FADE is a project aimed at detecting fallacies in various forms of speech. Upgrading and optimizing this tool will enable the identification of unethical, manipulative, and persuasive discourse from politicians, influencers, and even our friends and families.
Project description
FADE: Empowering everyone to detect fallacies in real time with ease!
[Our Website] | [Our Research Website] | [pré-print FADE paper]
Overview
FADE is a project aimed at detecting fallacies in various forms of speech. Upgrading and optimizing this tool will enable the identification of unethical, manipulative, and persuasive discourse from politicians, influencers, and even our friends and families.
Roadmap
- Implement a video-transcription feature
- Optimize current prompt system
- Fine-tune a LLM to test if the results are better
Installation
We recommend setting up a virtual environment before starting to work with FADE:
- Create a virtual environment:
python -m venv .venv
- Activate your virtual environment:
.\.venv\Scripts\activate
To begin using our library, simply install it via pip:
pip install fade
Setting Up FADE
Before running the bellow script create a .env
file and place your API Key inside it: GROQ_API_KEY="your_api_key"
.
Simple detection in string
from src.fade.fallacy_detector import detect_fallacy
phrase = "I'm better than you because I'm taller than you"
print(detect_fallacy(phrase))
Simple detection in speech-to-text
For this feature you have to setup you google cloud feature first and your google-cloud-speech api.
import sys
import os
sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))
from src.fade.transcription_features.live_transcription import main as lt
from src.fade.fallacy_detector import *
text = lt()
print(detect_fallacy(text))
Contribuition
FADE is open-source and we welcome contributions. If you're looking to contribute, please:
- Fork the repository.
- Create a new branch for your feature.
- Add your feature or improvement.
- Send a pull request.
Issue Reporting
If you encounter any problems while using our library, please don't hesitate to create an issue on GitHub. When reporting issues, please provide as much detail as possible, including:
- Steps to reproduce the issue
- Expected behavior
- Actual behavior
- Any error messages or stack traces
Your feedback is valuable to us and will help improve the library for everyone. Thank you for contributing to the project!
Contact Us
If you have any questions, suggestions, or feedback regarding FADE, please feel free to reach out to us:
- Email: diogofranciscop@hotmail.com
- Email: duarte.gcgcomes@gmail.com
We are committed to improving FADE based on your input and look forward to hearing from you!
Ackonwledgments
A heartfelt thank you to all the contributors of the Fallacie score board repo. Your dedication and hard work have been instrumental in making this project possible. We deeply appreciate the entire community's support and involvement.
License
FADE is released under the MIT License.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Hashes for python_fade-0.0.1-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a06ae92c5b557ad9e949d90a41e27902dd8b2fdb1ee946febb724cdff5b8ae7e |
|
MD5 | ef88ed2a4f78220bab0c1207ee5a4c1c |
|
BLAKE2b-256 | 53f58c8732cdd8179be546e35b3a3fefd08b8376bdba6c21721fc1c52aa1a7e5 |