AegisDesk
AegisDesk delivers secure multi-agent routing for IT operations.
Open SourceChatbots & Assistants
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What is AegisDesk?
AegisDesk addresses common shortcomings in automated support tools by separating routing logic from language model calls. Queries are directed to agents focused on network diagnostics, cloud infrastructure tasks, or web data retrieval, each operating under strict controls to limit exposure. The architecture relies on a graph-based memory store that ensures data consistency across sessions. Agents interact through a streaming interface with built-in limits on recursive actions, allowing escalation when necessary. This setup supports reliable context handling without relying on temporary in-memory states.
Key features
Multi-Agent Swarm Architecture with specialized agents for Network Ops, Cloud/Atlassian, and Web Intelligence
Zero-Token Semantic Router for deterministic intent routing without LLM calls
ACID-compliant SQLite-backed Semantic Graph Memory with ChromaDB and BGE reranker
RCE and SSRF mitigations via zero-trust command sanitization and pre-flight DNS checks
FastAPI SSE Streaming API with JWT Auth, RBAC, and TTLCache
LangGraph Supervisor orchestration with recursive tool call capping (n=5)
What you can use AegisDesk for
Secure IT Helpdesk Automation
AegisDesk routes user queries through a zero-token semantic router to specialist agents for network diagnostics, cloud tasks, and internal portal access while enforcing command sanitization and SSRF/RCE protections.
Multi-Agent Infrastructure Management
The system deploys coordinated agents for ping and port scans, Azure/AWS/Jira operations, and wiki/HR data retrieval, all orchestrated by a LangGraph supervisor with recursive call limits.
ACID-Compliant Semantic Memory Queries
Queries leverage an SQLite-backed semantic graph combined with ChromaDB vector storage and BGE reranking to maintain reliable context across agent interactions.
How to use AegisDesk
- 1Clone the AegisDesk GitHub repository
- 2Review the .env.example and set required variables
- 3Build and start services using docker-compose
- 4Run the FastAPI server with SSE streaming enabled
- 5Test agents via the provided demo.py script
AegisDesk pricing
Pricing model: Open Source. Plan details are indicative — check the site for current prices.
Open Source
Free
- Multi-Agent Swarm
- ACID SQLite Memory
- MIT License
Editor's verdict
Pros
- +Open-source with focus on security guarantees and routing accuracy
- +Persistent ACID memory across sessions unlike ephemeral context windows
Cons
- –Trades raw response latency for security and accuracy
- –Requires setup of Docker, SQLite, and agent-specific integrations
Our take: AegisDesk is a solid chatbots & assistants choice. It's valued for open-source with focus on security guarantees and routing accuracy and persistent acid memory across sessions unlike ephemeral context windows. The main trade-off is trades raw response latency for security and accuracy. A good pick if you want capable AI without a high upfront cost.
Frequently asked questions
AegisDesk is an open-source multi-agent swarm system that uses deterministic intent routing and ACID-compliant memory to improve security and accuracy over traditional monolithic LLM helpdesk bots.
Summary
AegisDesk is a solid chatbots & assistants choice. It's valued for open-source with focus on security guarantees and routing accuracy and persistent acid memory across sessions unlike ephemeral context windows. The main trade-off is trades raw response latency for security and accuracy. A good pick if you want capable AI without a high upfront cost.
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