Ai Infrastructure Python Packages

myco

Self-evolving cognitive organism for AI agents — eternal devouring, eternal evolution.

ultracompress

Lossless 5-bit transformer compression. 22 architectures shipped (0.6B-405B incl. dense + MoE + SSM), 14 PPL-verified. Hermes-3-405B 1.0066x, Mistral-7B 1.00548x, Mixtral-8x7B 1.00368x. SHA-256-verifiable bit-identical reconstruction. OpenAI-compatible API at api.sipsalabs.com. pip install ultracompress

kalibr

Stop overpaying to run your agents. Kalibr routes every request to lower-cost model and tool paths without degrading performance.

context-compiler

Deterministic state engine for managing conversation state and constraints in LLM applications.

inkbox

SDK, skills, and examples for Inkbox: give AI agents a persistent identity with email, phone number, and internet address

hanzo-mcp

Model Context Protocol server with 260+ tools for AI agents

lium-io

Rent ready-to-use cloud GPUs in seconds. Lium CLI makes it easy to launch, manage, and scale GPU compute directly from your terminal. Fast, cost-optimized, and built for AI & ML developers.

moltos

🦞 The Agent Economy OS — Persistent identity, cryptographic memory, compounding reputation, and a real marketplace for autonomous agents. Free. MIT. Live.

projectdavid-platform

Deployment orchestrator for the Project David / Entities platform

awaithumans

The human layer for AI agents. Your agents already await promises. Now they can await humans.

dashclaw

🛡️Decision infrastructure for AI agents. Intercept actions, enforce guard policies, require approvals, and produce audit-ready decision trails.

ollama-herd

Local AI load balancer for Ollama fleets — auto-discovery, smart routing, OpenAI-compatible API, zero config. Perfect for Mac Minis & Studios.

hanzo

Hanzo Python SDK — LLM gateway, agents, and AI cloud

asap-protocol

Standard protocol for agent-to-agent communication with stateful orchestration, MCP-compatible and a public marketplace to discover and register agents.

hanzo-agents

Python SDK for the Hanzo Agents control plane

memlayer

Plug-and-play memory for LLMs in 3 lines of code. Add persistent, intelligent, human-like memory and recall to any model in minutes.

lium-cli

DEPRECATED: This package has been renamed to lium.io. Install lium.io instead.

hanzo-tools-agent

Hanzo Python SDK — LLM gateway, agents, and AI cloud

memopt-engine

MEMOPT: Universal Memory Fabric for AI Infrastructure. Open-sourced by Sophisticates.

agentic-reliability-framework

ARF is an agentic reliability intelligence platform that separates decision intelligence (OSS) from governed execution (Enterprise), enabling autonomous operations with deterministic safety guarantees.

safeagent-exec-guard

AI agent execution guard — prevents duplicate actions from retries with exactly-once execution, request-id dedup, and durable receipts.

hanzo-tools-net

Hanzo Python SDK — LLM gateway, agents, and AI cloud

vllm-factory

Production inference for encoder models - ColBERT, GLiNER, ColPali, embeddings etc. - as vLLM plugins for online and in-process deployment

hanzo-tools-fs

Hanzo Python SDK — LLM gateway, agents, and AI cloud