Unverified50% confidenceSolutionExact time
Method 3 (borrowing an existing framework for secondary creation) is considered by the tutorial to be best suited for commercial orders, generating new stories by referencing classic story frameworks and replacing elements such as characters, settings, and key props.
1
Sources
50%
Confidence
Long-term
Relevance
9/18/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe three-layer combination of framework + protocol + encapsulation is the mainstream approach for building production-grade agent applications today.68% similarUnverifiedThe ReAct framework builds on chain-of-thought by introducing external tool calls, forming an iterative closed loop of think–act–observe–rethink, and is the core design paradigm of mainstream agent frameworks such as LangChain and AutoGen.66% similarUnverifiedAgentic tools introduce the ReAct (Reasoning + Acting) framework, forming a complete perception-planning-execution closed loop.65% similarUnverified实际生产中常结合使用三种方案:以LoRA建立角色基础特征,配合IP-Adapter做风格迁移,辅以多图参考约束关键场景输出65% similarUnverifiedThe better general-purpose (To C) Agents become, the more popular enterprise-level customization (To B) development frameworks like LangChain and LangGraph may become65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/930739API
curl https://kongchang.com/api/v1/knowledge/claims/930739MCP
get_claim(id=930739)