aims to reduce the friction associated with multi-language code analysis and ensure compatibility across different analysis tools and LLM platforms. |
| 32 | +**The purpose of Codellm-Devkit is to enable the development and experimentation of robust analysis pipelines that harness the power of both traditional program analysis tools and CodeLLMs.** |
| 33 | +By providing a consistent and extensible framework, Codellm-Devkit aims to reduce the friction associated with multi-language code analysis and ensure compatibility across different analysis tools and LLM platforms. |
34 | 34 |
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35 | | -Codellm-devkit is designed to integrate seamlessly with a variety of popular analysis tools, such as WALA, Tree-sitter, LLVM, and CodeQL, each implemented in different languages. Codellm-devkit acts as a crucial intermediary layer, enabling efficient and consistent communication between these tools and the CodeLLMs. |
| 35 | +Codellm-Devkit is designed to integrate seamlessly with a variety of popular analysis tools, such as WALA, Tree-sitter, LLVM, and CodeQL, each implemented in different languages. Codellm-Devkit acts as a crucial intermediary layer, enabling efficient and consistent communication between these tools and the CodeLLMs. |
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37 | | -Codellm-devkit is constantly evolving to include new tools and frameworks, ensuring it remains a versatile solution for code analysis and LLM integration. |
| 37 | +Codellm-Devkit is constantly evolving to include new tools and frameworks, ensuring it remains a versatile solution for code analysis and LLM integration. |
38 | 38 |
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39 | | -Codellm-devkit is: |
| 39 | +Codellm-Devkit is: |
40 | 40 |
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41 | 41 | - **Unified**: Provides a single framework for integrating multiple analysis tools and CodeLLMs, regardless of the programming languages involved. |
42 | 42 | - **Extensible**: Designed to support new analysis tools and LLM platforms, making it adaptable to the evolving landscape of code analysis. |
43 | 43 | - **Streamlined**: Simplifies the process of transforming raw code into structured, LLM-ready inputs, reducing the overhead typically associated with multi-language analysis. |
44 | 44 |
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45 | | -Codellm-devkit is an ongoing project, developed at IBM Research. |
| 45 | +Codellm-Devkit is an ongoing project, developed at IBM Research. |
46 | 46 |
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47 | 47 | ## Contact |
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