Socrates

Socrates AI - Collaborative Development Platform

Socrates is a self-hosted AI agent platform designed for enhancing collaborative software project development. With functionalities that encompass real-time teamwork, multi-agent orchestration, and robust infrastructure, Socrates empowers teams to engage more effectively in project management and coding tasks.

Key Features

• Socratic Learning: Engage in AI-guided Socratic questioning to navigate complex design and development challenges.
• Multi-Agent System: Utilize specialized agents for various functions such as project management, code generation, conflict resolution, and knowledge management.
• Knowledge Management: Leverage Retrieval-Augmented Generation (RAG) with vector embeddings for intelligent knowledge retrieval and creation.
• Real-Time Collaboration: Experience seamless collaboration with real-time presence, cursor tracking, and document synchronization via WebSocket technology.
• Enterprise Security: Implement strong security measures including JWT authentication with Multi-Factor Authentication (MFA), OWASP-compliant security headers, role-based access control, and encryption.
• High-Performance Operations: Features such as rate limiting, Redis caching, and optimized query execution enhance performance.
• Production Monitoring: Keep track of system metrics with Prometheus, check system health, and log performance details via Grafana dashboards.
• Kubernetes-Ready: Simplified deployment with complete Kubernetes manifests, Helm charts, and Docker multi-platform builds tailored for CI/CD automation.

Architecture Overview

The Socrates architecture integrates a FastAPI backend combined with a React frontend, utilizing PostgreSQL, Redis, and ChromaDB for data management and performance optimization. This setup is designed to maximize efficiency and responsiveness in multi-user environments.

API Endpoints

Socrates provides a comprehensive range of API endpoints covering authentication, project management, chat sessions, knowledge management, and analytics:

# Authentication
POST /auth/register           # User registration
POST /auth/login              # User login with JWT
POST /auth/logout             # Logout and invalidate session
...

# Projects
POST /projects                # Create project
GET /projects                 # List user's projects
...

# Chat & Knowledge
GET /projects/{id}/knowledge  # List knowledge entries
...

# Analytics & Reports
GET /projects/{id}/analytics  # Project analytics
...  

See the API_REFERENCE.md for detailed endpoint descriptions.

Documentation Links

• 📖 QUICK_START_GUIDE.md - Quick start instructions
• 🏗️ ARCHITECTURE.md - Deep dive into the system architecture
• 📚 API_REFERENCE.md - Complete API documentation
• 🚀 DEPLOYMENT.md - Production setup and Docker guidelines
• ⚙️ CONFIGURATION.md - Environment configuration details

Performance and Security

Socrates is built with a strong focus on security and performance, featuring:

• JWT authentication with TOTP MFA
• Rate limiting and input validation
• Automated backups with S3 support
• Connection pooling and caching to enhance speed and responsiveness

Community and Support

Socrates is open-source and encourages community contributions. Users can report issues, contribute to code, or support development through sponsorships on GitHub. For more information on how to get involved or seek support, visit the Contributing section and explore available sponsorship tiers.

In summary, Socrates provides a cohesive, AI-driven environment for managing and developing software projects collaboratively. Its integration of advanced technology caters to both small teams and larger enterprise needs, making it a valuable asset for development organizations.