SummarizeText
Description
This processor uses a Large Language Model (LLM) to summarize the content of a FlowFile. It sends the content to an LLM service and writes the summary back to the FlowFile or as an attribute.
Tags
AI, LLM, summarization, text processing
Properties
In the list below required Properties are shown with an asterisk (*). Other properties are considered optional. The table also indicates any default values, and whether a property supports the NiFi Expression Language.
| Display Name | API Name | Default Value | Allowable Values | Description |
|---|---|---|---|---|
| LLM Provider Service * | LLM Provider Service | Controller Service: LLMService Implementations: StandardAnthropicLLMService StandardOpenAILLMService | The provider service for sending evaluation prompts to LLM | |
| Content * | Content | The content to be summarized. FlowFile attributes may be referenced via Expression Language, and the contents of the FlowFile may be referenced via the flowfile_content variable. E.g., ${flowfile_content} Supports Expression Language, using FlowFile attributes and Environment variables. | ||
| Output Strategy * | Output Strategy | FlowFile |
| Determines response output destination |
| Results Attribute * | Results Attribute | The name of the attribute to write the response to. This property is only considered if:
| ||
| Max File Size | Max File Size | 10 MB | The maximum size of a FlowFile that can be summarized. If the FlowFile is larger than this, it will be routed to 'failure'. |
Dynamic Properties
This component does not support dynamic properties.
Relationships
| Name | Description |
|---|---|
| failure | FlowFiles that cannot be processed are routed to this relationship |
| success | FlowFiles that are successfully processed are routed to this relationship |
Reads Attributes
This processor does not read attributes.
Writes Attributes
This processor does not write attributes.
State Management
This component does not store state.
Restricted
This component is not restricted.
Input Requirement
This component requires an incoming relationship.
System Resource Considerations
This component does not specify system resource considerations.