HackZurich 2023: Knowledge is a power
We are excited to present our innovative solution tailored for Sika Company.
The Challenge
Large international companies, like Sika, generate enormous volumes of data, including data sheets, reports, emails, and more. This data often comes in various languages and formats, making it incredibly challenging to manage and utilize effectively.
Our Solution
Our solution leverages the latest advancements in artificial intelligence to transform how we interact with complex data sets. Traditional methods often involve labor-intensive manual work, which is both time-consuming and costly. Our AI-driven approach offers a significant improvement.
Key Features
- Data Transformation:
- We extract specific types of data from raw sources, including text, images, tables, and more.
- This data is then converted into embeddings, enabling sophisticated processing and analysis.
- Combined Search:
- Our machine learning models efficiently handle text and user requests.
- We are continually improving our models to better understand and process structured data, such as tables, graphics, and user information.
- Prompt Engineering:
- By combining data using prompt engineering, we enhance our large language models’ ability to provide accurate answers without the need for extensive training.
- Each answer is enriched with links, ensuring users can verify and access the correct information.
User Interaction
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Chat Interface:
- Users can create a new chat and ask questions in natural language.
- The responses provided include links to the source documents, ensuring transparency and reliability.
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Multilingual Support:
- Our system supports multiple languages, allowing users to switch languages seamlessly and ask additional questions as needed.
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History and Review:
- Users can view previous chats on the left side of the interface, making it easy to review past interactions at any time.
The Tech Stack
Our robust stack ensures that our solution remains efficient and reliable, even when handling vast amounts of data. Unlike humans, our AI-powered robot never gets tired, ensuring continuous and accurate performance.
We are thrilled to bring this solution to Sika Company and look forward to seeing the transformative impact it will have on their data management processes. Stay tuned for more updates as we continue to refine and expand our capabilities.
Links
GitHub: https://github.com/siriusfreak/hack-zurich-2023
Presentation: https://docs.google.com/presentation/d/1ZZQ2qGtUYMsVFxJLaU_YlnTFblaRH6Qw1q2TPyCt2eI