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"""The Task API executes web research and extraction tasks.
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Clients submit a natural-language objective with an optional input schema; the service plans retrieval, fetches relevant URLs, and returns outputs that conform to a provided or inferred JSON schema. Supports deep research style queries and can return rich structured JSON outputs. Processors trade-off between cost, latency, and quality. Each processor supports calibrated confidences.
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- Output metadata: citations, excerpts, reasoning, and confidence per field
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Task Groups enable batch execution of many independent Task runs with group-level monitoring and failure handling.
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- Submit hundreds or thousands of Tasks as a single group
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- Observe group progress and receive results as they complete
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- Real-time updates via Server-Sent Events (SSE)
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- Add tasks to an existing group while it is running
"""The Task API executes web research and extraction tasks.
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Clients submit a natural-language objective with an optional input schema; the service plans retrieval, fetches relevant URLs, and returns outputs that conform to a provided or inferred JSON schema. Supports deep research style queries and can return rich structured JSON outputs. Processors trade-off between cost, latency, and quality. Each processor supports calibrated confidences.
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- Output metadata: citations, excerpts, reasoning, and confidence per field
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Task Groups enable batch execution of many independent Task runs with group-level monitoring and failure handling.
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- Submit hundreds or thousands of Tasks as a single group
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- Observe group progress and receive results as they complete
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- Real-time updates via Server-Sent Events (SSE)
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- Add tasks to an existing group while it is running
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- Group-level retry and error aggregation
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"""
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from .resources.task_groupimportAsyncTaskGroupResource
"""The Task API executes web research and extraction tasks.
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Clients submit a natural-language objective with an optional input schema; the service plans retrieval, fetches relevant URLs, and returns outputs that conform to a provided or inferred JSON schema. Supports deep research style queries and can return rich structured JSON outputs. Processors trade-off between cost, latency, and quality. Each processor supports calibrated confidences.
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- Output metadata: citations, excerpts, reasoning, and confidence per field
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Task Groups enable batch execution of many independent Task runs with group-level monitoring and failure handling.
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- Submit hundreds or thousands of Tasks as a single group
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- Observe group progress and receive results as they complete
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- Real-time updates via Server-Sent Events (SSE)
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- Add tasks to an existing group while it is running
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- Group-level retry and error aggregation
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"""
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from .resources.task_groupimportTaskGroupResourceWithRawResponse
"""The Task API executes web research and extraction tasks.
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Clients submit a natural-language objective with an optional input schema; the service plans retrieval, fetches relevant URLs, and returns outputs that conform to a provided or inferred JSON schema. Supports deep research style queries and can return rich structured JSON outputs. Processors trade-off between cost, latency, and quality. Each processor supports calibrated confidences.
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- Output metadata: citations, excerpts, reasoning, and confidence per field
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Task Groups enable batch execution of many independent Task runs with group-level monitoring and failure handling.
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- Submit hundreds or thousands of Tasks as a single group
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- Observe group progress and receive results as they complete
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- Real-time updates via Server-Sent Events (SSE)
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- Add tasks to an existing group while it is running
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- Group-level retry and error aggregation
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"""
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from .resources.task_groupimportAsyncTaskGroupResourceWithRawResponse
"""The Task API executes web research and extraction tasks.
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Clients submit a natural-language objective with an optional input schema; the service plans retrieval, fetches relevant URLs, and returns outputs that conform to a provided or inferred JSON schema. Supports deep research style queries and can return rich structured JSON outputs. Processors trade-off between cost, latency, and quality. Each processor supports calibrated confidences.
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- Output metadata: citations, excerpts, reasoning, and confidence per field
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Task Groups enable batch execution of many independent Task runs with group-level monitoring and failure handling.
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- Submit hundreds or thousands of Tasks as a single group
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- Observe group progress and receive results as they complete
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- Real-time updates via Server-Sent Events (SSE)
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- Add tasks to an existing group while it is running
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- Group-level retry and error aggregation
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"""
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from .resources.task_groupimportTaskGroupResourceWithStreamingResponse
"""The Task API executes web research and extraction tasks.
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Clients submit a natural-language objective with an optional input schema; the service plans retrieval, fetches relevant URLs, and returns outputs that conform to a provided or inferred JSON schema. Supports deep research style queries and can return rich structured JSON outputs. Processors trade-off between cost, latency, and quality. Each processor supports calibrated confidences.
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- Output metadata: citations, excerpts, reasoning, and confidence per field
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Task Groups enable batch execution of many independent Task runs with group-level monitoring and failure handling.
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- Submit hundreds or thousands of Tasks as a single group
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- Observe group progress and receive results as they complete
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- Real-time updates via Server-Sent Events (SSE)
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- Add tasks to an existing group while it is running
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- Group-level retry and error aggregation
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"""
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from .resources.task_groupimportAsyncTaskGroupResourceWithStreamingResponse
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