John Wang ccd80653ff fix: query empty not allow (#255)		%!s(int64=2) %!d(string=hai) anos
..
constants	db896255d6 Initial commit	%!s(int64=2) %!d(string=hai) anos
controllers	023783372e feat: explore support multi language (#202)	%!s(int64=2) %!d(string=hai) anos
core	5ca88a4fd9 fix: raw json parse in llm router chain (#254)	%!s(int64=2) %!d(string=hai) anos
docker	db896255d6 Initial commit	%!s(int64=2) %!d(string=hai) anos
events	db896255d6 Initial commit	%!s(int64=2) %!d(string=hai) anos
extensions	f8eefa31fe feat: add redis ssl support (#65)	%!s(int64=2) %!d(string=hai) anos
libs	17a8118154 fix: email reg (#135)	%!s(int64=2) %!d(string=hai) anos
migrations	023783372e feat: explore support multi language (#202)	%!s(int64=2) %!d(string=hai) anos
models	023783372e feat: explore support multi language (#202)	%!s(int64=2) %!d(string=hai) anos
services	ccd80653ff fix: query empty not allow (#255)	%!s(int64=2) %!d(string=hai) anos
tasks	e2bf18053c Fix/dateset update rule (#177)	%!s(int64=2) %!d(string=hai) anos
tests	db896255d6 Initial commit	%!s(int64=2) %!d(string=hai) anos
.dockerignore	db896255d6 Initial commit	%!s(int64=2) %!d(string=hai) anos
.env.example	7722a7c5cd fix: bootstrap env (#127)	%!s(int64=2) %!d(string=hai) anos
Dockerfile	db896255d6 Initial commit	%!s(int64=2) %!d(string=hai) anos
README.md	e8239ae631 feat: add celery document (#118)	%!s(int64=2) %!d(string=hai) anos
app.py	db896255d6 Initial commit	%!s(int64=2) %!d(string=hai) anos
commands.py	023783372e feat: explore support multi language (#202)	%!s(int64=2) %!d(string=hai) anos
config.py	a1c6cecf10 feat: bump to 0.3.1 (#253)	%!s(int64=2) %!d(string=hai) anos
requirements.txt	db896255d6 Initial commit	%!s(int64=2) %!d(string=hai) anos

Dify Backend API

Usage

Start the docker-compose stack

The backend require some middleware, including PostgreSQL, Redis, and Weaviate, which can be started together using docker-compose.

   cd ../docker
   docker-compose -f docker-compose.middleware.yaml up -d
   cd ../api

Copy .env.example to .env
Generate a SECRET_KEY in the .env file.
```
openssl rand -base64 42
```
Install dependencies
```
pip install -r requirements.txt
```
Run migrate

Before the first launch, migrate the database to the latest version.

   flask db upgrade

Start backend:

flask run --host 0.0.0.0 --port=5001 --debug

Setup your application by visiting http://localhost:5001/console/api/setup or other apis...
If you need to debug local async processing, you can run celery -A app.celery worker, celery can do dataset importing and other async tasks.

README.md

Dify Backend API

Usage