Superagent 🥷

The agent framework for large language models

Superagent is an open source agent framework that enables any developer to integrate production ready AI Agents into any application in a matter of minutes.

🎥 Demo

demo.mp4

🧐 Tutorials

We post tutorials regularly on our Youtube channel. Make sure to check them out!

✨ Use cases

Superagent allows you to build any AI application/micro service you want, including:

Question/Answering over Documents (LLM Finetuns/Vectorstores)
Chatbots
Co-pilots & AI assistants
Content generation
Data aggregation
Workflow automation

👀 Features

Memory
Streaming
Custom finetuning 🆕
Python/Typescript SDKs
REST API
API connectivity
Vectorization
Support for proprietory and OSS LLMs
API concurrency

📋 Documentation

For full documentation, visit docs.superagent.sh

To see how to contribute, visit Contribution guidelines

🛠️ Getting started

Clone the Superagent repository into a public GitHub repository or fork it from https://github.com/homanp/superagent/fork.

If you plan to distribute the code, keep the source code public.

Both the API and UI require a database in order to work. We recommend settings this up on Supabase.

Setting up Supabase

Create a Supabase account and project. We have seperated the ui and api into two sepearate Supabase projects which is recommended due the fact that the api runs on prisma.

Supabase setup for Superagent UI project

Run the migrations (checkout Superagent UI section for this)
```
supabase migration up (locally)
supabase db push (cloud)
```

Run the following query to setup authentication:

-- inserts a row into public.profiles
create function public.handle_new_user()
returns trigger
language plpgsql
security definer set search_path = public
as $$
begin
insert into public.profiles (user_id)
values (new.id);
return new;
end;
$$;

-- trigger the function every time a user is created
create trigger on_auth_user_created
after insert on auth.users
for each row execute procedure public.handle_new_user();

Create a Supabase storage
Set storate permissions: Set the following policy for storage.objects

Setting up Github OAuth in UI

Create a new Github OAuth app in your Github account
Copy the CLIENT_ID and CLIENT_SECRET and paste them into the .env variabels in the Superagent UI project.
Set the following callback URL
```
<YOUR_SUPABASE_URL>/auth/v1/callback
```
Navigate to your Supabase project you have created for Superagent UI and paste the CLIENT_ID and CLIENT_SECRET

NOTE: You can enable any provider using the steps above.

Superagent API

Navigate to /libs/superagent
Rename the env.example to .env and make sure you have all mandatory values set

Create a virtual environment

virtualenv venv
source venv/bin/activate

Install dependencies
```
poetry install
```
Run database migrations
```
poetry run prisma migrate dev
```
Start the server
```
uvicorn app.main:app --reload
```

Superagent UI

Navigate to /libs/ui
Rename the env.example to .env and make sure you have all mandatory values set
Install the dependencies:
```
npm install
```

Run migrations:

supabase migrate up (local)
supabase db push (cloud)

Run the development server
```
npm run dev
```

Superagent legacy

Please refer to the README in /libs/legacy for further instructions.

🔗 SDKs

If you are planing on integrating Superagent into your stack, you can use one of the following SDKs:

🫶 Contributions

Superagent is an open-source project, and contributions are welcome. If you would like to contribute, you can create new features, fix bugs, or improve the infrastructure. Please refer to the CONTRIBUTING.md file in the repository for more information on how to contribute

⭐ Acknowledgements

We want to give a big shout out to following open source projects, without which Superagent wouldn't be possible.

About

🥷 The agent framework for Large Language Models

https://docs.superagent.sh

MIT License

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