AI Operating System is a self-hosted, full-stack AI system software for building, deploying, and orchestrating autonomous AI agents. It is designed for technical founders, engineering teams, and developers who need a complete, production-architecture AI system they can own outright, extend, and operate — without rebuilding core AI infrastructure from the ground up.
The system is built on a Python 3.12 / FastAPI async backend and a Next.js 15 / TypeScript / Tailwind CSS frontend. Infrastructure is covered by Docker Compose for development and production, Kubernetes manifests for container orchestration, and Terraform scripts targeting AWS EKS for cloud deployment. A GitHub Actions CI/CD pipeline is included. The REST API covers agents, tasks, memory, knowledge, tools, models, and system health, with a WebSocket layer for real-time task streaming.
The core kernel delivers: a Graph-DAG multi-agent engine with parallel execution and full audit trails; four-layer memory comprising Episodic and Semantic memory via Qdrant, Working memory via Redis, and Procedural memory via PostgreSQL with background consolidation; a hybrid RAG pipeline combining BM25 sparse retrieval and dense embeddings fused via Reciprocal Rank Fusion and re-ranked by a cross-encoder; ReAct, Reflexion, Chain-of-Thought with majority vote, and Self-Refinement reasoning engines; Monte Carlo Tree Search and BFS-based task planning with DAG dependency resolution; and a LiteLLM-based LLM gateway with three-tier Mixture-of-Experts routing, fallback chains, and semantic caching.
A fine-tuning pipeline supports LoRA and QLoRA (4-bit), Supervised Fine-Tuning and Direct Preference Optimization, and evaluation via ROUGE-L and perplexity scoring. Synthetic training data generation is built in — the system produces instruction, preference, and tool-use samples in JSONL format across configurable domains, reducing dependency on real user data and helping protect user privacy during model adaptation workflows. Sample datasets in all three formats are included. Constitutional safety guardrails apply pre- and post-call LLM filters, prompt injection detection, and refusal enforcement. Observability is provided by Prometheus metrics, Grafana dashboards, OpenTelemetry traces, and structured logging. Security includes JWT and API key authentication, bcrypt password hashing, rate limiting, and a full audit log.
The system connects to OpenAI, Anthropic, Google Gemini, Mistral, and local Ollama models via LiteLLM. Local embedding runs on Sentence Transformers; API embedding uses OpenAI. Vector storage uses Qdrant. Built-in tools include a sandboxed code executor, web search, file I/O, HTTP client, calculator, and vector search. Unit and integration test suites are included using pytest and pytest-asyncio. System requirements: Python 3.12+, Node.js 20+, Docker and Docker Compose 24+, and Make.
IMPORTANT DISCLAIMER: This system software has been fully developed with all features implemented. However, it has not been tested in a live production environment. Buyers should expect to perform integration testing and may encounter minor bugs that require fixing. Basic technical knowledge and development skills are required to deploy, configure, and extend the system.
NO REFUNDS: Due to the digital nature of this product, all sales are final. Please review all available materials carefully before purchase.
LICENSE TERMS: Seller retains full ownership and control. Purchase grants a non-exclusive, non-transferable, perpetual license—AS IS, no support/updates, no refunds, no other obligations. Buyer may build and operate a materially new, closed-source product (including SaaS/paid service) for their own business/customers. Buyer may not open-source or disclose the application, nor resell, redistribute, rebrand, sublicense, or use the application (or any derivative) to create a competing or substantially similar product. License terms may be updated or changed at any time; continued use constitutes acceptance.
AI Operating System
Ownership. Seller retains all right, title, and interest in and to the software application, including all copyrights and other intellectual property rights. No ownership is transferred to Buyer.
License Grant. Upon payment, Seller grants Buyer a non-exclusive, non-transferable, perpetual license to use, modify, and internally reproduce the software application solely to build, operate, and maintain Buyer’s own closed-source product or service for Buyer’s internal business purposes or for services Buyer provides to Buyer’s customers.
Permitted Commercial Use. Buyer may use the software application as a component in a materially distinct end product or service, including a hosted SaaS or paid service, provided that:
(a) the end product is offered under Buyer’s own brand;
(b) the software application is not exposed, sold, licensed, or distributed on a standalone basis;
(c) Buyer’s customers receive only the functionality of Buyer’s end product or service, not the source code or reusable software itself; and
(d) the end product or service is not advertised, marketed, positioned, or offered as a substitute for, clone of, competing alternative to, or lower-priced or free version of Seller’s software application or any commercial version of Seller’s software application.
Restrictions. Buyer may not, and may not permit any third party to:
(a) sell, resell, license, sublicense, redistribute, publish, transfer, or otherwise make available the software application, in whole or in part, on a standalone basis;
(b) open-source, disclose, or provide access to the source code of the software application except to Buyer’s employees and contractors who are bound by written confidentiality obligations;
(c) use the software application, or any substantially similar version of it, to create or offer a competing developer tool, template, starter kit, boilerplate, clone, or other product whose primary value is substantially the same as the software application itself; or
(d) remove any proprietary notices contained in the software application.
Buyer IP. As between the parties, Buyer owns Buyer’s branding, content, data, and original code that Buyer independently creates for Buyer’s end product, excluding the software application and any portion derived directly from it. Seller retains all rights in the software application and all modifications to the software application itself.
No Support; No Warranty. THE SOFTWARE APPLICATION IS LICENSED “AS IS” AND “AS AVAILABLE,” WITHOUT WARRANTIES OF ANY KIND, EXPRESS OR IMPLIED, TO THE MAXIMUM EXTENT PERMITTED BY LAW. SELLER HAS NO OBLIGATION TO PROVIDE SUPPORT, MAINTENANCE, UPDATES, OR ENHANCEMENTS.
Termination. This license terminates automatically if Buyer materially breaches these terms. Upon termination, Buyer must stop using the software application itself, except that Buyer may continue operating an already-deployed end product for a reasonable wind-down period of 30 days unless the breach involves unauthorized distribution, disclosure, or competition.
Changes to Terms. Seller may update these license terms prospectively for future sales only. The version in effect on the purchase date governs Buyer’s license, unless Buyer later expressly agrees in writing to a new version.
