Jina - Deep research action
The Deep research action runs a DeepSearch chat completion in Jina. The Deep research action reasons over a conversation, searches and reads web pages before answering a query.
STREAMING IS DISABLED
This action always waits for the full response. Keep Reasoning effort at the default setting, Low, to enable faster responses.
Input
| Input field | Description |
|---|---|
| Model | Optional. Select a DeepSearch model, or enter a custom model ID. The default is jina-deepsearch-v1. |
| Messages | Enter one or more messages. |
| Role (Messages) | Select the message author's role. Options are User, Assistant, or System. |
| Content (Messages) | Enter the message text. |
| Reasoning effort | Optional. Select Low, Medium, or High. The default is Low. |
| Max returned URLs | Optional. Enter the maximum number of URLs to return. |
| Boost hostnames | Optional. Enter hostnames to prioritize during research. |
| Response format type | Optional. Select the type of response format. Options are Text, JSON schema, or JSON object. |
| Response format JSON schema | Optional. Enter a JSON schema for the response. The Response format JSON schema field is required when Response format type is JSON schema. |
This action also supports Budget tokens, Max attempts, and No direct answer. Bad hostnames and Only hostnames follow the same pattern as Boost hostnames, to exclude or restrict research to specific hostnames. Refer to the Jina DeepSearch documentation for more information on these fields.
Output
The following are a representative set of output fields. Refer to the Jina DeepSearch documentation for more information on available output fields.
| Output field | Description |
|---|---|
| ID | The completion's unique identifier. |
| Model | The model used. |
| Choices | The completion choices. |
| Message (Choices) | The generated message. |
| Role (Message) | The message author's role, for example assistant. |
| Content (Message) | The generated answer text. |
| Finish reason (Choices) | The reason the model stopped generating, for example stop or length. |
| Visited URLs | An array of URLs the research process visited. |
| Read URLs | An array of URLs the research process read in full. |
| Number of URLs | The total number of URLs used. |
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