| title | emoji | colorFrom | colorTo | sdk | sdk_version | app_file | pinned | license |
|---|---|---|---|---|---|---|---|---|
SureRAG |
🔬😬 |
yellow |
green |
gradio |
4.1.1 |
app.py |
false |
mit |
Welcome to the SureRAG repository, your go-to solution for automating and validating high-quality, engaging content with the power of AI. SureRAG combines advanced retrieval-augmented generation (RAG) with Vectara's hallucination check mechanism (HHME) to ensure your content is not only compelling but also accurate and trustworthy. Ideal for businesses looking to enhance their online reputation through consistent, validated content publication on platforms like Twitter.
This repository contains a simple requirements.txt for managing dependencies and an app.py file that launches a Gradio interface, making it incredibly user-friendly to interact with the SureRAG system.
Before you begin, ensure you have Python installed on your system. This project is built to be compatible with Python 3.6 and above.
- Clone this repository to your local machine:
git clone https://github.com/YourUsername/SureRAG.git
cd SureRAG- Install the required dependencies:
pip install -r requirements.txtTo start the Gradio interface and interact with SureRAG:
python app.pyThis command launches a local web server. Open the link provided in your terminal to access the Gradio interface through your web browser.
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Input Your Content Requirements: Through the Gradio interface, input the topic or keywords related to the content you wish to generate.
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Content Generation and Validation: SureRAG utilizes Vectara's RAG retrieval, reranking, and summarization to source relevant content. It then generates engaging content based on these insights. Each piece undergoes a thorough check with Vectara's HHME to ensure accuracy and prevent misinformation.
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Review and Publish: The final step is to review the generated content. Once satisfied, you can directly publish to platforms like Twitter or use the content as needed for your business.
- Automated Content Creation: Streamline your content creation process with AI, from ideation to publication.
- Accuracy and Trustworthiness: With Vectara's HHME, ensure your content is free from inaccuracies.
- Easy to Use: The Gradio interface makes it simple for anyone to generate and validate content without technical expertise.
- Customizable: Tailor the content generation process to fit your specific business needs and audience.
###Contributing We welcome contributions! If you have suggestions for improvements or bug fixes, please feel free to fork the repository and submit a pull request.
Distributed under the MIT License. See LICENSE for more information.
Project Link: https://huggingface.co/spaces/Tonic/SureRAG
SureRAG: Where Content Meets Credibility.
Join us in redefining digital content creation.