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1 |
| -# ai-processor |
| 1 | +# `DB` [AI Processor][https://github.com/app-generator/ai-processor] |
| 2 | + |
| 3 | +Simple tool that extracts information from an SQLite source using human language queries. The stack uses a NextJs frontend and a Django (API) for users management and OpenAI interface. |
| 4 | + |
| 5 | +<br /> |
| 6 | + |
| 7 | +> Download Sources: private repository, for access contact [AppSeed](https://appseed.us/) |
| 8 | +
|
| 9 | +```bash |
| 10 | +$ git clone https://github.com/app-generator/priv-ai-processor.git |
| 11 | +$ cd priv-ai-processor |
| 12 | +``` |
| 13 | + |
| 14 | +<br /> |
| 15 | + |
| 16 | +> **Django** Backend |
| 17 | +
|
| 18 | +Edit `backend-Django/.env` and add you own `OpenAI API KEY`. |
| 19 | + |
| 20 | +```bash |
| 21 | +$ cd backend-Django # change DIR to the backend code |
| 22 | +$ virtualenv env # create a new virtual environment |
| 23 | +$ source env/bin/activate # activate the VENV |
| 24 | +$ pip install -r requirements.txt # install modules |
| 25 | +$ python manage.py makemigrations # migrate DB |
| 26 | +$ python manage.py migrate # apply DB changes |
| 27 | +$ python manage.py runserver # Start the development Server |
| 28 | +``` |
| 29 | + |
| 30 | +The backend starts on Django's default address: `http://localhost:8000` |
| 31 | + |
| 32 | +<br /> |
| 33 | + |
| 34 | +> **NextJS** UI |
| 35 | +
|
| 36 | +```bash |
| 37 | +$ cd frontend-Nextjs # change DIR to the frontend code |
| 38 | +$ npm install -g next # Install NextJs globally |
| 39 | +$ npm i # install dependencies |
| 40 | +$ npm run dev # Start the development Next Server |
| 41 | +``` |
| 42 | + |
| 43 | +<br /> |
| 44 | + |
| 45 | +## How to use the tool |
| 46 | + |
| 47 | +> Create a new user or authenticate using the default one: |
| 48 | +
|
| 49 | +- **user** : `test` |
| 50 | +- **email** : `test@appseed.us` |
| 51 | +- **password** : `pass` |
| 52 | + |
| 53 | +> Add your own OPEN API Key |
| 54 | +
|
| 55 | +Access the settings page and save your OpenAI API key |
| 56 | + |
| 57 | +> Upload a new SQLite file |
| 58 | +
|
| 59 | +Navigate to the SQLite Uploads file and add a new file. Once uploaded, we can query start quering the database. |
| 60 | + |
| 61 | +> Query the information using OpenAI console |
| 62 | +
|
| 63 | +Here are some query samples: |
| 64 | + |
| 65 | +- `List all tables registered in the database` |
| 66 | +- `List all products starting with the cheapest` |
| 67 | + |
| 68 | +Once another SQLite file is uploaded, we can query other specific questions. |
| 69 | + |
| 70 | +<br /> |
| 71 | + |
| 72 | +## License |
| 73 | + |
| 74 | +[@EULA](https://github.com/app-generator/license-eula) |
| 75 | + |
| 76 | +<br /> |
| 77 | + |
| 78 | +--- |
| 79 | +`DB` [AI Processor][https://github.com/app-generator/ai-processor] - AI/ML Starter provideed **[AppSeed](https://appseed.us)**. |
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