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Signed-off-by: Akihiko Kuroda <akihikokuroda2020@gmail.com>
| def no_result_customizer(config: PromptTemplateInput[Any]) -> PromptTemplateInput[Any]: | ||
| """no_result_customizer""" | ||
| new_config = config.model_copy() | ||
| config.template += """\nPlease reformat your input.""" |
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Is setting config.template intentional? I don't really understand the logic since we are returning new_config for everything
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Bob says
Code Explanation: Lines 217-219 of beeai_agent.go
Context
This code is Python code embedded within a Go string (part of a larger Python script template starting at line 142). The Go code generates and executes this Python script to interact with the BeeAI framework.
The Specific Code (lines 218-219):
def tool_no_result_error_template_func(template: PromptTemplateInput[Any]) -> PromptTemplateInput[Any]:
return template.fork(customizer=no_result_customizer)Purpose and Functionality
This function creates a template customization function for handling tool execution errors when a tool returns no result. It's used by the BeeAI agent framework to customize error messages shown to the LLM when a tool fails to produce output.
Key Components
-
Function Signature:
- Takes a
PromptTemplateInput[Any]template object - Returns a modified
PromptTemplateInput[Any]template
- Takes a
-
template.fork(customizer=no_result_customizer):- Creates a forked/copied version of the template
- Applies the
no_result_customizerfunction (defined at lines 182-186) - The customizer appends
"\nPlease reformat your input."to the template
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Integration:
- This function is registered in the agent's templates dictionary (line 303)
- Used when a tool executes but returns no result
- Helps the agent recover from tool execution failures by prompting for reformatted input
Important Patterns
- Template Forking Pattern: Uses the
.fork()method to create a modified copy without mutating the original template - Customizer Pattern: Separates the customization logic (
no_result_customizer) from the template function, promoting reusability - Error Recovery: Part of a broader error handling strategy that includes multiple template customizers for different error scenarios (no result, tool not found, etc.)
Related Code
no_result_customizer(lines 182-186): The actual customization logictool_not_found_error_template_func(lines 221-222): Similar pattern for different error type- Templates dictionary (lines 299-305): Where this function is registered and used
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Does this make sense?
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Can you ask bob to explain line 182-185, specifically the no_result_customizer? That is the portion I'm a bit confused on, because if you see everything around it we are returning new_config. It seems like setting config.template to me is a bug beacsue we don't really od anything with it, nor do we return it
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Templates dictionary (lines 299-305): Where this function is registered and used
The templates are passed to the toolCallingAgent at line 310. It seems to be used by the agent.
Fix beeai agent issues