https://github.com/pmutua/drf_csv_xlsx_file_upload

Demo Django (Django Rest Framework) API uploads .csv/.xlsx for bulk data, queries via text for accurate results. Integrated with OpenAI using Langchain library. Watch full implementation via this video below.
https://github.com/pmutua/drf_csv_xlsx_file_upload

api-rest bulk-inserts csv csv-files csv-reading django django-framework django-rest-framework djangorestframework langchain langchain-python openai-api pandas pandas-projects python python-project python3 uploading-files xlsx-files

Last synced: about 1 month ago
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Demo Django (Django Rest Framework) API uploads .csv/.xlsx for bulk data, queries via text for accurate results. Integrated with OpenAI using Langchain library. Watch full implementation via this video below.

• Host: GitHub
• URL: https://github.com/pmutua/drf_csv_xlsx_file_upload
• Owner: pmutua
• Created: 2019-05-20T07:33:26.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2023-11-11T05:11:09.000Z (over 1 year ago)
• Last Synced: 2025-03-23T23:26:48.840Z (about 2 months ago)
• Topics: api-rest, bulk-inserts, csv, csv-files, csv-reading, django, django-framework, django-rest-framework, djangorestframework, langchain, langchain-python, openai-api, pandas, pandas-projects, python, python-project, python3, uploading-files, xlsx-files
• Language: JavaScript
• Homepage: https://www.youtube.com/watch?v=gXYvhHocz84&t=4333s
• Size: 1.34 MB
• Stars: 14
• Watchers: 1
• Forks: 3
• Open Issues: 3
• Metadata Files:
  • Readme: README.md

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README

        
# Drf File Upload

API allows a user to upload `.csv` & `xlsx` files containing patient names and emails then load the data into the database. Query Database and csv data with langchain.

Requirements:

```bash

Python >=3.0

Django==3.0

djangorestframework==3.14.0

pandas==2.0.3

langchain==0.0.229

openai

tabulate

```

## Features

- Uploading a file.

- Import works only for *.csv or *.xlsx files.

- Show error message if one tries to upload files in other formats.

- Show response when the import is done

- Show response if import wasn't done and the reason why.

- List all patients after the file has been uploaded.

- Query Database with LLM

- Query CSV with LLM

## Usage

Run:

`python manage.py makemigrations`

`python manage.py migrate`

### Create User

`python manage.py createsuperuser` follow prompt

### Making a POST request

 

 

![alt text](/static/postman01.PNG)

#### View the new data seeded

 

 

![alt text](/static/postman03.PNG)

#### TODO

- Show error message if the file is corrupted.

#### Author

Philip Mutua