MultiMind SDK - MultiMind SDK

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

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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.

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Guides

Reference

Community