Prometheus

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Prometheus is a Coding & Development tool that maps, understands, and repairs complex codebases using a knowledge graph. It leverages autonomous code agents to turn ideas into verifiable software.

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At a glance

Pricing

Open Source · Custom

Free tier

Yes

API

Yes

Skill level

Technical

About

What is Prometheus?

Prometheus is a research-backed, production-ready AI agent platform designed to map, understand, and repair complex codebases through reasoning, not guessing. It utilizes unified knowledge graphs and multi-agent systems to perform intelligent operations on multilingual code. Built on LangGraph state machines, Prometheus orchestrates specialized AI agents to automatically classify issues, reproduce bugs, retrieve relevant context, and generate validated patches. Key capabilities include end-to-end bug fixing, context-aware feature implementation, graph-based semantic search, and coordinated multi-agent workflows. It integrates with Neo4j for knowledge graph management and Docker for isolated execution environments, aiming to redefine software productivity beyond simple prototype generation.

Best used for

Ideal for developers and software engineers who need to automate bug fixing, implement new features, and understand complex codebases. Especially valuable for teams working on large, multilingual projects requiring deep semantic reasoning and validated code changes.

Common actions

debug code

generate code

understand codebase

automate software engineering

fix bugs

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Capabilities

Key features

Automated issue resolution
Feature implementation pipeline
Intelligent context retrieval
Multi-agent orchestration
Knowledge graph integration
Containerized execution
Natural language querying

Target Audience

developer

Integrations

neo4jdockeropenaianthropicgoogle-gemini

Pricing & Plans

Open Source · Custom

Free

FAQs

What is the difference between the Community and Commercial Editions of Prometheus?

The Community Edition is licensed under GPLv3, allowing free use, modification, and redistribution for open-source projects. The Commercial Edition is for organizations needing to use the software in proprietary, closed-source, or commercial settings, requiring a separate license from EUNI.AI Team.

What technologies does Prometheus use for its knowledge graph and execution environment?

Prometheus leverages Neo4j for its knowledge graph, representing code structure and semantics. For isolated build and test execution, it utilizes Docker containers, ensuring a consistent and secure environment for code analysis and repair.

Can Prometheus integrate with different LLMs?

Yes, Prometheus supports a multi-tier model strategy and can integrate with various LLMs. It explicitly mentions support for OpenAI (GPT-4), Anthropic (Claude), and Google Gemini, allowing flexibility in choosing the underlying AI models.

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