unoplat-code-confluence

unoplat-code-confluence

The goal is to parse,process and ingest codebase/s to form a pluggable knowledge Graph and become the unified code context provider

Stars: 71

Visit
 screenshot

Unoplat-CodeConfluence is a universal code context engine that aims to extract, understand, and provide precise code context across repositories tied through domains. It combines deterministic code grammar with state-of-the-art LLM pipelines to achieve human-like understanding of codebases in minutes. The tool offers smart summarization, graph-based embedding, enhanced onboarding, graph-based intelligence, deep dependency insights, and seamless integration with existing development tools and workflows. It provides a precise context API for knowledge engine and AI coding assistants, enabling reliable code understanding through bottom-up code summarization, graph-based querying, and deep package and dependency analysis.

README:


Unoplat-CodeConfluence

The Universal Code Context Engine

Extract, understand, and provide precise code context and related metadata across repositories tied through domains
Explore the docs »

Quick Start · Report Bug · Request Feature

Status License

Discord Twitter LinkedIn

Table of Contents
  1. Vision
  2. Why Unoplat-CodeConfluence?
  3. For Knowledge Engine and AI Coding Assistants
  4. Getting Started
  5. Project Status
  6. Credits/Heroes/Supporters/Inspirations
  7. Maintainers
  8. Product Feedback
  9. Community Channel
  10. License

🎯 Vision

Unoplat Code Confluence aims to be the definitive solution for discovering, extracting, ingesting, understanding, and providing precise code context across repositories. By combining deterministic code grammar with state-of-the-art LLM pipelines, we unlock a wide range of use cases around code understanding, maintainability, and collaboration.

(back to top)

🌟 Core Principles

1. Precision First

2. Context Engineering

  • Complete Context Graph: All essential context—internal/external dependencies, inbound/outbound interfaces, domain models, data stores, and service-to-service links—kept fresh via workflow-based ingestion
  • Selective Context Routing & Hierarchical Decomposition: Route only what matters and break work into scoped steps to boost accuracy and efficiency across tasks.

3. Enterprise-Grade Reliability

  • Scalable and reliable processing powered by workflow orchestrator

4. Performance Optimization

  • Optimized algorithms across all aspects of discovery, detection, ingestion and AI-based insights

🚀 Use Cases

In Progress

  • AGENTS.md-first Context: Auto-generate machine-readable AGENTS.md per repo and an org index, giving any coding agent a precise source of truth

Planned

  • Application Overview: Comprehensive understanding of application architecture, dependencies, and relationships through graph-based exploration

(back to top)

🚀 Getting Started

Ready to enhance your development workflow?

Check out our Quick Start Guide.

(back to top)

Project Status

ALPHA

Programming Language Support

Language In-POC Alpha Beta Stable
Python
Java
TypeScript
Go

Tasks Status

Task Done In Progress Planned
Repository Discovery
Auto Codebase Detection
GitHub Ingestion
GitHub Manual Sync
Local Ingestion
Local Manual Sync
AGENTS.md-first Context
Application Overview

Maintainers

Jay Ghiya
Contact: [email protected]

Book a call with me - Cal Link

(back to top)

💬 Product Feedback & Alpha Disclaimer

Unoplat Code Confluence is in alpha. We’re building for our own daily use first, prioritizing stability and bug fixes. We’re collecting feedback now and will act on it once the core is solid. Early adopters welcome. Expect rapid changes and rough edges.

Your feedback is invaluable as we work toward production readiness and helps us prioritize our roadmap to better serve the developer community.

(back to top)

License

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

(back to top)

For Tasks:

Click tags to check more tools for each tasks

For Jobs:

Alternative AI tools for unoplat-code-confluence

Similar Open Source Tools

For similar tasks

For similar jobs