Smart Code Completion with Context

Smart Code Completion with Context

Enhancing LLMs for Complex Data Transfer Tasks

CCCI is a novel approach that improves code completion by leveraging contextual information from existing codebases, addressing a key challenge in software development.

  • Focuses on integrating new code into existing systems with awareness of variable scope, object models, and database relations
  • Helps developers complete complex data transfer tasks more accurately
  • Demonstrates how LLMs can be enhanced to understand surrounding code context
  • Reduces the cognitive load on developers by automating contextually-aware code completion

This research has significant implications for Engineering teams by improving developer productivity and code quality while reducing integration errors in complex systems.

CCCI: Code Completion with Contextual Information for Complex Data Transfer Tasks Using Large Language Models

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