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poimen-workflows/activity/llm_helper.go
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package activity
import (
"context"
"fmt"
"github.com/rockliang/poimen/workflows/activity/llm"
"github.com/rockliang/poimen/workflows/pkg/types"
"github.com/rockliang/poimen/workflows/prompts"
)
// CallRoleLLM is the shared pattern for calling an LLM with a role-based prompt.
// Used by planner, implementer, and judge activities (DRY extraction).
func CallRoleLLM(ctx context.Context, config types.OrchestratorConfig, role string, vars map[string]any) (string, error) {
client, err := llm.NewClient()
if err != nil {
return "", fmt.Errorf("failed to create LLM client: %w", err)
}
spec, exists := config.RolePrompts[role]
if !exists {
return "", fmt.Errorf("%s role prompt not configured", role)
}
// Render template
var content string
if spec.RawTemplate != "" {
content = spec.RawTemplate
} else {
content, err = prompts.Render(spec.TemplateRef, vars)
if err != nil {
return "", fmt.Errorf("failed to render %s template: %w", role, err)
}
}
// Call LLM
response, err := client.CreateMessage(ctx, llm.MessageInput{
Model: spec.Model,
SystemPrompt: config.SystemPrompt,
Messages: []llm.MessageParam{{Role: "user", Content: content}},
})
if err != nil {
return "", fmt.Errorf("%s LLM call failed: %w", role, err)
}
return response, nil
}