> ## Documentation Index
> Fetch the complete documentation index at: /docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Get started with Toloka Platform

> Label your data, train a model, and build a repeatable workflow.

Label data.\
Train your model.
=================

From your first labeled dataset to a model you can download. Build with Data Labeling and Train, which share projects, datasets, and a team balance.

[Get started](/docs/start/how-it-works.md)
[Open platform ](https://platform.toloka.ai/)

## Quickstarts

> [card] [Get your first labeled dataset](/docs/data/get-started/first-labeled-dataset.md)
>
> Label 10 support tickets by intent with a rule-based pipeline and download the finished file.

> [card] [Train your first model](/docs/train/get-started/first-trained-model.md)
>
> Train a model on 10 support tickets, review the cost, and download its first Model Version.

> [card] [Have the agent build your project](/docs/data/recipes/agentic-project.md)
>
> Describe the data you need in plain language and review the plan the agent drafts before you deploy.

> [card] [Work from the CLI](/docs/cli.md)
>
> Install the `toloka` CLI to sign in, set up projects, and run pipelines and Training from your terminal.

## Explore the platform

> [card] [Data Labeling](/docs/data/concepts/overview.md)
>
> Build a pipeline, work with experts or an LLM, and export your results.

> [card] [Train](/docs/train/get-started/choose-method.md)
>
> Fine-tune with your examples or compress a prompt with gisting.

> [card] [Label, train, and evaluate](/docs/workflows/label-train-evaluate.md)
>
> Turn a labeling export into training data and score predictions against a golden set.

> [card] [SDKs and API](/docs/sdk.md)
>
> Define pipelines in TypeScript, script the CLI, or call the HTTP API.

> [card] [Admin](/docs/core/teams-and-balance.md)
>
> Manage team access, balance, and billing.

> [card] [Troubleshooting](/docs/data/guides/troubleshoot.md)
>
> Diagnose a run by symptom and look up exact error messages.

## Reference

Data Labeling
[Pipeline nodes](/docs/data/reference/nodes.md)
[Export format](/docs/data/reference/export-format.md)
[Pipeline errors](/docs/data/reference/errors.md)

Train
[Base models](/docs/train/reference/base-models.md)
[Training settings](/docs/train/reference/settings.md)
[Training limits](/docs/train/reference/limits.md)

Platform
[Glossary](/docs/start/glossary.md)
[HTTP API reference](/docs/api-reference.md)


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