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the AI Workflow Types note at 2025

2025/3/26 9:54:22 来源：https://blog.csdn.net/adcwa/article/details/146453118  浏览:  次   关键词：the AI Workflow Types note at 2025

1. Workflow Types Comparison

在这个Agent 元年，没有最好的， 合适自己场景的才是最好的。

rule-based -> AI Workflow(non-agentic)->AI Workflow (agentic)

Agentic Workflow
AI Workflow (non-agentic)
Automated Workflow (rule-based, non-AI)
Make a plan
User query
Execute actions with tools
Reflect on results of actions
Response
Result ok?
Agent
Act on user query
User query
Response
AI model
Defined step 1
User query
...
Defined step n
Response

2. Tool Use Pattern

UI
Agentic workflow
Tool Use
User Query
Response
Results
Generate response
Web Search
Search
Vector Search
Block
Select Tools
Use Tools

3. Planning Pattern

UI
Agentic workflow
Planning
YES
NO
User Query
Response
Make a Plan
Plan
Task 1
Task 2
Task 3
Execute Task
Tools
Results
Is task complete?
Generate response

4. Reflection Pattern

UI
Agentic workflow
Reflection
No
User Query
Response
Final Response
Tools
Execute Task
Results
Generate response
Reflect
Response ok?
Reflected Response

5. Agentic RAG Workflow
Yes
No
Yes
No
User Query
Information available in context?
Formulate answer with info available
Search Tools
Determine user info needs with queries
Re-run search & processing based on determined needs
Information found?
Generate response
Response

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