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What is this app?
This app is designed to leverage AI for completing security questionnaires for Field Services. Unlike Copilot Chat, which focuses on software development, this app uses custom context and a different Retrieval-Augmented Generation (RAG) pattern to better suit its specific task.
This is a working prototype that will receive updates soon. It is functional and ready for use, and feedback is encouraged. Please send feedback to: @davelacy.
Models
The app runs the following models:
- all-MiniLM-L6-v2 with ONNX weights: Runs directly in your browser, optimized for size and performance.
- Llama 3.1 8B Instruct: Uses Azure API via free model endpoints hosted on GitHub due to its large size.
Last built at: 2024-10-02T17:31:25Z (UTC)
Data Processing
- RAG: Performs dot product + cosine similarity search on your browser's local storage.
- Server-side processing: Conducted via a GitHub Action once per week on Sunday nights, with the option to manually trigger a data processing job via
workflow_dispatch.
Security
This app is hosted on an internal GitHub Page and is only accessible to GitHub employees with access to the repository.