ChatGPT-Python-Applications
FreeA collection of Python web apps.
FreeFree tier
Inputs: text, audioOutputs: text, audio
About ChatGPT-Python-Applications
A comprehensive collection of open-source Python applications built around the ChatGPT language model, demonstrating a wide range of use cases from simple chatbots to advanced natural language processing. Each standalone application is well-documented and easy to integrate, covering email automation, custom chatbots, speech-to-text, fine-tuning GPT on custom data, voice assistants, web scraping summarization, and vector database handling for large text files. The repository is designed for developers to explore and integrate ChatGPT with third-party libraries, with clear setup instructions and a focus on versatility.
Key Features
Email automation for news briefing and blogging from custom senders
Custom chatbot that can perform tasks like script writing
Speech-to-text conversion using Whisper API
Fine-tune ChatGPT on custom data and query the trained model
Voice assistant with audio input/output via ChatGPT and WhisperAPI
Web scraping and content summarization tool
Train ChatGPT to imitate user perspective
Vector database integration to handle large text files and avoid token limits
Pros & Cons
Pros
- Open-source and free to use (only requires OpenAI API key)
- Well-documented with clear setup instructions and a setup video
- Demonstrates multiple practical integrations of ChatGPT with third-party libraries
- Easy to install via pip requirements and API key configuration in pass.yml
- Actively maintained with contributions welcome
Cons
- Some applications are still under development (codes not yet uploaded)
- Requires an OpenAI API key, which incurs usage costs
- Limited to Python ecosystem; no cross-language support mentioned
- Setup involves manual API key configuration
Best For
Automate email news briefing and content generationBuild custom task-specific chatbots (e.g., script writer)Convert audio recordings to text using WhisperTrain ChatGPT on proprietary data for question answeringCreate a voice assistant with natural language and speech capabilitiesScrape websites and summarize key contentEnable ChatGPT to mimic a user's writing style or perspectiveProcess large documents by splitting text with vector databases
FAQ
How do I set up the ChatGPT Python Applications?
Star the repository, download the ZIP, open terminal in that location, run 'pip install -r requirements.txt', then paste your OpenAI API keys in the pass.yml file. Alternatively, use 'git clone' to clone the repository.
What applications are included in this repository?
The repository includes: email automation, custom chatbot, whisper speech-to-text, fine-tuned GPT (train on custom data), voice assistant, web scraping summarizer, perspective imitation, and vector database integration. A few additional applications are under development.
Is this project free to use?
Yes, the code is open-source and free. However, using the applications requires an OpenAI API key, which is a paid service from OpenAI.