PromptHub serves a collection of ready-made prompts for the most common NLP tasks. The service is deployed at the public URL https://api.prompthub.deepset.ai and there's a nice UI to browse the prompts at https://prompthub.deepset.ai.
A prompt is defined in a yaml file with the following format:
name: an-example
text: Your prompt text goes here
description: A brief description of what your prompt is for
tags:
- translation
meta:
authors:
- your name
version: v0.1GET /prompts
Request:
curl -i -H 'Accept: application/json' https://api.prompthub.deepset.ai/promptsResponse:
HTTP/1.1 200 OK
Content-Type: application/json; charset=utf-8
Date: Fri, 24 Mar 2023 07:59:55 GMT
Content-Length: 42
[
{
"name":"deepset/an-example-prompt",
"tags":["question-answering"],
"meta":{"authors":["Alice","Bob"]},
"version":"1.0",
"text":"My prompt text",
"description":"Provides a prompt for question answering with references to documents"
}
]
GET /prompts/prompt-name
Request:
curl -i -H 'Accept: application/json' https://api.prompthub.deepset.ai/prompts/prompt-nameResponse:
HTTP/1.1 200 OK
Content-Type: application/json; charset=utf-8
Date: Fri, 24 Mar 2023 08:06:19 GMT
Content-Length: 211
{"name":"prompt-name","tags":["translation"],"meta":{"authors":["vblagoje"]},"version":"v0.1.0","text":"Your prompt text goes here","description":"Prompt to translate text into a target language"}
Request:
curl -i https://api.prompthub.deepset.ai/cards/prompt-nameResponse:
HTTP/1.1 200 OK
Content-Type: text/plain; charset=utf-8
Vary: Origin
Date: Wed, 07 Jun 2023 10:46:53 GMT
Content-Length: 762
This prompt is simply designed to answer a `query` given a set of `documents`. There will be 1 answer generated.
...
You can consume the PromptHub API natively from one of the supported languages:
- Python: https://github.com/deepset-ai/prompthub-py
- Typescript: https://github.com/deepset-ai/prompthub-ts
The easiest way to run the PromptHub API on your premises is to use the official Docker image:
$ docker run -p80:80 deepset/prompthub
INFO Prompthub running at 0.0.0.0:80You can also serve your very own set of prompts by overriding the default prompts folder in the container:
$ docker run -p80:80 --volume $PWD/path/to/your/prompts:/prompts deepset/prompthub
INFO Prompthub running at 0.0.0.0:80You can build and run the PromptHub API service locally following these steps:
- Ensure you have a recent version of Go installed:
$ go version
go version go1.20.2 darwin/arm64If you get an error, follow the install instructions from the [official documentation](https://go.dev/doc/install) and
try again.
- From the root of the repo, build the binary with:
$ go build- Run the server with:
$ ./prompthub- Run the tests with:
$ go test ./...