Unoplat-CodeConfluence

The Universal Code Context Engine

Extract, understand, and provide precise code context across repositories tied through domains
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Table of Contents

1. Vision
2. Why Unoplat-CodeConfluence?
3. For Knowledge Engine and AI Coding Assistants
4. Getting Started
5. Project Status
   • Programming Language Support
   • Tasks Status
   • Code Grammar
6. Credits/Heroes/Supporters/Inspirations
7. Maintainers
8. Community Channel
9. License

🎯 Vision

Unoplat-CodeConfluence aims to be the definitive solution for extracting, understanding, and providing precise code context across repositories and domains. By combining deterministic code grammar with state-of-the-art LLM pipelines, we achieve human-like understanding of codebases in minutes rather than months. Our graph-based architecture ensures relationships and context are preserved at every level.

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🌟 Why Unoplat-CodeConfluence?

• Deterministic Understanding: Built on ArchGuard and Tree-sitter for reliable, language-agnostic code parsing
• Smart Summarization: Bottom-up code analysis from functions to entire codebases, preserving context at every level
• Enhanced Onboarding: Intuitive, interconnected documentation helps new team members understand complex codebases quickly
• Graph-Based Intelligence: Query and explore codebases through natural, graphical relationships between components
• Deep Dependency Insights: Comprehensive parsing of package managers as well as any other related metadata reveals true project structure and relationships
• Integration Ready: Designed to work seamlessly with your existing development tools and workflows

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🤝 For Knowledge Engine and AI Coding Assistants

Unoplat-CodeConfluence will provide:

• Precise Context API: Get reliable, deterministic code understanding through:
  • Bottom-up code summarization from functions to systems
  • Precise and Efficient GraphRag
  • Deep package and dependency analysis

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🚀 Getting Started

Ready to enhance your development workflow?

Check out our Quick Start Guide.

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Project Status

ALPHA

Programming Language Support

Language	In-POC	Alpha	Beta	Stable
Python	✓	✓	✓
Java	✓
TypeScript
Go

Tasks Status

Task	Research	POC	Released
Code Grammar	✓	✓	✓
Integration With Workflow Orchestrator	✓	✓	✓
Data Modelling for Code Grammar	✓	✓	✓
Insertion into Graph Database	✓	✓	✓
Data Modelling for Code Summarisation	✓	✓
SOTA LLM Pipelines For Code Grammar Summarisation/Reports	✓	✓
Automatic Documentation	✓
GraphRag based Query Module
SDK for integration

Credits/heroes/supporters/Inspirations

These are the people/entities because of which this work has been possible.
Unoplat code confluence would not exist without them.

1. Phodal from Chapi and ArcGuard
2. [Ishaan & Krrish from Litellm]([email protected] / [email protected])
3. Omar Khattab
4. Joao Moura from crewai
5. Vipin Shreyas Kumar
6. Danswer
7. Continue
8. Apeksha
9. Jeremy Howard
10. Temporal
11. Neo4j
12. FastApi

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Maintainers

Jay Ghiya Contact: [email protected]

Vipin Shreyas Kumar Contact: [email protected]

Book a call with us - Cal Link

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Community Channel

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License

Unoplat-CodeConfluence is licensed under the GNU Affero General Public License v3.0 (AGPL-3.0).

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