> For the complete documentation index, see [llms.txt](https://docs.texti.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.texti.ai/finetuning-task/text-generation.md).

# Text Generation

Text generation involves generating natural language text, such as product descriptions, ad copy, and more. Here are some real-life business use cases for text generation:

1. ***Product Description***: Generate natural language text that accurately describes a product or service.
2. ***Ad Copy***: Generate ad copy that effectively communicates the benefits and features of a product or service.
3. ***Chatbot***: Build a chatbot to assist customers with product information and support.
4. ***FAQ Automation***: Automatically answer frequently asked questions to reduce customer support workload.
5. ***Virtual Assistant***: Enable virtual assistants to provide personalized recommendations and advice.