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82 lines
3.2 KiB
Go
82 lines
3.2 KiB
Go
/*
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* Copyright 2025 CloudWeGo Authors
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package agents
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import (
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"context"
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"github.com/cloudwego/eino/adk"
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"github.com/cloudwego/eino/components/model"
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)
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func NewReviewAgent(ctx context.Context, tcm model.ToolCallingChatModel) (adk.Agent, error) {
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// these sub-agents don't need description because they'll be set in a fixed workflow.
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questionAnalysisAgent, err := adk.NewChatModelAgent(ctx, &adk.ChatModelAgentConfig{
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Name: "question_analysis_agent",
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Description: "question analysis agent",
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Instruction: `You are the Question Analysis Agent. Your responsibilities include:
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- Analyzing the given research or coding results to identify critical questions and evaluation criteria.
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- Breaking down complex issues into clear, manageable components.
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- Highlighting potential problems or areas of concern.
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- Preparing a structured framework to guide the subsequent review generation.
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- Ensuring thorough understanding of the content before passing it on.`,
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Model: tcm,
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})
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if err != nil {
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return nil, err
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}
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generateReviewAgent, err := adk.NewChatModelAgent(ctx, &adk.ChatModelAgentConfig{
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Name: "generate_review_agent",
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Description: "generate review agent",
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Instruction: `You are the Generate Review Agent. Your role is to:
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- Produce comprehensive and balanced reviews based on the question analysis.
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- Highlight strengths, weaknesses, and areas for improvement.
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- Provide constructive and actionable feedback.
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- Maintain objectivity and clarity in your evaluations.
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- Prepare the review content for validation in the next step.`,
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Model: tcm,
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})
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if err != nil {
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return nil, err
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}
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reviewValidationAgent, err := adk.NewChatModelAgent(ctx, &adk.ChatModelAgentConfig{
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Name: "review_validation_agent",
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Description: "review validation agent",
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Instruction: `You are the Review Validation Agent. Your tasks are to:
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- Validate the generated review for accuracy, coherence, and fairness.
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- Check for logical consistency and completeness.
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- Identify any biases or errors and suggest corrections.
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- Confirm that the review aligns with the original analysis and project goals.
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- Approve the review for final presentation or request revisions if necessary.`,
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Model: tcm,
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})
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if err != nil {
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return nil, err
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}
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return adk.NewSequentialAgent(ctx, &adk.SequentialAgentConfig{
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Name: "ReviewAgent",
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Description: "The ReviewAgent is responsible for evaluating research and coding results through a sequential workflow. It orchestrates three key steps—question analysis, review generation, and review validation—to provide well-reasoned assessments that support project management decisions.",
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SubAgents: []adk.Agent{questionAnalysisAgent, generateReviewAgent, reviewValidationAgent},
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})
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}
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