Sohu Tech Products
Aug 23, 2023 · Artificial Intelligence
Engineering GPT Applications: Capabilities, Limitations, and Solutions
The guide explains GPT’s core capabilities—natural language mastery, domain reasoning, and code generation—while detailing its limits such as prompt sensitivity, token caps, and lack of memory, then offers engineering workarounds like systematic prompting, chain‑of‑thought, external memory, tool integration, safety checks, and a six‑layer architecture for building robust commercial AI applications.
AI Application ArchitectureChain-of-ThoughtGPT
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