Private document Q&A and AI chat — self-hosted, OpenAI-compatible, and built for enterprises that can't send data to the cloud.
Finance, healthcare, legal — strict data residency rules block SaaS AI tools entirely.
R&D docs, M&A filings, and proprietary research can't be sent to third-party APIs.
IT and legal veto ChatGPT integrations — no visibility into what leaves the network.
$180B+ enterprise software market — most of it blocked from AI adoption due to data sovereignty concerns.
React-based chatbot with streaming, image attachments, and chat history.
Upload PDF, DOCX, HTML. Semantic search retrieves the most relevant passages.
OpenAI-compatible /v1/chat/completions + /v1/question-answer.
Autonomous & reactive agents with tool calling, multi-step planning, and streaming reasoning.
Chinese, Japanese, Korean, Spanish, Arabic blueprints built in.
Finance-aware charts streamed inline alongside text answers.
JWT + Google OAuth, API key management, Stripe subscriptions.
Works with LangChain, LlamaIndex, or any SDK that accepts a base_url override.
Flask + LangChain / LangGraph
SQLAlchemy 2.x ORM + MySQL 8
Redis session cache
Apache Tika document parsing
Ray for async embedding jobs
Alembic schema migrations
React 18 + Redux Toolkit
Tailwind CSS + Flowbite
Server-Sent Events streaming
PDF viewer, image attachments
Vitest unit test suite
Shareable chat links
OpenAI GPT-4o / GPT-4 Vision
Anthropic Claude 3.5 Sonnet
Local LLM via Ollama
Sentence Transformers embeddings
Centralized provider factory
Feature-flagged per deployment
Docker Compose one-command deploy
Flasgger OpenAPI docs at /docs
Pydantic v2 request validation
Stripe billing + webhooks
Google OAuth SSO
GitHub Actions CI/CD
| Feature | ChatGPT / OpenAI | Open-source LLMs | Autonomous Intelligence |
|---|---|---|---|
| Data stays on-prem | ✗ | ✓ | ✓ |
| OpenAI-compatible API | ✓ | ✗ | ✓ |
| GPT-4o & Claude unified | ✗ | ✗ | ✓ |
| RAG over private docs | ✓* | ✗ | ✓ |
| Agentic tool use | ✓ | ✗ | ✓ |
| One-command deploy | ✓ | ✗ | ✓ |
| Full source available | ✗ | ✓ | ✓ |
* ChatGPT Enterprise only, data still exits your network
/v1/chat/completionsFree
Self-host with community support. Full API access. Perfect for evaluation and prototypes.
Usage-based
Managed hosting, auto-scaling, 99.9% SLA. Stripe metered billing per token consumed.
Custom
VPC deploy, SSO, audit logs, SLA, dedicated support. Annual contracts.
Deploy in 5 minutes with Docker. Plug your existing OpenAI integrations in. Keep every byte on your infrastructure.
docker compose up
localhost:5000/v1
localhost:5000/docs