Enterprise Ai Python Packages

enterprise-rag-patterns

Cross-industry compliance patterns for RAG pipelines: FERPA, HIPAA, GDPR, NIST AI RMF, OWASP LLM Top 10, and more. Vector store adapters, framework integrations, and audit logging.

regulated-ai-governance

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

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.

qwed

The Deterministic Verification Protocol for AI - 11 verification engines for math, logic, code, SQL, facts, images, and more. Now with Agentic Security Guards.

hexaswarm-core

Universal primitives for Claude-native multi-agent software delivery — orchestrator, cost tracker, safety, stack adapters, and the `hexa` CLI.

igptai

The official Python library for the iGPT API

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.

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.

ai-agent-governance

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

agent-policy-layer

Agent Policy Layer - Portable, composable policies for AI agents

theaios-guardrails

Declarative YAML-based policy engine for AI agent guardrails

theaios-context-router

Intelligent context routing engine for AI agents

trusteval-ai

Enterprise LLM Evaluation & Responsible AI Framework — Benchmark bias, hallucination, PII leakage, and toxicity across Healthcare, BFSI, Retail & Legal industries. Supports OpenAI, Anthropic, Gemini & HuggingFace. Python SDK + CLI + Web Dashboard. 191 tests. Compliance-ready reports.

gdoczai

GDocz by Gramosoft is an open-source Intelligent Document Processing platform that turns raw PDFs and images into clean, structured JSON — powered by multi-engine OCR and AI-driven schema extraction.

theaios-agent-monitor

Governance-first observability for AI agents

agentstateprotocol

Open-source checkpoint protocol for regulated AI. Replay, audit, branch, and recover every AI decision with full reasoning traceability.

catalyst-builder

Build AI-powered integrations for Claude & ChatGPT in minutes | Create Knowledge Packs for databases, REST APIs, cloud services | No-code YAML configuration | Enterprise-ready

mlflow-assist

A comprehensive toolkit for ML and LLM development

qisa-consensus-engine

Deterministic multi-perspective consensus engine with fixpoint convergence, auditability, and categorical coherence metrics.

theaios-agent-auth

Agent-specific identity and access management for AI agents

razi

Deterministic governance harness for AI workflows.

veritasgraph

VeritasGraph: Enterprise-Grade Graph RAG for Secure, On-Premise AI with Verifiable Attribution