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PERSONALIZATION OF GENERATIVE AI - Coggle Diagram
PERSONALIZATION OF GENERATIVE AI
RETRIEVAL-AUGMENTED GENERATION (RAG)
technique that
combines
retrieval
(recupero)
of info from external datasets
es. upload a pdf file where takes the infos from
LLMs
(to generate a text)
allows
models
to be
more accurate
thanks to the external "official" dataset that we gave.
in luxury and fashion:
uploading the inventory we can know what products are left etc...
FINE TUNING
an
EXISTING MODEL
deep trained
on domain-specific data (on a specific subject)
we suggets how to "sound", "talk" and give the model a specialized course.
adopts your brand's tone
understand the industry vocabulary
generate more choerent and personalized copy
CUSTOM INSTRUCTIONS
we can
PERSONALIZE
the server
Tone, style, name and model response.
es. asking ChatGPT to call you customer, to speak formally etc...
INSTRUCTIONS VIA PROMPT
Guide the AI models to
ACT LIKE ASSISTANTS
Writing a clear and detailed prompt
es. "from now you are the assistant for a X brand ect..."