Use Case

There are plenty of use cases for Generative AI, and new ones are created every day. Here are some common ones.

Based on a survey from the MLOPS community and this survey from Mckinsey the most common use cases for 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.

This is documentation for LLPhant.