tako-sdk 2.1.5

The official Python library for the tako API

Tako Python SDK

The Tako Python SDK provides convenient access to the Tako API from any Python 3.9+ application. It ships fully typed request and response models and offers both synchronous and asynchronous clients.

Documentation

API reference and guides are available at docs.tako.com.

Installation

pip install tako-sdk

The import package is tako:

from tako.lib import Tako

Authentication

Create an API key from your Tako account and provide it when building the client. We recommend keeping it out of source control — for example, reading it from an environment variable:

import os

from tako import Configuration
from tako.lib import Tako

config = Configuration()
config.api_key["apiKey"] = os.environ["TAKO_API_KEY"]
client = Tako(config)

Usage

import os

from tako import Configuration, SearchRequest
from tako.lib import Tako

config = Configuration()
config.api_key["apiKey"] = os.environ["TAKO_API_KEY"]
client = Tako(config)

results = client.search(SearchRequest(query="S&P 500 performance this year"))
print(results.request_id)
for card in results.cards or []:
    print(card.title, card.webpage_url)

Operations

Method	Description
client.search(SearchRequest(...))	Search the Tako knowledge base; returns matching cards and web results.
client.answer(SearchRequest(...))	Get a written answer with supporting cards.
client.create_card(CreateCardRequest(...))	Build a visualization card from component configurations.
client.contents(ContentsRequest(...))	Fetch downloadable content (e.g. a CSV) for a card or web URL.

For example, fetch the underlying data for a card returned by a search. Not every card is exportable (some come from protected sources), so guard for the case where no card has downloadable content:

from tako import ContentsRequest, SearchRequest

results = client.search(SearchRequest(query="US Oil Prices"))
card = next(
    (c for c in (results.cards or []) if c.webpage_url and c.content and c.content.formats),
    None,
)
if card is None:
    print("No exportable card found")
else:
    contents = client.contents(ContentsRequest(url=card.webpage_url))
    for item in contents.contents or []:
        print(item.format, item.url)

Async usage

Use AsyncTako with the tako.aio package and await each call:

import asyncio
import os

from tako.aio import Configuration, SearchRequest
from tako.lib import AsyncTako


async def main() -> None:
    config = Configuration()
    config.api_key["apiKey"] = os.environ["TAKO_API_KEY"]
    client = AsyncTako(config)

    results = await client.search(SearchRequest(query="S&P 500 performance this year"))
    print(results.request_id)


asyncio.run(main())

The async client exposes the same operations as the synchronous one.

Streaming

Stream an agent run live over Server-Sent Events. The stream yields typed AgentStreamEnvelope objects and auto-reconnects (resuming via the last seq) on transient network drops. Use it as a context manager so the connection is always closed.

from tako import Configuration
from tako.lib import Tako
from tako.models.agent_run_request import AgentRunRequest

config = Configuration()
config.api_key["apiKey"] = "YOUR_API_KEY"
client = Tako(config)

with client.agent.stream(AgentRunRequest(query="Compare Nvidia and AMD revenue")) as stream:
    for event in stream:
        block = event.block.actual_instance
        print(event.seq, block.kind)
    # The stream ends at `stream_done`. If it ended without a terminal result
    # (and produced at least one event, so `run_id` is known), poll for status:
    if stream.result is None and stream.run_id is not None:
        run = client.agent.get(stream.run_id)
        print(run.status)

Async usage mirrors this — stream = await client.agent.stream(req) then async with stream: async for event in stream: ....

Non-streaming dispatch/poll is also available: client.agent.run(req) returns an AgentRun (202 dispatch); client.agent.get(run_id) polls for status.

Requests and responses

Request and response models are Pydantic models. Access fields as attributes (results.request_id), and use the usual helpers to serialize:

results.model_dump()        # -> dict
results.model_dump_json()   # -> JSON string

Configuration

By default the client targets the Tako production API. To point at a different host, pass it to Configuration:

from tako import Configuration

config = Configuration(host="https://staging.tako.com/api")

Handling errors

API errors raise a subclass of tako.ApiException. The exception carries the HTTP status, reason, and response body:

from tako import Configuration, SearchRequest
from tako.exceptions import ApiException, UnauthorizedException
from tako.lib import Tako

config = Configuration()
config.api_key["apiKey"] = "invalid-key"
client = Tako(config)

try:
    client.search(SearchRequest(query="US GDP growth rate"))
except UnauthorizedException:
    print("Invalid or missing API key")
except ApiException as exc:
    print(f"Request failed: {exc.status} {exc.reason}")
    print(exc.body)

The async client (AsyncTako) raises the same exception classes, so you can catch tako.exceptions.ApiException around await calls exactly as above — no async-specific imports are needed.

Status codes map to the following exception types (all subclasses of ApiException):

Status Code	Exception
400	BadRequestException
401	UnauthorizedException
403	ForbiddenException
404	NotFoundException
409	ConflictException
422	UnprocessableEntityException
>=500	ServiceException

Versioning

This package follows SemVer. You can check the installed version at runtime:

import tako

print(tako.__version__)

Requirements

Python 3.9 or higher.

Support

Questions, bugs, or feedback? See the documentation at docs.tako.com.