Graph-Based AI Compiler
a day ago
- #Code Generation
- #AI Compiler
- #Graph-based
- Compiler-based techniques for automatic code generation using large language models (LLMs).
- Leverages the graph structure of the codebase to store context, unlike traditional LLM-based methods.
- Nodes in the graph are collapsed to code when all dependencies are collapsed.
- Converts prompts to code by collapsing each node to code.
- Effective for software projects of any size, including large codebases.
- Suitable for modifying existing codebases, unlike traditional methods limited to greenfield projects.