AI Agents Framework for Enterprise Teams
Build intelligent AI agents for Support and SRE/DevOps teams. Modular architecture with enterprise-grade security, scalability, and comprehensive integrations.
Quick start with Docker Compose
git clone https://github.com/SSobol77/astradesk && make upBuilt for Enterprise Scale
Everything you need to deploy production-ready AI agents with confidence
Modular Architecture
Python-based framework with tool registry, planner, memory (Redis/Postgres), and RAG with pgvector
Enterprise Security
OIDC/JWT authentication, per-tool RBAC, mTLS via Istio, and comprehensive audit trails
Rich Integrations
Connect with Postgres, MySQL, Redis, NATS, Prometheus, Grafana, and enterprise ticketing systems
Ready-Made Agents
SupportAgent for helpdesk with RAG, and OpsAgent for SRE/DevOps automations with policy controls
DevOps Ready
Docker, Kubernetes (Helm), OpenShift, Terraform (AWS), and CI/CD with Jenkins/GitLab
Full Observability
OpenTelemetry integration with Prometheus, Grafana, Loki, and Tempo for complete monitoring
Purpose-Built for Your Team
Designed for Support and SRE/DevOps teams who need reliable, secure AI automation
Support & Helpdesk
Intelligent support automation powered by RAG
- RAG on company documents (procedures, FAQs, runbooks)
- Automated ticket creation and updates
- Conversational memory for context-aware responses
- Integration with enterprise ticketing systems
SRE & DevOps
Controlled automation with security at the core
- Metrics lookups from Prometheus and Grafana
- Automated incident triage and response
- Controlled actions (service restarts) with RBAC
- Complete audit trails for compliance
Modern Architecture
Three primary components working together seamlessly
Python API Gateway
FastAPI
Handles agent requests with RAG, memory, and tool orchestration
Java Ticket Adapter
Spring Boot WebFlux
Reactive service integrating with MySQL for enterprise ticketing
Admin Portal
Next.js
Web UI for monitoring agents, audits, and prompt testing
Communication Layer
Data Storage
Postgres + pgvector
Working Memory
Redis
Event Bus
NATS
Ticketing DB
MySQL
Comprehensive Tech Stack
Built with industry-standard tools and frameworks
Languages
Frameworks
Data & Messaging
DevOps
Observability Built-In
OpenTelemetry, Prometheus, Grafana, Loki, and Tempo for complete monitoring
Start Building AI Agents Today
Open source, Apache 2.0 licensed. No vendor lock-in, full control over your AI infrastructure.
Created by Siergej Sobolewski • Licensed under Apache 2.0