Enterprise Ai Python Packages

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.

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-rag-patterns

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

veritas-reason

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.

regulated-ai-governance

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

igptai

The official Python library for the iGPT API

qwed

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

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.

agent-policy-layer

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

theaios-context-router

Intelligent context routing engine for AI agents

ai-agent-governance

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

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.

hexaswarm-core

Claude-native enterprise delivery methodology — Copier template + hexaswarm-core CLI. 6-agent architecture, S1–S6 safety invariants, 28 production deployments. Korea × Japan APAC: LUMENRAI Corp × No.1 Solutions Sales Agency Agreement signed 2026-04-14 (Singapore law). Q2 2026 Korean on-premise AI launch. Claude Code Max-native.

theaios-guardrails

Declarative YAML-based policy engine for AI agent guardrails

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.

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

agentstateprotocol

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

veritasgraph

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.

mlflow-assist

A comprehensive toolkit for ML and LLM development

theaios-agent-monitor

Governance-first observability for AI agents

qisa-consensus-engine

Deterministic multi-perspective AI consensus engine with cryptographic trace verification and formal convergence guarantees.

theaios-agent-auth

Agent-specific identity and access management for AI agents