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## Setup | ||
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* Install [pyenv](https://github.com/pyenv/pyenv) & install the same python version as in our [Dockerfile](Dockerfile) | ||
* Install [poetry](https://python-poetry.org/docs/) | ||
* Clone the github repo to gooey-server (and make sure that's the folder name) | ||
* Create & activate a virtualenv (e.g. `poetry shell`) | ||
* Run `poetry install --with dev` | ||
* Install [redis](https://redis.io/docs/getting-started/installation/install-redis-on-mac-os/), [rabbitmq](https://www.rabbitmq.com/install-homebrew.html), and [postgresql](https://formulae.brew.sh/formula/postgresql@15) (e.g. `brew install redis rabbitmq postgresql@15`) | ||
* Enable background services for `redis`, `rabbitmq`, and `postgresql` (e.g. with `brew services start redis` and similar for `rabbitmq` and `postgresql`) | ||
* Use `sqlcreate` helper to create a user and database for gooey: | ||
* `./manage.py sqlcreate | psql postgres` | ||
* make sure you are able to access the database with `psql -W -U gooey gooey` (and when prompted for password, entering `gooey`) | ||
* Create an `.env` file from `.env.example` (Read [12factor.net/config](https://12factor.net/config)) | ||
* Run `./manage.py migrate` | ||
* Install the zbar library (`brew install zbar`) | ||
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### Create a google cloud / firebase account | ||
<h3 align="center"> | ||
<img src="https://storage.googleapis.com/dara-c1b52.appspot.com/daras_ai/media/cdc58fe0-2da1-11ef-84df-02420a0001f4/githubbanner.png" | ||
/> | ||
</h3> | ||
<p align="center"> | ||
<a href="https://gooey.ai">🏠 Homepage</a> · | ||
<a href="https://gooey.ai/explore">👾 Explore Workflows</a> · | ||
<a href="https://gooey.ai/docs">📚 Docs</a> · | ||
<a href="https://gooey.ai/api">🤖 API</a> · | ||
<a href="https://gooey.ai/discord">🛟 Discord</a> · | ||
<a href="https://gooey.ai/account">💃🏾 Start Building</a> | ||
</p> | ||
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<div> | ||
<p align="center"> | ||
<a | ||
href="https://x.com/GooeyAI"> | ||
<img src="https://img.shields.io/badge/X/Twitter-000000?style=for-the-badge&logo=x&logoColor=white" /> | ||
</a> | ||
<a href="https://in.linkedin.com/company/gooeyai"> | ||
<img src="https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white" /> | ||
</a> | ||
<a href="https://gooey.ai/discord"> | ||
<img src="https://img.shields.io/badge/Discord-5865F2?style=for-the-badge&logo=discord&logoColor=white" /> | ||
</a> | ||
<a href="https://www.youtube.com/@gooeyai"> | ||
<img src="https://img.shields.io/badge/YouTube-FF0000?style=for-the-badge&logo=youtube&logoColor=white" /> | ||
</a> | ||
</p> | ||
</div> | ||
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[Gooey.AI](http://gooey.ai/) is the low-code orchestration platform with **discoverable workflows** & **unified billing to all of GenAI universe.** | ||
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# 🤖🍲 What is Gooey Server? | ||
Gooey.AI is a low-code AI recipe platform and Gooey Server is our core repo. | ||
It allows users to discover, customize, and deploy AI "recipes" using the best of private and open-source AI, | ||
all using a single API with a single auth token. | ||
Recipes are workflows that incorporate various models to accomplish a task; they are designed to be highly customizable and shareable. | ||
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## 🧑💻 Who is this for and why would I want to use it? | ||
For most developers, we DO NOT recommend running or forking Gooey Server; use our [APIs](https://gooey.ai/api/) or [client SDK](https://github.com/GooeyAI/python-sdk) instead. | ||
The repo is intended only for developers who want to run and deploy their own server cluster or run Gooey locally for development purposes. | ||
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Specifically, this repo may be for you if: | ||
- You want to create a new recipe (instead of changing the parameters on an existing one) | ||
- You want to add an AI model that we currently don’t support. | ||
- You are an enterprise with specific requirements regarding data practices, such as using specific cloud providers. | ||
- You want to add some other functionality that we don’t support. | ||
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## 📋 Setup | ||
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### ☁️ Create a google cloud / firebase account | ||
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1. Create a [google cloud](https://console.cloud.google.com/) project | ||
2. Create a [firebase project](https://console.firebase.google.com/) (using the same google cloud project) | ||
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@@ -35,20 +72,86 @@ | |
5. Create and Download a JSON Key for this service account and save it to the project root as `serviceAccountKey.json`. | ||
6. Add your project & bucket name to `.env` | ||
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* Run tests to see if everything is working fine: | ||
``` | ||
./scripts/run-tests.sh | ||
``` | ||
(If you run into issues with the number of open files, you can remove the limit with `ulimit -n unlimited`) | ||
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## Run | ||
### 💻 Setup (Mac) | ||
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You can start all required processes in one command with Honcho: | ||
* Install [pyenv](https://github.com/pyenv/pyenv) & install the same python version as in our [Dockerfile](Dockerfile) | ||
* Install [poetry](https://python-poetry.org/docs/) | ||
* Clone the github repo to `gooey-server` (and make sure that's the folder name) | ||
* Create & activate a virtualenv (e.g. `poetry shell`) | ||
* Run `poetry install --with dev` | ||
* Install [redis](https://redis.io/docs/getting-started/installation/install-redis-on-mac-os/), [rabbitmq](https://www.rabbitmq.com/install-homebrew.html), and [postgresql](https://formulae.brew.sh/formula/postgresql@15) (e.g. `brew install redis rabbitmq postgresql@15`) | ||
* Enable background services for `redis`, `rabbitmq`, and `postgresql` (e.g. with `brew services start redis` and similar for `rabbitmq` and `postgresql`) | ||
* Use `sqlcreate` helper to create a user and database for gooey: | ||
* `./manage.py sqlcreate | psql postgres` | ||
* make sure you are able to access the database with `psql -W -U gooey gooey` (and when prompted for password, entering `gooey`) | ||
* Create an `.env` file from `.env.example` (Read [12factor.net/config](https://12factor.net/config)) | ||
* Run `./manage.py migrate` | ||
* Install the zbar library (`brew install zbar`) | ||
* (optional) Install imagemagick - Needed for HEIC image support - https://docs.wand-py.org/en/0.5.7/guide/install.html | ||
``` | ||
brew install freetype imagemagick | ||
export MAGICK_HOME=/opt/homebrew | ||
``` | ||
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```shell | ||
$ poetry run honcho start | ||
### 🐧 Setup (Linux) | ||
* Install [pyenv](https://github.com/pyenv/pyenv) & install the same python version as in our [Dockerfile](Dockerfile) (currently Python 3.10) | ||
- `curl https://pyenv.run | bash` | ||
* Install [poetry](https://python-poetry.org/docs/) | ||
- This is likely available in your distro's package repos. | ||
* Clone this repository: | ||
* Create and activate a virtualenv using `poetry shell` | ||
* Install dependencies using `poetry install --with dev` | ||
- Note: you may have to remove `package-mode=false` on line 7 of `pyproject.toml` | ||
* Install redis, rabbitmq-server, and postgresql 15 using your distro's package manager. | ||
* Enable these services as background services using `sudo systemctl enable --now redis rabbitmq-server postgresql` | ||
* Configure Postgres to ensure that password authentication is enabled for the gooey user | ||
- open the pg_hba.conf file in a text editor. On Linux, by default, it is usually located either at ```/etc/postgresql/<version>/main/``` or ```/var/lib/pgsql/<version>/data/``` | ||
- add/edit the file so that there are lines at the bottom that looks like this: | ||
``` | ||
local all gooey md5 | ||
host all gooey md5 | ||
``` | ||
- restart postgresql using ```sudo systemctl restart postgresql``` | ||
* Use the manage.py script to set up the Postgres database: | ||
- To create the user and database for gooey: `./manage.py sqlcreate | sudo -u postgres psql postgres ` | ||
- Test your setup to ensure that `gooey-server` can access the database by running `psql -W -U gooey gooey` and supplying "gooey" as the password | ||
* Create a .env file from `.env.example` | ||
* Install the zbar library using your distro's package manager. | ||
### 🌍 Frontend | ||
Clone [gooey-gui](https://github.com/GooeyAI/gooey-gui) repo, in the same directory as `gooey-server` and follow the setup steps. | ||
### 🧪 Run Tests | ||
``` | ||
ulimit -n unlimited # Increase the number of open files allowed | ||
./scripts/run-tests.sh | ||
``` | ||
### 🗄 Initialize databse | ||
```bash | ||
# reset the database | ||
./manage.py reset_db -c | ||
# create the database | ||
./manage.py sqlcreate | psql postgres | ||
# run migrations | ||
./manage.py migrate | ||
# load the fixture (donwloaded by ./scripts/run-tests.sh) | ||
./manage.py loaddata fixture.json | ||
# create a superuser to access admin | ||
./manage.py createsuperuser | ||
``` | ||
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## 🏃 Run | ||
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_Note: The `gooey-server` project is not currently set up to be run without support from Gooey. This software requires access to a Google Cloud instance as well as business data loaded in the database. If you are interested in running this software totally independently, reach out to [email protected] to communicate with our enterprise team._ | ||
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### Services | ||
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The processes that it starts are defined in [`Procfile`](Procfile). | ||
Currently they are these: | ||
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| UI | `3000` | | ||
| Vespa | `8085` | | ||
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### Honcho | ||
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You can start all required processes in one command with Honcho: | ||
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```shell | ||
poetry run honcho start | ||
``` | ||
This will spin up the API server at `http://localhost:8080`. To view the autogenerated API documentation, navigate to `http://localhost:8080/docs` | ||
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This default startup assumes that Redis, RabbitMQ, and PostgreSQL are installed and running | ||
as background services on ports 6379, 5672, and 5432 respectively. | ||
It also assumes that the gooey-ui repo can be found at `../gooey-ui/` (adjacent to where the | ||
gooey-server repo sits). You can open the Procfile and comment this out if you don't need | ||
as background services on ports `6379`, `5672`, and `5432` respectively. | ||
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The gooey-gui repo should be cloned at `../gooey-gui/` | ||
(adjacent to where the`gooey-server` repo sits). You can open the Procfile and comment this out if you don't need | ||
to run it. | ||
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**Note:** the Celery worker must be manually restarted on code changes. You | ||
can do this by stopping and starting Honcho. | ||
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## To run vespa (used for vector search) | ||
### Vespa (used for vector search) | ||
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You need to install OrbStack or Docker Desktop for this to work. | ||
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./manage.py runscript setup_vespa_db | ||
``` | ||
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## To connect to our GPU cluster | ||
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* Connect to k8s cluster - | ||
```bash | ||
gcloud container clusters get-credentials cluster-5 --zone us-central1-a | ||
``` | ||
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* Port-forward the rabbitmq and redis services - | ||
```bash | ||
kubectl port-forward rabbitmq-1-rabbitmq-0 15674:15672 5674:5672 & kubectl port-forward redis-ha-1-server-0 6374:6379 | ||
``` | ||
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* Add the following to `.env` file - | ||
``` | ||
GPU_CELERY_BROKER_URL="amqp://rabbit:<password>@localhost:5674" | ||
GPU_CELERY_RESULT_BACKEND="redis://:<password>@localhost:6374" | ||
``` | ||
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### Install imagemagick | ||
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Needed for HEIC image support - https://docs.wand-py.org/en/0.5.7/guide/install.html | ||
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``` | ||
brew install freetype imagemagick | ||
export MAGICK_HOME=/opt/homebrew | ||
``` | ||
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### Code Formatting | ||
### 📐 Code Formatting | ||
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Use black - https://pypi.org/project/black | ||
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**Recommended**: Black IDE integration Guide: [Pycharm](https://black.readthedocs.io/en/stable/integrations/editors.html#pycharm-intellij-idea) | ||
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## Running test Whatsapp bot | ||
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We use the following facebook app for testing - | ||
``` | ||
gooey.ai (dev) | ||
App ID: 228027632918921 | ||
``` | ||
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Create a [meta developer account](https://developers.facebook.com/docs/development/register/) & send admin your **facebook ID** to add you to the test app [here](https://developers.facebook.com/apps/228027632918921/roles/roles/?business_id=549319917267066) | ||
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1. start ngrok | ||
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``` | ||
ngrok http 8080 | ||
``` | ||
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2. set env var `FB_WEBHOOK_TOKEN = asdf1234` | ||
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3. Open [WhatsApp Configuration](https://developers.facebook.com/apps/228027632918921/whatsapp-business/wa-settings/?business_id=549319917267066), set the Callback URL and Verify Token | ||
<img width="500" alt="image" src="https://github.com/GooeyAI/gooey-server/assets/19492893/95bb3a87-ae4f-4f6b-a04e-583ee51b85de"> | ||
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4. Open [WhatsApp API Setup](https://developers.facebook.com/apps/228027632918921/whatsapp-business/wa-dev-console/?business_id=549319917267066), send yourself a message from the test number. | ||
<img width="500" alt="image" src="https://github.com/GooeyAI/gooey-server/assets/19492893/f9417723-77c0-4be5-9814-778662215d9c"> | ||
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5. Copy the temporary access token there and set env var `WHATSAPP_ACCESS_TOKEN = XXXX` | ||
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**(Optional) Use the test script to send yourself messages** | ||
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```bash | ||
python manage.py runscript test_wa_msg_send --script-args 104696745926402 +918764022384 | ||
``` | ||
Replace `+918764022384` with your number and `104696745926402` with the test number ID | ||
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## Dangerous postgres commands | ||
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### backup & restore postgres db | ||
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**on server** | ||
```bash | ||
# select a running container | ||
cid=$(docker ps | grep gooey-api-prod | cut -d " " -f 1 | head -1) | ||
# give it a nice name | ||
fname=gooey_db_$(date +"%Y-%m-%d_%I-%M-%S_%p").dump | ||
# exec the script to create the fixture | ||
docker exec -it $cid pg_dump --dbname $PGDATABASE --format c -f "$fname" | ||
# copy the fixture outside container | ||
docker cp $cid:/app/$fname . | ||
# print the absolute path | ||
echo $PWD/$fname | ||
``` | ||
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**on local** | ||
```bash | ||
# reset the database | ||
./manage.py reset_db -c | ||
# create the database with an empty template | ||
createdb -T template0 $PGDATABASE | ||
# restore the database | ||
pg_restore --no-privileges --no-owner -d $PGDATABASE $fname | ||
``` | ||
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### create & load fixtures | ||
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**on server** | ||
```bash | ||
# select a running container | ||
cid=$(docker ps | grep gooey-api-prod | cut -d " " -f 1 | head -1) | ||
# exec the script to create the fixture | ||
docker exec -it $cid poetry run ./manage.py runscript create_fixture | ||
# upload the fixture | ||
docker exec -it $cid poetry run ./manage.py runscript upload_fixture | ||
``` | ||
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To load the fixture on local db - | ||
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```bash | ||
# reset the database | ||
./manage.py reset_db -c | ||
# create the database | ||
./manage.py sqlcreate | psql postgres | ||
# run migrations | ||
./manage.py migrate | ||
# load the fixture | ||
./manage.py loaddata fixture.json | ||
# create a superuser to access admin | ||
./manage.py createsuperuser | ||
``` | ||
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### copy one postgres db to another | ||
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**on server** | ||
```bash | ||
./manage.py reset_db | ||
createdb -T template0 $PGDATABASE | ||
pg_dump $SOURCE_DATABASE | psql -q $PGDATABASE | ||
``` |
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