MultiMind SDK

The compliance-first AI agent framework: multi-model calls, a PII guard, cost tracking, RAG, agents, and governance tooling for Python.

MultiMind SDK is a Python framework for building AI applications that have to pass a compliance review. One install gives you 13 first-party model providers behind one interface, a PII guard that scans prompts and responses, cost tracking with budgets, hallucination checks, RAG, function-calling agents, and an OpenAI-compatible proxy that adds all of this to apps you already run.

pip install multimind-sdk

Pick a path

Guide	Who it is for
Quickstart	Developers. Install to guarded, cost-tracked model calls in 5 minutes.
Getting started without code	Analysts, compliance officers, PMs. Terminal only.
Cookbook	Task-oriented recipes: switch providers, structured output, PII guard, budgets, hallucination checks, gateway, Docker.
Installation	Every pip extra and what it adds.

Guides

• Compliance and the compliance quickstart: GDPR and HIPAA checks, evidence reports.
• Guard proxy: multimind serve governs any OpenAI-compatible app by changing one line.
• Governance dashboard: multimind dashboard for audit trail, costs, inventory, and no-code guardrails.
• Framework integrations: add the PII guard, budgets, and audit to LangChain, LlamaIndex, CrewAI, and the OpenAI SDK.
• MCP server: expose compliance tools to Claude Desktop, Claude Code, and other MCP clients.
• AI inventory and chargeback: multimind audit finds shadow AI usage and attributes cost.
• Run tracing: trace_model records runs and spans to SQLite or a self-hosted platform, storing hashes and lengths instead of prompt text.
• RAG, memory, configuration, CLI, and deployment.

Reference

• REST API: the gateway, RAG, and platform endpoints with generated OpenAPI specs.
• Architecture: how the pieces fit together.
• Feature status: what is stable, beta, and planned.
• Changelog and roadmap on GitHub.

Community

Source and issues are on GitHub. Questions go to the Discord server. Runnable scripts live in the examples directory.