Depth AI: An AI assistant for building a comprehensive code knowledge graph and deep understanding of the code base

General Introduction

Depth AI is an artificial intelligence assistant designed for developers to deeply understand and analyze code bases. By building a comprehensive code knowledge graph, Depth AI can answer complex technical questions and help developers manage and optimize their code more efficiently. Whether on Slack, Github Copilot Depth AI seamlessly integrates into existing workflows to provide customized AI assistant services.

Function List

• Build a code knowledge graph: a comprehensive representation of all components and their relationships in the code base.
• Complex problem solving: ability to answer high-level questions about system design and architecture.
• Semantic understanding: using machine learning to capture semantics and patterns in code.
• Multi-Platform Integration: Supports deployment of AI assistants on Slack, Github, Jira, and more.
• Customized Assistant: Select specific files and folders to create an exclusive assistant.
• Live Chat: Have a real-time conversation with the codebase through the web application.

Using Help

Installation process

1. Click on the "Try Now" button to register or log in to your account.
2. Follow the prompts to select an integration platform (e.g. Slack, Github, Jira, etc.).
3. Authorize Depth AI to access your code base and start building a code knowledge graph.

Usage Process

1. Building a Knowledge Graph of Code: Upon authorization, Depth AI automatically scans your codebase to build a comprehensive code knowledge graph representing all components and their relationships.
2. Customization Assistant: Select specific files and folders in the web application to create your own AI assistant. You can create multiple assistants for different projects or modules.
3. Live Chat: Have a real-time conversation with your codebase via a web app to ask technical questions or request code optimization advice. depth AI uses its deep learning models to provide detailed answers and recommendations.
4. Multi-Platform Integration: Deploy customized assistants to Slack, Github, Jira, and more to make it easy for team members to get help wherever and whenever they need it. Through API interfaces, you can also integrate the assistant into other workflows.
5. Continuous optimization: Depth AI is constantly learning and optimizing its models to ensure the most up-to-date and accurate technical support.

Main function operation flow

• Questions and Answers: In a web application or integration platform, enter your technical question and Depth AI will provide a detailed answer based on a code knowledge graph and semantic understanding model.
• Code Optimization Recommendations: Requesting code optimization suggestions, Depth AI analyzes potential problems in the code and provides specific optimizations.
• System Design Consulting: Ask high-level questions about system design and architecture, and Depth AI will combine it with code knowledge mapping to provide expert consulting advice.
• Customized assistant management: Manage your customized assistants in the web app, adjusting their permissions and scope at any time to ensure they always meet your project needs.

With the detailed help above, you can take full advantage of Depth AI's powerful features to improve development efficiency and optimize code quality.

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