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Health"},"license":"MIT","homepage":"https://adk.animahealth.com","keywords":["agents","ai","claude","gemini","llm","multi-agent","openai","orchestration"],"repository":{"url":"git+https://github.com/mycontinuum-com/adk.git","type":"git"},"description":"Anima Agent Development Kit - Framework for building production-grade multi-agent AI systems","maintainers":[{"name":"shunpang","email":"shun@animahealth.com"},{"name":"anima-skupie","email":"skupie@animahealth.com"}],"readme":"# Anima ADK\n\nA TypeScript framework for production multi-agent AI systems — schema-first, event-sourced, and provider-agnostic. Built and used in production at [Anima](https://www.animahealth.com) to run clinical and operational agent workflows.\n\n**Documentation: [adk.animahealth.com](https://adk.animahealth.com)** — runnable docs: every code cell on the site executes this shipped package in your browser.\n\nThe ADK is a library, not a platform: no infrastructure dependency beyond a database you choose (or none — the in-memory and SQLite backends need nothing). Every layer is independently useful.\n\n- **One session ledger.** Everything an agent does is an append-only event history; all state derives from it. Time travel, forking, and auditing come for free.\n- **Agents that stop and ask.** Tools can yield: the run pauses, the session persists as a row, and a human (or another system) resumes it — minutes or days later.\n- **The model sees what you choose.** Context renderers are the only bridge between the ledger and the prompt, so full audit coexists with a small context.\n- **Deterministic testing.** The test kit replaces only the model with scripted turns — tools really execute, state really writes — so agent tests run with no API key.\n- **Providers behind subpaths.** OpenAI, Gemini, Claude (via Vertex), and EUrouter are optional integrations behind `@animahealth/adk/openai` and friends. Importing the core pulls in none of them.\n\n## Install\n\n```bash\nnpm install @animahealth/adk\n```\n\nNode ≥ 22. `zod` is the one required peer (npm and pnpm install it automatically).\nThe ADK accepts Zod 3 Classic from 3.25.76 and Zod 4 Classic from 4.6.5; an\nexisting Zod 3 application does not need to migrate to Zod 4. Optional backends\ndeclare optional peers — install them only for what you use (for example\n`better-sqlite3` for the SQLite session store).\n\n## First run — no API key\n\nThe real agent loop over a scripted model turn. Tools execute, state writes, the ledger accrues; only the model is played by the script.\n\n```typescript\nimport { getLastAssistantText, runTest, user, model, mockAgent } from '@animahealth/adk/testing'\n\nconst greeter = mockAgent('greeter')\nconst result = await runTest(greeter, [user('hi'), model('Hello! Ask me anything.')])\n\nconsole.log(getLastAssistantText(result.events)) // Hello! Ask me anything.\nconsole.log(result.events.map((e) => e.type))\n// [ 'user', 'invocation_start', 'model_start', 'assistant', ... ]\n```\n\n## Quick start — live\n\n```bash\nexport OPENAI_API_KEY=sk-...\n```\n\n```typescript\nimport { z } from 'zod'\nimport { adk } from '@animahealth/adk'\nimport { openai } from '@animahealth/adk/openai'\n\nconst app = adk()\n\nconst calculator = app.tool({\n  name: 'calculate',\n  description: 'Evaluate a mathematical expression',\n  schema: z.object({\n    expression: z.string().describe('Math expression to evaluate'),\n  }),\n  execute: (ctx) => {\n    const sanitized = ctx.args.expression.replace(/[^\\d\\s+\\-*/().eE%]/g, '')\n    const result = Function(`\"use strict\"; return (${sanitized})`)()\n    return { result }\n  },\n})\n\nconst assistant = app.agent({\n  name: 'math_assistant',\n  model: openai('gpt-5.6-luna'),\n  context: [\n    app.context.system(`You are helpful, use the calculator tool for arithmetic.`),\n    app.context.history(),\n  ],\n  tools: [calculator],\n})\n\nconst result = await app.run(assistant, 'What is 134 divided by 4?')\nconsole.log(result.output.text) // 134 divided by 4 is 33.5.\n```\n\nGemini ships behind `@animahealth/adk/gemini` (AI Studio or Vertex) and Claude behind `@animahealth/adk/claude` (Vertex AI). Provider setup lives in each subpath's typed config.\n\nEUrouter ships behind `@animahealth/adk/eurouter` for hosted models such as DeepSeek, Kimi, and GLM. See the [provider guide](docs/guide/references/providers-memory.md#eurouter) for credentials, routing, and a local example that needs no key.\n\n## Evaluation CLI\n\nText and voice cases can share one evaluation and one CLI entry point:\n\n```ts\nasync function main() {\n  process.exitCode = await app.evaluate.cli([...textCases, ...voiceCases], {\n    concurrency: 4,\n  })\n}\nvoid main()\n```\n\nCall the entry script with `list`, or `run --case <name> --repeat 3 --output ./runs`.\nThe CLI writes JSON to stdout, diagnostics to stderr, and reports and case evidence to a fresh\nrun directory. Use silent package scripts when parsing stdout. It exits successfully only\nwhen every selected execution passes. Normal imports still run before the CLI, so keep them quiet.\n\nUse `app.evaluate(cases, options)` for the same mixed suite without command-line handling.\nVoice-specific hooks, metrics and room configuration belong in `options.voice`.\nSee [the mixed voice example](examples/voice-eval.ts).\n\nFor native voice with ADK backend tools, [GPT Live voice handler](docs/gpt-live.md) documents `openai.live(...)` with `app.handler.voice(...)`, typed result hooks, and transcript persistence.\n\nFor speech that has no structural signal, [the judge metric](docs/judge-metric.md) documents `app.evaluate.judge(...)`, an LLM-judge metric for text and voice cases, and when to use a state or event metric instead.\n\n## Execution completion and persistence\n\n`app.run()` starts execution immediately. Awaiting it returns its outcome; a run deadline or\n`run.abort()` rejects promptly. `run.settled` always fulfills after ADK-owned execution and cleanup\nfinish and their ledger events are buffered. Use it before committing or closing a session store:\n\n```ts\nconst run = app.run(assistant, { session, timeout: 30_000 })\ntry {\n  return await run\n} finally {\n  run.abort()\n  await run.settled\n  await app.sessions.commit(session)\n}\n```\n\nCompletion is neither success nor durable storage. Admitted tools, their retry chains, inline child\nruns and spawned/dispatched work remain owned until they finish. A tool can outlive its own timeout;\nthe timeout receipt stays authoritative and `settled` waits for the underlying work. A tool or hook\nthat never finishes can keep `settled` pending. Detached application promises are outside this contract.\nRoot run cancellation prevents new model/tool admissions after awaited hooks. `ctx.run`'s local\nhandoff timeout and an agent's duration policy retain their existing behavior; a local handoff timeout\ndoes not itself cancel the child or guarantee its terminal invocation event. Cancel the root run before\ndraining when stopping the whole operation. Breaking stream iteration cancels it; `handler.turn`\nprovides the same separate completion barrier, including its persistence work.\n\n## What's in the box\n\n| Entry point | Surface |\n| --- | --- |\n| `@animahealth/adk` | The app: agents, steps, sequence/parallel/loop, tools, yielding tools, orchestration (`run`/`spawn`/`dispatch`/`transfer`, `app.ask`, `fanout`), context renderers, sessions and typed state scopes, memory, structured output with a forgiving parser, hooks, error handlers, the `turn`/REST/AG-UI handlers, MCP |\n| `/openai` · `/gemini` · `/claude` · `/eurouter` | Model provider configs and adapters |\n| `/stores/sqlite` · `/stores/postgres` · `/stores/dynamodb` | Durable session stores behind one `SessionStore` contract (in-memory ships in the core) |\n| `/voyage` · `/qdrant` | Embedders and served vector backends (`pgvector`, `sqliteVec`, and `inMemoryIndex` ship in the core) |\n| `/testing` | The deterministic test kit: `runTest`, `mockAgent`, `MockAdapter`, matchers |\n| `/eval` | Evaluation suites, metrics, reports, simulation |\n| `/voice` | The LiveKit voice handler and realtime models |\n| `/web` | Web tools: search, fetch, screenshot |\n| `/agui` · `/terminal` | The AG-UI protocol adapter and the interactive terminal UI |\n\n## Stability\n\nThe ADK is pre-1.0 and favors one clear API over compatibility aliases. Two tiers:\n\n- **Core** — the main entry and every subpath above. Changes arrive deliberately and are documented in the [CHANGELOG](CHANGELOG.md).\n- **Experimental** — `/workflow` (dynamic multi-agent workflows and the Claude-Code-compatible workflow-file loader), `/agents/coding` and `/agents/coding/claude-code` (coding agents over provisioned workspaces), and `/executors` (Docker/Modal workspace executors). Any release may change or remove these without a deprecation cycle; pin your version.\n\nExperimental surfaces are reachable only through their own subpaths, never through the main entry — a build gate enforces it.\n\n## Testing\n\n```bash\npnpm install\npnpm run test\n```\n\nThe suite runs with no API keys and no database. Every documented session store and vector backend also runs a shared compliance suite against real service containers in [CI](https://github.com/mycontinuum-com/adk/blob/main/.github/workflows/ci.yml) — the contract claims are continuously proven, not asserted.\n\n## Contributing, security, license\n\nThis repository is a continuously exported snapshot of the ADK's development home — see [CONTRIBUTING.md](https://github.com/mycontinuum-com/adk/blob/main/CONTRIBUTING.md) for how issues and pull requests flow (short version: issues are the front door, and accepted PRs are imported with your authorship preserved). Report vulnerabilities via [SECURITY.md](https://github.com/mycontinuum-com/adk/blob/main/SECURITY.md), not public issues.\n\n[MIT](LICENSE) © Anima Health.\n","readmeFilename":"README.md"}