GPTs Works is a Third-party GPTs store.

## Introduction

This project consists of the following three parts👇

1. Website

code located in the `web` directory.

you can view a live demo at: [https://gpts.works](https://gpts.works)

![Website](https://ph-files.imgix.net/45d5eb41-849f-415b-91da-079b6e32946e.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&fit=max&dpr=2)

2. Index System

code located in the `index` directory.

index system is used for searching GPTs with vector.

there is a GPTs built with index system: [https://chat.openai.com/g/g-EBKM6RsBl-gpts-works](https://chat.openai.com/g/g-EBKM6RsBl-gpts-works)

![GPTs](https://ph-files.imgix.net/f12174a9-085c-42d0-8f0d-06013cd17c7b.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&fit=max&dpr=2)

3. Browser Extension

code located in the `extension` directory.

browser extension is used to show Third-party GPTs beside ChatGPT Explore page.

![Extension](https://ph-files.imgix.net/e43df90d-f55f-4dee-b121-5051710397bd.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&fit=max&dpr=2)

## Dependencies

- [Vercel](https://vercel.com/): used for deploying website
- [Vercel Storage Postgres](https://vercel.com/docs/storage/vercel-postgres): used for storing data.
- [Zilliz Cloud](https://cloud.zilliz.com/): used for vector storing and searching

## Quick start

### Clone project

```shell
git clone https://github.com/all-in-aigc/gpts-works.git path-to-project
```

### Prepare data

1. create table in your postgres database with sql:

```sql
CREATE TABLE gpts (
    id SERIAL PRIMARY KEY,
    uuid VARCHAR(255) UNIQUE NOT NULL,
    org_id VARCHAR(255),
    name VARCHAR(255),
    description TEXT,
    avatar_url TEXT,
    short_url VARCHAR(255),
    author_id VARCHAR(255),
    author_name VARCHAR(255),
    created_at timestamptz,
    updated_at timestamptz,
    detail JSON,
    index_updated_at INT NOT NULL DEFAULT 0
);
```

2. insert your own GPTs data into your postgres database

### Start with Website

1. locate a .env file in dir `path-to-project/web` with content:

```
POSTGRES_URL="postgres://default:xxx@xxx.postgres.vercel-storage.com/verceldb"

INDEX_API_BASE_URI="http://127.0.0.1:8068"
INDEX_API_KEY="gsk-xxx"
```

2. install dependencies

```shell
pnpm install
```

3. start web server

```
make dev
```

4. preview website

open `http://localhost:8067` 

### Start with Index System

1. locate a .env file in `path-to-project/index` with content

```
DATABASE_URL=postgres://default:xxx@xxx.postgres.vercel-storage.com:5432/verceldb

AZURE_API_KEY=xxx  
AZURE_API_BASE=https://xxx.openai.azure.com/
AZURE_API_VERSION=2023-07-01-preview
AZURE_LLM_MODEL=gpt-35-turbo-16k
AZURE_EMBED_MODEL=text-embedding-ada-002

STORE_TYPE=zilliz
STORE_URI=https://xxx.zillizcloud.com
STORE_TOKEN=xxx
STORE_DIM=1536
STORE_COLLECTION=gpts

INDEX_API_KEY=gsk-xxx
```

2. install dependencies

```shell
pip install -r requirements.txt
```

3. start api server

```
make dev
```

4. build index for gpts data

```
curl -X POST -H "Authorization: Bearer gsk-xxx" http://127.0.0.1:8068/gpts/index 
```

5. search gpts from index

```
curl -X POST -H "Authorization: Bearer gsk-xxx" -H "Content-Type: application/json" -d '{"question": "What GPTs are used for coding?"}' http://127.0.0.1:8068/gpts/index 
```

### Start with Extension

goto `path-to-project/extension`

1. install dependencies

```
pnpm install
```

2. start server

```
make dev
```

3. debug extension

open `chrome://extensions/`, click `Load unpacked`

## Thanks to

- [GPTs Hunter](https://www.gptshunter.com) for sharing gpts-data 
- [next.js](https://github.com/vercel/next.js) for web deployment
- [fastapi](https://github.com/tiangolo/fastapi) for building index system
- [plasmo](https://github.com/PlasmoHQ/plasmo) for browser extension development

> if this project is helpful to you, buy me a coffee😄

<a href="https://www.buymeacoffee.com/idoubi" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/default-orange.png" alt="Buy Me A Coffee" height="41" width="174"></a>

