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Set up closed secure system for using ai to summarize medical records on google tech stack
Build a simple internal use closed system on google tech stack to summarize and ai query medical records with a basic UI so no raw code has to be used. this is the gpt discussion and recs. Yes! You can **completely automate the data extraction** and **build a simple UI** that allows you to **query medical records like NotebookLM or GPT—without writing raw code queries**. Here’s how to do it step by step. --- # **1️⃣ Key Goals** ✅ **Automate medical record processing** (no manual queries). ✅ **Extract & store data in a HIPAA-compliant way** (no raw data handling). ✅ **Build a simple UI to query and summarize records** (like NotebookLM/GPT). ✅ **Allow multiple users (doctors, staff) to search & retrieve patient records easily**. --- # **2️⃣ Recommended No-Code/Low-Code UI Options** Instead of coding a full UI from scratch, we can **use drag-and-drop tools** that integrate with Google Cloud: | **Option** | **Best For** | **Pros** | **Cons** | |-----------|-------------|----------|----------| | **Retool** | Internal dashboards for **doctors/admins** | ✅ Drag-and-drop UI✅ Connects to BigQuery, Med-PaLM 2, and Google Docs | ❌ Not ideal for public-facing apps | | **Appsmith (Self-hosted)** | Internal tool, fully customizable UI | ✅ Open-source, customizable | ❌ Requires light setup | | **Bubble.io** | Web-based patient portals | ✅ No-code, API-friendly | ❌ Slower for large datasets | | **Google AppSheet** | Mobile-friendly doctor UI | ✅ Google-native, easy setup | ❌ Limited design customization | | **Streamlit** | Simple query interface | ✅ Fast, Python-based | ❌ Requires small Python script | --- # **3️⃣ Fully Automated Workflow (No Code)** Here’s how to **automate the entire process** from **uploading PDFs to querying AI summaries** inside a **user-friendly UI**. --- ## **