Purpose
This activity allows a workflow to send a list of records and a question to an LLM, and receive a list of responses, one response per record. It's useful for analysing lists of records, categorising lists of records or taking actions based on lists of records as part of an automated process, and supports potentially large lists of records (not directly bound by the context buffer)
Configuration
To configure the AI Record Analysis Activity, you can provide a question and response structure. The Activity provides an output based on the question and the input record list in the format that was requested. This can then be used in following workflow activities for further data transformation or creating records in ReadiNow
Input Configuration
Setting | Description |
|---|---|
| Question | The question to pass to the LLM. This can include text or expressions |
| Context Document | A document that can be passed to the LLM to be referenced as part of the question |
| Object | The object that is being sent to the LLM as part of the List |
| Records List | The list of records being sent to the LLM |
| List Expressions | An expression used to send the records data to the LLM |
Output Configuration
The Output of this activity is a list of records that can be used in subsequent activities
Setting | Description |
|---|---|
| Response Fields | Properties of each item in the list to be generated
Can add as many fields as required |
Advanced Configuration
Setting | Description |
|---|---|
| Enable Response Cache | If enabled, the activity will not actually make a call to LLM, rather will provide the same output as last run. This is helpful in testing the workflow without making the same LLM call multiple times |
Output Parameters
Parameter | Type | Description |
|---|---|---|
| [Activity Name].AI Prompt | Text | The prompt that was sent to the LLM |
| [Activity Name].Raw Response | Text | The raw processed response from the LLM |
[Activity Name].Response | List | the list of generated items |
Each item contains the following properties.
| Various | * The original record that was sent to the LLM * Ability to access property of each individual list item |