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Use Case

There are plenty use cases for Generative AI and new ones are creating every day. Let's see the most common ones. Based on a survey from the MLOPS community and this survey from Mckinsey the most common use case of AI are the following:

  • Create semantic search that can find relevant information in a lot of data. Example: Slite
  • Create chatbots / augmented FAQ that use semantic search and text summarization to answer customer questions. Example: Quivr is using such similar technology.
  • Create personalized content for your customers (product page, emails, messages,...). Example Carrefour.
  • Create a text summarizer that can summarize a long text into a short one.

Not widely spread yet but with increasing adoption:

  • Create personal shopper for augmented ecommerce experience. Example: Madeline
  • Create AI agent to perform various task autonomously. Example: AutoGpt
  • Create coding tool that can help you write or revie code. Example: Code Review GPT

If you want to discover more usage from the community, you can see here a list of GenAI Meetups. You can also see other use cases on Qdrant's website.