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bee-stack

★ 155 Open GitHub ↗

Run the entire bee application stack using docker-compose

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> [!WARNING]  
> 
> This repository has been archived and is no longer actively maintained or updated. It is provided here for historical reference and may contain outdated or unsupported code. Users are encouraged to fork or adapt the contents as needed, but please note that no further updates, bug fixes, or security patches will be applied by the original maintainers.

# 🐝 Bee Stack

![Bee Stack Demo Video](https://media.githubusercontent.com/media/i-am-bee/bee-stack/refs/heads/assets/docs/assets/bee-stack-demo.gif)

The Bee Stack repository provides everything you need to run the Bee Application Stack locally using **Docker Compose**. This setup allows you to run, test, and experiment with Bee's various components seamlessly.

## 🧩 Bee Stack Components

The Bee Stack comprises the following components, each contributing distinct functionalities to support your AI-driven applications:

- [bee-agent-framework](https://github.com/i-am-bee/bee-agent-framework) gives the foundation to build LLM Agents.
- [bee-code-interpreter](https://github.com/i-am-bee/bee-code-interpreter) runs a user or generated Python code in a sandboxed environment.
- [bee-api](https://github.com/i-am-bee/bee-api) exposes agents via OpenAPI compatible Rest API.
- [bee-ui](https://github.com/i-am-bee/bee-ui) allows you to create agents within your web browser.
- [bee-observe](https://github.com/i-am-bee/bee-observe) and [bee-observe-connector](https://github.com/i-am-bee/bee-observe-connector) help you to trace what you are agents are doing.

![architecture](https://raw.githubusercontent.com/i-am-bee/bee-stack/refs/heads/assets/docs/assets/architecture.svg)

## 🔧 Pre-requisities
**[Docker](https://www.docker.com/)** or similar container engine including docker
compose ([Rancher desktop](https://docs.rancherdesktop.io/) or [Podman](https://podman.io/))
> ⚠️ IMPORTANT: Make sure your VM has at least 8GB of RAM configured

> ⚠️ Warning: A **rootless machine is not supported** (e.g. if you use podman,
> [set your VM to rootful](https://docs.podman.io/en/stable/markdown/podman-machine-set.1.html#examples))

## 🏃‍♀️ Usage

### Inital setup
```shell
git clone https://github.com/i-am-bee/bee-stack.git
cd bee-stack
# Run setup script to configure LLM provider and start the stack
./bee-stack.sh setup
```

### Commands
You can use the following commands
```shell
./bee-stack.sh start # start the stack (this can take a while)
./bee-stack.sh stop  # stop the stack without removing data
./bee-stack.sh clean # remove data
./bee-stack.sh setup # reconfigure (e.g. to switch LLM provider)
```
Once started you can find use the following URLs:

- bee-ui: http://localhost:3000
- mlflow: http://localhost:8080
- bee-api: http://localhost:4000 (for direct use of the api, use apiKey `sk-testkey`)
- list all open ports: `docker compose ps --format "{{.Names}}: {{.Ports}}"`

##  ⛓️‍💥 Troubleshooting
Please see our [troubleshoting guide](docs/troubleshooting.md) for help with the most common issues.

> If you run through the troubleshooting guide and bee-stack is still crashing, please collect
> the logs using `./bee-stack.sh logs` and submit them to a new issue at:
> https://github.com/i-am-bee/bee-agent-framework/issues/new?template=run_stack_issue.md

## 👷 Advanced

### Custom models
To create a bee with a custom model other than the default for the provider, you can use the API 
through [bee-python-sdk](https://github.com/i-am-bee/bee-python-sdk) or directly:

```shell
curl -X POST \
  "${BEE_API:-localhost:4000}/v1/assistants" \
  -H "Authorization: Bearer ${BEE_API_KEY:-sk-proj-testkey}" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "my bee with a custom model",
    "model": "meta-llama/llama-3-1-8b-instruct"
  }'
```
You can then find edit the bee in the UI (assign tools, role, etc.)

### Update user's name

```shell
curl -X PUT \
  "http://localhost:4000/v1/users" \
  -H "Authorization: Bearer eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJ0ZXN0IiwicHJlZmVycmVkX3VzZXJuYW1lIjoiVGVzdCBVc2VyIiwiZW1haWwiOiJ0ZXN0QGVtYWlsLmNvbSIsImlhdCI6MTUxNjIzOTAyMiwiaXNzIjoiaHR0cHM6Ly9sb2NhbGhvc3QiLCJhdWQiOiJiZWUtdGVzdCJ9.vwkGnl7lBbzJYk6BtoW3VoA3mnNJVI-nDQU8aK7zOH-rkf2pn5cn6CKwpq7enDInIXro8WtBLNZP8Nr8GQIZKahICuP3YrPRmzv7YIW8LuXKnx1hycg5OAtj0OtQi5FYwwCxTYW9pBF2it7XwQSBcW7yYsOrvgs7jVhThCOsavX0YiAROxZIhk1idZT4Pl3egfUI_dy9iBxcn7xocTnos-94wqJNt8oCVgB8ynj75yJFHJbiQ-9Tym_V3LcMHoEyv67Jzie8KugCgdpuF6EbQqcyfYJ83q5jJpR2LiuWMuGsNSbjjDY-f1vCSMo9L9-R8KFrDylT_BzLvRBswOzW7A" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "John Doe"
  }'
```

*Note: the JWT token refers to a value of DUMMY_JWT_TOKEN env specified in docker-compose.yml file*

### Manual configuration

If the setup script is not working for you (e.g. you don't have bash installed), you can
configure `.env` manually, have a look at [example.env](example.env) file.

> ⚠️ Warning: If you change providers, the default bee will stop working, because it is configured with a model from the previous provider. You should create a new Bee or remove all data using `docker compose --profile all down --volumes`.

### Advanced docker compose commands
You can use any typical compose commands to inspect the state of the services:
```shell
# Docker
docker compose ps
docker compose logs bee-api

# Podman
podman compose ps
podman compose logs bee-api
```

### For developers
If you are a developer on `bee-api` or `bee-ui` and want to run only the supporting infrastructure,
use the profile `infra`, e.g.:

```shell
./bee-stack.sh start:infra
```

## Contribution guidelines

The Bee Agent Framework is an open-source project and we ❤️ contributions.

If you'd like to contribute to Bee, please take a look at our [contribution guidelines](./CONTRIBUTING.md).

## Contributors

Special thanks to our contributors for helping us improve Bee Agent Framework.

bee-stack

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