https://github.com/hungpm372/retrieval-augmented-generation-app
This is a simple app that demonstrates the use of the retrieval-augmented generation model.
https://github.com/hungpm372/retrieval-augmented-generation-app
chroma langchain openai
Last synced: 5 months ago
JSON representation
This is a simple app that demonstrates the use of the retrieval-augmented generation model.
- Host: GitHub
- URL: https://github.com/hungpm372/retrieval-augmented-generation-app
- Owner: hungpm372
- License: mit
- Created: 2024-06-27T04:06:29.000Z (over 1 year ago)
- Default Branch: master
- Last Pushed: 2024-11-05T18:39:35.000Z (11 months ago)
- Last Synced: 2025-03-30T17:51:17.360Z (6 months ago)
- Topics: chroma, langchain, openai
- Language: Python
- Homepage:
- Size: 7.13 MB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# retrieval-augmented-generation-app
This is a simple app that demonstrates the use of the [retrieval-augmented generation](https://arxiv.org/abs/2005.11401) model. The app allows you to enter a query and get a response from the model. The model is fine-tuned on the [Wizard of Wikipedia](https://parl.ai/projects/wizard_of_wikipedia/) dataset.
## Setup
```
pip install poetry
poetry install
```
## Run
```
python main.py
```
## Acknowledgements
- [Hugging Face](https://huggingface.co/)
- [ParlAI](https://parl.ai/)
- [Streamlit](https://streamlit.io/)
- [Wikipedia](https://www.wikipedia.org/)
- [Wizard of Wikipedia](https://parl.ai/projects/wizard_of_wikipedia/)
- [retrieval-augmented generation](https://arxiv.org/abs/2005.11401)
- [Transformers](https://huggingface.co/transformers/)
- [Wikipedia API](https://pypi.org/project/Wikipedia-API/)
## License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.