FEATURE REQUEST: Efficient Chunking Strategy to create a GitHub Repository profile #68
Description
Is your feature request related to a problem?
- Yes, it is related to a problem
Describe the feature you'd like
🌟 Feature Description
Implement a comprehensive repository chunking system that creates fine-grained, searchable representations of entire codebases. This system will parse repositories file-by-file, creating intelligent chunks that preserve code structure, relationships, and context, enabling users to query specific implementations, functions, or patterns across the entire codebase through natural language.
🔍 Problem Statement
Current limitations in codebase assistance:
- Cannot answer questions like "Where is authentication implemented?" or "Show me all API endpoints"
- No way to understand code relationships across files (imports, dependencies, call graphs)
- Difficult to locate specific implementations in large codebases
- Cannot provide context-aware code suggestions based on existing patterns
- Missing ability to track code evolution and architectural decisions
Simply indexing raw files creates poor search results and loses crucial context about how code components interact.
🎯 Expected Outcome
A sophisticated code indexing system that:
Probably a workaround tree-based strategies.
- Preserves Code Structure: Maintains relationships between files, functions, and classes
- Enables Precise Queries: Support questions like "How does the payment service connect to the database?"
- Tracks Dependencies: Understands import chains and function call graphs
- Provides Context: Returns not just code, but surrounding context and related files
- Supports Multiple Languages: Intelligently chunks Python, JavaScript, TypeScript, Go, etc.
Record
- I agree to follow this project's Code of Conduct
- I want to work on implementing this feature