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SDK for the Tako API","maintainers":[{"name":"bobbytako","email":"bobby@trytako.com"},{"name":"alex.whitaker","email":"alex.whitaker@trytako.com"}],"readme":"# Tako TypeScript SDK\n\nThe Tako SDK provides typed access to the [Tako](https://tako.com) API from Node.js (≥ 18), the browser, and edge runtimes. It ships fully typed request/response models, a `Tako` client, and a live agent-streaming API. Generated from Tako's OpenAPI spec with `openapi-generator` (`typescript-fetch`) — zero runtime dependencies.\n\n## Installation\n\n```bash\nnpm install tako-sdk\n```\n\n## Authentication\n\nCreate an API key from your Tako account and keep it out of source control:\n\n```typescript\nimport { Tako } from \"tako-sdk\";\n\nconst tako = new Tako({ apiKey: process.env.TAKO_API_KEY! });\n```\n\n### Caller channel\n\nEvery request carries `X-Tako-Caller: channel=sdk_typescript, client_version=\"<version>\"`\nso Tako can measure SDK share of API traffic. It holds the channel name and the\npublished package version, nothing about you or your query, and it has no effect\non what a request returns or how Tako bills it.\n\n`channel` exists for Tako's own wrapper packages, such as the Tako AI SDK\nintegration, to attribute their traffic separately from this SDK's. The\n`CallerChannel` type accepts only `\"sdk_typescript\"` and `\"ai_sdk\"` — you can't\npass an arbitrary product name.\n\n## Usage\n\n```typescript\nconst results = await tako.search({ query: \"S&P 500 performance this year\" });\nconsole.log(results.request_id);\nfor (const card of results.cards ?? []) {\n  console.log(card.title, card.webpage_url);\n}\n```\n\n### Operations\n\n| Method                     | Description                                                             |\n| -------------------------- | ----------------------------------------------------------------------- |\n| `tako.search(request)`     | Search the Tako knowledge base; returns matching cards and web results. |\n| `tako.answer(request)`     | Get a written answer with supporting cards.                             |\n| `tako.createCard(request)` | Build a visualization card from component configurations.               |\n| `tako.contents(request)`   | Fetch downloadable content (e.g. a CSV) for a card or web URL.          |\n\nFetch the underlying data for a card returned by a search (guard for cards with no exportable `content`):\n\n```typescript\nconst results = await tako.search({ query: \"US Oil Prices\" });\nconst card = (results.cards ?? []).find((c) => c.webpage_url && c.content);\nif (card?.webpage_url) {\n  const contents = await tako.contents({ url: card.webpage_url });\n  for (const item of contents.contents ?? []) console.log(item.content_format, item.url); // url is populated only in URL delivery mode (url?: string | null)\n}\n```\n\n> **Async only.** JavaScript is uniformly promise-based, so there is a single `Tako` client (unlike the Python SDK's separate `Tako`/`AsyncTako`). Every operation returns a `Promise`.\n\n## Agents\n\nTwo agent products hang off `tako.agent`:\n\n| Namespace                | Endpoint                   | Product                                                                                                |\n| ------------------------ | -------------------------- | ------------------------------------------------------------------------------------------------------ |\n| `tako.agent.retrieval.*` | `/v1/agent/retrieval/runs` | **Retrieval Agent** — agentic data retrieval (multi-hop lookup, cohort resolution, structured outputs) |\n| `tako.agent.answer.*`    | `/v1/agent/answer/runs`    | **Answer Agent** — opinionated agentic research returning cited prose                                  |\n\nEach exposes `run(req)` (202 dispatch → run handle), `get(runId)` (poll for status), and `stream(req)` (live SSE). (`tako.agent.answer.*`, the Answer _Agent_, is distinct from `tako.answer()`, the one-shot `/v1/answer` call.)\n\n### Streaming\n\nStream a run live over Server-Sent Events. The stream yields typed per-product envelopes (`RetrievalAgentStreamEnvelope` / `AnswerAgentStreamEnvelope`) and auto-reconnects (resuming via the last `seq`) on transient drops. Always close it (or use `try`/`finally`):\n\n```typescript\nconst stream = tako.agent.retrieval.stream({\n  query: \"Which S&P 500 semis grew revenue fastest in 2024?\",\n});\ntry {\n  for await (const event of stream) {\n    console.log(event.seq, event.block.kind);\n  }\n  // The stream ends at stream_done. If it ended without a terminal result\n  // (and produced at least one event, so run_id is known), poll for status:\n  if (stream.result === null && stream.run_id !== null) {\n    const run = await tako.agent.retrieval.get(stream.run_id);\n    console.log(run.status);\n  }\n} finally {\n  await stream.close();\n}\n```\n\nThe Answer Agent is identical with `tako.agent.answer.*`. Tune reconnect behavior with the second argument — `maxRetries` (reconnect attempts after a transient drop, default 5) and `readTimeoutMs` (idle read before a connection is treated as dropped, default 120000):\n\n```typescript\nconst stream = tako.agent.retrieval.stream(\n  { query: \"...\" },\n  { maxRetries: 5, readTimeoutMs: 120_000 },\n);\n```\n\nNon-streaming dispatch/poll is also available: `tako.agent.retrieval.run(req)` returns a `RetrievalAgentRun` (202 dispatch); `tako.agent.retrieval.get(runId)` polls for status.\n\n### Structured output (Retrieval Agent)\n\nPass an `output_schema` (JSON Schema) to shape the response. Mark a property with `\"x-tako-dataset\": true` to request a **dataset slot** — filled with exact retrieved rows as a `TakoDataset`. Two helpers make this ergonomic:\n\n- **`deriveResponseSchema(schema)`** — the schema `structured_output` actually validates against (each slot becomes `TakoDataset | null`). Pair with a JSON Schema validator such as [ajv](https://ajv.js.org/).\n- **`TakoDatasetView`** — a records view over a filled slot. `.records` returns one plain object per row (dependency-free).\n\n```typescript\nimport { Tako, TakoDatasetView, deriveResponseSchema } from \"tako-sdk\";\n\nconst schema = {\n  type: \"object\",\n  properties: {\n    headline: { type: \"string\" },\n    cohort: { \"x-tako-dataset\": true, columns: [\"company\", \"revenue\"] },\n  },\n  required: [\"headline\", \"cohort\"],\n};\n\nconst tako = new Tako({ apiKey: process.env.TAKO_API_KEY! });\nconst dispatched = await tako.agent.retrieval.run({ query: \"...\", output_schema: schema });\nconst run = await tako.agent.retrieval.get(dispatched.run_id); // poll to a terminal status\n\nconst derived = deriveResponseSchema(schema); // validate with ajv against this\nconst output = run.result?.structured_output;\nif (output) {\n  const view = new TakoDatasetView(output.cohort);\n  console.log(view.records); // [{ company: \"Nvidia\", revenue: 130497000000 }, ...]\n}\n```\n\nSee `examples/` for runnable scripts: `retrieval_agent_streaming.ts`, `answer_agent_streaming.ts`, and `retrieval_agent_structured_output.ts`.\n\n## Configuration\n\nBy default the client targets the Tako production API (`https://tako.com/api`). Override the base path for staging or self-host:\n\n```typescript\nconst tako = new Tako({ apiKey: \"...\", basePath: \"https://staging.tako.com/api\" });\n```\n\n## Error handling\n\nNon-2xx responses throw a `ResponseError` carrying the raw `Response`:\n\n```typescript\nimport { ResponseError } from \"tako-sdk\";\n\ntry {\n  await tako.search({ query: \"...\" });\n} catch (err) {\n  if (err instanceof ResponseError) {\n    console.error(err.response.status, await err.response.text());\n  } else {\n    throw err;\n  }\n}\n```\n\n## TypeScript\n\nAll request/response models are exported as types:\n\n```typescript\nimport type {\n  SearchRequest,\n  SearchResponse, // .cards is Array<TakoCard>\n  AnswerResponse, // .cards is Array<TakoCard>\n  ContentsRequest,\n  ContentsResponse,\n  CreateCardRequest,\n  TakoCard, // card type returned by search() and answer()\n  ThinVizCard, // card type returned by createCard()\n  RetrievalAgentRunRequest,\n  RetrievalAgentStreamEnvelope,\n  AnswerAgentRunRequest,\n  AnswerAgentStreamEnvelope,\n  TakoDataset,\n} from \"tako-sdk\";\n```\n\n`search` and `answer` return `TakoCard[]` via `SearchResponse.cards` / `AnswerResponse.cards`. `createCard` returns a `ThinVizCard`.\n\n## License\n\nMIT\n\n## Links\n\n- [Tako documentation](https://docs.tako.com)\n- [GitHub repository](https://github.com/TakoData/tako-sdk-ts)\n","readmeFilename":"README.md"}