About Code RAG

RAG over code needs different chunking than docs — respect function/class boundaries, preserve imports and type context, handle multiple languages. We use tree-sitter-based AST chunking for language-aware retrieval.

What We Deliver

AST-based code chunking (tree-sitter)
Multi-language support
Git history integration
Symbol + reference graph
IDE integration (VS Code / JetBrains)
Code-specific reranking

Tools & Platforms We Use

tree-sitter

Pinecone

Sourcegraph

Our Process

1

Audit & Assessment

We analyze your current state, identify gaps, and benchmark against competitors.

2

Strategy & Planning

We create a detailed action plan with priorities, timelines, and measurable KPIs.

3

Implementation

Our specialists execute the strategy with precision and attention to detail.

4

Monitor & Optimize

We track results, analyze performance, and refine continuously for improvement.

Code RAG