Interactive Prototype
Testing
Retrieval-Augmented Generation (RAG)
- “make contextual decisions on-the-fly, thereby opening up a more dynamic and responsive way to handle knowledge search tasks” Dewy (2024)
Prototype Development
– tools used: qr generator in Canva postman for API testing
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Google Chrome has 3.45 billion users Anon (2023)
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Retrieval-Augmented Generation (RAG) to enhance AI content with domain-spefic (close-to realtime) knowledge.
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technique first proposed by researchers at META (Lewis et al., 2020) some RAG benefits include [Gao et al. (2023);]
Prototype architecture
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Google Chrome browser extension
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ApI microservice
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Ziran AI
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AI backend
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Ratings API
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Redis testing ai results
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Redis Page cache / from page / separate scraping service
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documentation: GreenFilter: thesis website / github
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Ai Api got / claude
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Stock ratings API
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Community ratings api
70 qeustions questionairw - use report ID to do anonymois teating - page tracking to track the usage - 7 app wuestions - 63 pwrsonality wuestion