| --- |
| title: Nursing Knowledge Base |
| emoji: 📖 |
| colorFrom: blue |
| colorTo: green |
| sdk: docker |
| app_file: streamlit_app.py |
| pinned: false |
| license: mit |
| --- |
| |
| # Nursing Knowledge Base |
|
|
| A living, LLM-maintained knowledge wiki for nursing education — built for the **Nursing Citizen Development Organisation**. |
|
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| Inspired by [Karpathy's LLM Wiki pattern](https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f): you add raw sources, Claude builds and maintains the structured knowledge base. |
|
|
| ## Features |
|
|
| | Tab | What it does | |
| |-----|-------------| |
| | 📚 **Browse Wiki** | Read 14+ pre-loaded nursing articles across 6 categories | |
| | ➕ **Add Sources** | Paste NICE guidelines, NMC documents, research papers | |
| | 🔨 **Compile** | Claude integrates sources into the wiki — updating, cross-referencing, and creating articles | |
| | 💬 **Ask** | Natural language Q&A answered from the wiki with citations | |
| | 🔍 **Health Check** | Claude audits the wiki for contradictions, gaps, and suggests new articles | |
| | 📋 **Log** | Append-only record of every operation | |
|
|
| ## Pre-loaded Wiki Content |
|
|
| - **Standards**: NMC Code (2018), NMC Standards of Proficiency (2018) |
| - **Clinical**: ABCDE Assessment, NEWS2, ADPIE Nursing Process |
| - **Pharmacology**: Nine Rights of Medication Administration, Drug Calculations |
| - **Evidence**: PICO Framework, Evidence-Based Practice (5 Steps) |
| - **Frameworks**: Person-Centred Care, McCormack & McCance |
| - **Safety**: Infection Prevention & Control, Duty of Candour |
| - **Law**: Mental Capacity Act 2005, Safeguarding Adults & Children |
|
|
| ## How to Use |
|
|
| 1. Browse the starter wiki — no API key required |
| 2. Enter your [Anthropic API key](https://console.anthropic.com) in the sidebar (BYOK — never stored) |
| 3. Add sources (NICE guidelines, NMC docs, research papers) |
| 4. Click **Compile** — Claude integrates them into the wiki |
| 5. Use **Ask** to query the wiki in natural language |
| 6. **Export** your wiki as a ZIP or JSON to save progress between sessions |
|
|
| ## The LLM Wiki Pattern |
|
|
| > "Raw data from a given number of sources is collected, then compiled by an LLM into a .md wiki, then operated on by various CLIs by the LLM to do Q&A and to incrementally enhance the wiki." |
| > — Andrej Karpathy |
|
|
| This tool adapts that pattern specifically for nursing education: |
| - Sources are clinical guidelines, NMC standards, and research papers |
| - The wiki is structured around NMC Proficiency platforms |
| - Q&A is grounded in UK nursing frameworks (NICE, NMC, NHS, BNF) |
| - Health checks flag clinical safety gaps and outdated content |
|
|
| ## Clinical Disclaimer |
|
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| > This tool supports but does not replace clinical judgment. Always verify with authoritative sources (BNF, NICE, local trust guidelines, NMC). This wiki is for educational purposes only. |
|
|
| ## Stack |
|
|
| - [Streamlit](https://streamlit.io) — UI |
| - [Anthropic Claude](https://anthropic.com) — Wiki compilation, Q&A, health checks (BYOK) |
| - No external data APIs — all AI features use your own Anthropic key |
| - Export wiki as ZIP (Obsidian-compatible markdown) or JSON |
|
|
| ## Part of CQAI |
|
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| Built by [Clinical Quality Artificial Intelligence](https://github.com/Clinical-Quality-Artifical-Intelligence) — open-source nursing education tools aligned with NMC Standards. |
|
|
| Other tools in the suite: |
| - [EBP Research Tool](https://huggingface.co/spaces/NurseCitizenDeveloper/nursing-ebp-tool) |
| - [Drug Card Generator](https://huggingface.co/spaces/NurseCitizenDeveloper/nursing-drug-cards) |
| - [NCLEX Prep](https://huggingface.co/spaces/NurseCitizenDeveloper/nclex-prep) |
| - [Medication Safety Checker](https://huggingface.co/spaces/NurseCitizenDeveloper/medication-safety) |
| - [Wound Assessment Tool](https://huggingface.co/spaces/NurseCitizenDeveloper/nursing-wound-assessment) |
|
|
