IVYXSTUDIO · IVY NODE

Default Prompt Creator

ivy.node.default-prompt-creator · v0.0.0

ivyx✓

Creates a default prompt formatting function that formats context and question in a simple text format. The function takes context and question as parameters and returns a formatted prompt string. The output prompt_creator function is used with prompt-generator node to generate prompts for LLM interactions. This is the simplest prompt format, suitable for most general-purpose AI tasks.

#prompt#creator

Inputs

Field	Type	Description
features	object	Features
labels	object	Labels

Outputs

Field	Type	Description
prompt_creatorrequired	object	Callable function reference
features	object	Features
labels	object	Labels

Source

python

# Input preparation
inp = __ivy_ctx__["nodes"][__ivy_node_id__]["input"]

# Compute
class DefaultPromptCreator:
    """Builds a default prompt-formatting callable."""

    def build(self):
        def default_prompt_creator(context: str, question: str, **kwargs) -> str:
            return (
                f"Context: {context}\n\n"
                f"Question: {question}\n\n"
                "Answer the question based on the context above. If the context is not relevant, use your own knowledge."
            )
        return default_prompt_creator

creator_node = DefaultPromptCreator()
prompt_creator = creator_node.build()

# Output collection (runner reads __ivy_ctx__)
out = __ivy_ctx__["nodes"][__ivy_node_id__]["output"]
out["prompt_creator"] = prompt_creator

Tests

Requires: python:3.11

basic-creator-creation
Create prompt creator function (should succeed).
prompt-creatordefaultbasic