Enterprise Ai Python Packages

qwed

Open-source AI verification infrastructure for deterministic verification of LLM outputs, tool calls, code, schemas, and agent state before production execution.

shyftlabs-continuum

Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.

yuanzhu

Meta-Forge Workshop: turn recurring work into governed AI workflow assets. MCP server + Claude Code plugin + dsh plugin — staged writes, evals-gated forging, inference engine. 元铸工坊 SOSOFAST：把最佳实践铸成可治理的 AI 工作流资产

enterprise-rag-patterns

FERPA/HIPAA/GDPR-compliant RAG patterns: identity-scoped retrieval, audit logging, and framework adapters for regulated enterprise AI

selectools

Production-ready Python framework for AI agents with built-in guardrails, audit logging, cost tracking, and hybrid RAG. Supports OpenAI, Anthropic, Gemini, Ollama. By NichevLabs.

iris-vector-rag

Enterprise RAG pipelines with native IRIS vector search. 6 production implementations with RAGAS evaluation, LangChain, AWS/Azure configs. No external VectorDB required.

enterprise-claude-kit

Governance & orchestration layer for the Anthropic Claude API — PII filtering, cost tracking, immutable audit trails, and wave-based rollout for enterprise deployments.

ain-state-compiler

AIN State Compiler is a local-first enterprise AI state compiler that continuously transforms Slack, Jira, and Gmail logs into executable, conflict-resolved operational state. Built with Python and SQLite.

regulated-ai-governance

Policy enforcement for AI agents in regulated environments (FERPA, HIPAA, GLBA, GDPR): framework adapters for CrewAI, AutoGen, LangChain, Semantic Kernel, Haystack

open-ace-server

Self-hosted enterprise AI workspace and governance platform

confidence-escalation

Framework-agnostic confidence-gated escalation middleware for LLM agents: multi-signal scoring (logprob, verbalized, tool risk), threshold policies, and escalation handlers for LangChain, CrewAI, AutoGen, and Google ADK.

intelai

Sovereign enterprise RAG & analytics platform — role-scoped persona intelligence, hybrid retrieval (Dense BGE-M3 + BM25 + RRF + Cross-Encoder reranking), GraphRAG-lite, and Monte-Carlo forecasting. FastAPI + React.

voice-ai-governance

Compliance enforcement middleware for voice AI pipelines: warm transfer state management, PII scrubbing, confidence-gated escalation, and HIPAA/FERPA/EU AI Act enforcement for Pipecat, LiveKit, and Twilio deployments.

titanrag

TitanRAG - An open-source RAG infrastructure for building scalable, multi-tenant and multimodal AI applications.

axiolex

Shared tool discovery and execution for AI clients and applications across MCP, A2A, and internal tools—intent-ranked Top-K retrieval with centrally managed provider and tool changes

langdeep

Annotation-driven enterprise multi-agent workflow framework built on LangChain and LangGraph, featuring registry-based orchestration, provider extensibility, workflow planning, runtime diagnostics, health checks, memory/cache abstractions, sandboxing, and observability.

argus-shield

Pre-action authorization gateway for enterprise AI agents — securing what agents DO, not just what they hear.

kimss

Official Kimss Python control-plane SDK (PyPI: kimss). Register agents, report usage, MCP helpers. Inference: OpenAI-compatible base_url at api.kimss.ai.

omnismart-personas

Sovereign enterprise RAG & analytics platform — role-scoped persona intelligence, hybrid retrieval (Dense BGE-M3 + BM25 + RRF + Cross-Encoder reranking), GraphRAG-lite, and Monte-Carlo forecasting. FastAPI + React.

igptai

The official Python library for the iGPT API

agent-policy-layer

The standard protocol for defining runtime guardrails for your enterprise agents with a mission of trustworthy and reliable agentic systems 🛡️

veritasgraph-mcp

VeritasGraph — open-source Knowledge Graph & GraphRAG framework on GitHub. Build multi-hop reasoning, ontology-aware retrieval, and verifiable attribution over your own data. Nodes, edges, RDF, linked-data — runs locally or in the cloud.

a2eo

代理到企业操作——在代理与企业操作之间实现可信执行和互操作性。Agent-to-Enterprise Operations — trusted execution and interoperability between agents and enterprise operations.

ai-agent-governance

[DEPRECATED] Moved to microsoft/agent-governance-toolkit