https://github.com/mewmix/llama-index-flask-demo

A Flask Server Demo Application showing off some llama-index LLM prompt magic, including file upload and parsing :)
https://github.com/mewmix/llama-index-flask-demo

ai chat-gpt flask language-model llama-index llm open-ai prompt-engineering python server

Last synced: 14 days ago
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A Flask Server Demo Application showing off some llama-index LLM prompt magic, including file upload and parsing :)

• Host: GitHub
• URL: https://github.com/mewmix/llama-index-flask-demo
• Owner: mewmix
• Created: 2023-03-01T05:07:31.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-03-01T06:15:32.000Z (almost 2 years ago)
• Last Synced: 2024-12-04T04:33:22.980Z (about 2 months ago)
• Topics: ai, chat-gpt, flask, language-model, llama-index, llm, open-ai, prompt-engineering, python, server
• Language: Python
• Homepage:
• Size: 98.6 KB
• Stars: 20
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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• jimsghstars - mewmix/llama-index-flask-demo - A Flask Server Demo Application showing off some llama-index LLM prompt magic, including file upload and parsing :) (Python)

README

        

# llama-index flask demo

### Screenshots







### Notes

Implementing https://github.com/jerryjliu/gpt_index and their connectors (in this example twitter from [llama-hub](https://llamahub.ai/)  [twitter_loader](https://github.com/emptycrown/llama-hub/tree/main/loader_hub/twitter) in a flask application for prototyping and demo. Needs more work for additional prompt saving. Credits to [jdan](https://github.com/jdan/98.css ) for the CSS.

### Requires OpenAI API Key & Twitter Developer Key (Bearer Token)

## install

```

git clone https://github.com/mewmix/llama-index-flask-demo && cd llama-index-flask-demo

pip install -r requirements.txt

```

## edit the server.py file with your keys and then run.

```

python3 server.py

```

### Go to  browser

http://127.0.0.1:5000/

### example prompt

```

What would be a trendy summary tweet based on this user? 

```

### File upload requires data (supporting docx) in the /data/ folder

# llama-index-flask-demo