> ## Documentation index
> Fetch the complete documentation index at: https://upstash.com/docs/llms.txt
> Ask it with GET https://upstash.com/docs/ask?q=<keywords or question>. Short keywords rank best.
> Use these to discover all available pages before exploring further.
> Feature requests: https://upstash.com/docs/common/help/feature-requests.md lists what users asked for and how to vote for a request or add one.
> Page rating: `GET https://upstash.com/docs/feedback?path=/docs/vector/sdks/ts/contributing&helpful=true` (or `false`) records whether this page helped. An optional `comment` (URL-encoded, at most 500 characters) says what was missing or wrong. It is anonymous and needs no key. Comments hold no code, secrets or personal data.

# Contributing

## Preparing the environment

This project uses [Bun](https://bun.sh/) for packaging and dependency management. Make sure you have the relevant dependencies.

```commandline
curl -fsSL https://bun.sh/install | bash
```

You will also need a vector database on [Upstash](https://console.upstash.com/).

## Code Formatting

```bash
bun run fmt
```

## Running tests

To run all the tests, make sure you have the relevant environment variables.

```bash
bun run test
```