an ambient intelligence library

This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, AutoGen, CrewAI, RAG, MCP, automation with n8n, and scalable agent deployment using Docker, AWS, and BentoML.

Self-evolving AI daemon in Go with fully generative UI. LLM generates unique HTML/ANSI interfaces from scratch for every response — not templates, not component catalogs. 10-stage pipeline, 4-level reflection, fractal agents, auto-generated code skills, 6 input channels.

An attempt to create a TypeScript port of marvin from Python

Ambient AI for macOS that works without the need to prompt. Uses local intelligence to continuously listen to your conversations, understand your world, find tasks across work and life, and autonomously complete them for you.

A calm AI companion that quietly knows everything. Reads your mail, writes your morning, runs your terminal — and stays out of your way.

✨ Build AI interfaces that spark joy

Ambient AI VCP is a production‑ready system for running distributed AI workloads across diverse machines. It uses secure WASM sandboxing, supports federated learning, and verifies results with zero‑knowledge proofs to ensure correctness without exposing raw data.

Heidi Health — Melbourne-based AI medical scribe (Scribe, Evidence, Remote, Comms) used by 1M+ clinicians; public Heidi API for sessions, transcription, consult notes, documents, Ask Heidi

Multimodal ambient AI system combining speech, handwriting, retrieval, and clinical reasoning workflows.

An always-on AI coding companion that dreams about your projects while you sleep.

Conversation-to-chart reconciliation for ambient clinical AI. Cross-checks the transcript, generated note, AVS, and FHIR record, and surfaces only discrepancies worth clinician review.

The Intelligent Infrastructure Playbook: A strategic guide for leaders building AI-powered organizations that think, learn, and evolve. Move beyond fragmented tools to create unified systems that augment human intelligence at scale.

DeepScribe — HIPAA-compliant AI medical scribe for clinical note automation

Suki AI — generative AI voice assistant for clinical documentation

雑談を聞いて「話を深堀り・続かせ・面白くする」AI。詰める・呼び出す・操作する一切なし、場にいるだけで画面に画像・Maps・質問カードが勝手に出る。AWS Summit Japan 2026 ハッカソン「人をダメにするサービス」応募作。

Ambience Healthcare — AI clinical operating system / Ambient AutoScribe

Abridge — ambient AI for clinical documentation

Augmedix is a San Francisco-based health technology company providing ambient AI medical documentation (AI scribe) services that capture patient-clinician conversations and generate clinical notes so that physicians can focus on patient care instead of EHR data entry. Founded in 2012, the company went public on Nasdaq in 2021 (AUGX) and was…

TargetSpace-Bench: an open benchmark for target-conditioned longitudinal world modeling from passive multimodal observation.