Research on how to go about automated request creation. I want to give as much ownership and freedom for this feature as possible, so take the following suggestions with a grain of salt:
- I'd start by looking at existing NLP models and whether it's sufficient for creating a task (hard code data where needed, owner, hotel id, etc.). This is just a prototype
- If NLP models are insufficient, I'd look into hooking up an LLM. Give the nature that it is a prototype, I'd try looking into Ollama, a tool you can use to locally host small LLM models.
Again, I want you to have as much autonomy as possible, so feel free to experiment and research as you'd like. You may find that a model is not even needed (using just pure NLP algorithms).
Successful prototype: given a sentence (structured or not), have the model automatically create a request. You should create a basic text input/chat bar on the FE in the route tasks/ and displays all requests with the latest requests being on top (don't worry about pagination for now, simply just display all tasks below the input box to verify that the task creation works).
Refer to the following mock for this UI (use Shadcn UI components to assist with this)
Research on how to go about automated request creation. I want to give as much ownership and freedom for this feature as possible, so take the following suggestions with a grain of salt:
Again, I want you to have as much autonomy as possible, so feel free to experiment and research as you'd like. You may find that a model is not even needed (using just pure NLP algorithms).
Successful prototype: given a sentence (structured or not), have the model automatically create a request. You should create a basic text input/chat bar on the FE in the route
tasks/and displays all requests with the latest requests being on top (don't worry about pagination for now, simply just display all tasks below the input box to verify that the task creation works).Refer to the following mock for this UI (use Shadcn UI components to assist with this)