LLM Unit

Contact me

• Blog -> https://cugtyt.github.io/blog/llm-application/index
• Email -> cugtyt@qq.com
• GitHub -> Cugtyt@GitHub

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Extracter Pattern

• Extract key points
• Compress the information
• Classifier
• No much hallucination expected

Use cases:

• Spam detection
• Key words extraction, summary
• Spelling check
• Intent understanding and extraction

Composer Pattern

• Generate new things
• Extend the information
• Dream machine
• Hallucination expected

Use cases:

• Write poem, email, code …
• Reviewer

Convertor Pattern

• Extract and compose
• Similar information in different domain

Use cases:

• Translate
• Mimic
• Rewrite, refactor

Router Pattern

• Select from the choices
• Connect the natural language to the machine logic

Use cases:

• Tool using
• Function calling API
• Recommend solutions

Examples

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