Spaces:
Sleeping
Sleeping
| title: NurseLex | |
| emoji: 🏛️ | |
| colorFrom: indigo | |
| colorTo: purple | |
| sdk: gradio | |
| sdk_version: "5.50.0" | |
| app_file: app.py | |
| pinned: true | |
| license: mit | |
| short_description: UK law for mental health & LD nurses | |
| tags: | |
| - nursing | |
| - legal | |
| - mental-health | |
| - nhs | |
| - uk-law | |
| - lex-api | |
| # 🏛️ NurseLex — UK Law for Nurses | |
| **Legal literacy for mental health & learning disability nurses** — powered by the **i.AI Lex API**, a custom UK Gov **[fine-tuned embedding model](https://huggingface.co/i-dot-ai/all-miniLM-L6-v2-UKPGA-6k-finetune)**, and Google Gemini Flash. | |
| ## What It Does | |
| NurseLex helps non-acute NHS nursing staff understand UK healthcare legislation by: | |
| 1. **Searching real UK legislation** via the i.AI Lex API (semantic search across millions of Acts and Statutory Instruments) | |
| 2. **Explaining the law in plain English** using Gemini Flash, tailored for mental health and learning disability nursing | |
| 3. **Citing the exact Act, section, and year** — zero hallucination, grounded in actual statutory text | |
| ## Key Legislation | |
| - Mental Health Act 1983 (Sections 2, 3, 5(4), 17, 117, 135, 136) | |
| - Mental Capacity Act 2005 (Capacity, Best Interests, DoLS) | |
| - Care Act 2014 (Safeguarding, Assessments, Advocacy) | |
| - Human Rights Act 1998 (Articles 5, 8) | |
| - Equality Act 2010 (Reasonable Adjustments) | |
| - Mental Health Units (Use of Force) Act 2018 | |
| - Autism Act 2009 | |
| ## Architecture | |
| ``` | |
| User Query → i.AI UKPGA Embedding Model (Semantic Search) → Local Statutory Cache → Gemini Flash → Plain English + Citations | |
| ``` | |
| All legislation data comes from the **[i.AI Lex](https://lex.lab.i.ai.gov.uk/)** bulk datasets (Crown Copyright, Open Government Licence v3.0). | |
| Semantic search capabilities are powered locally using the `i-dot-ai/all-miniLM-L6-v2-UKPGA-6k-finetune` sentence transformer, specifically trained on UK Public General Acts. | |
| ## Built By | |
| **NurseCitizenDeveloper** — NHS Registered Nurse (Learning Disabilities) building open-source AI tools for nursing. | |
| - 🌐 [AI Educator Toolkit](https://clinical-quality-intelligence.github.io/nursing-ai-toolkit/) | |
| - 🤗 [Hugging Face](https://huggingface.co/NurseCitizenDeveloper) | |
| ======= | |
| --- | |
| title: NurseLex | |
| emoji: 🏛️ | |
| colorFrom: indigo | |
| colorTo: purple | |
| sdk: gradio | |
| sdk_version: "5.50.0" | |
| app_file: app.py | |
| pinned: true | |
| license: mit | |
| short_description: UK law for mental health & LD nurses | |
| tags: | |
| - nursing | |
| - legal | |
| - mental-health | |
| - nhs | |
| - uk-law | |
| - lex-api | |
| --- | |
| # 🏛️ NurseLex — UK Law for Nurses | |
| **Legal literacy for mental health & learning disability nurses** — powered by the [i.AI Lex API](https://lex.lab.i.ai.gov.uk/) and Google Gemini Flash. | |
| ## What It Does | |
| NurseLex helps non-acute NHS nursing staff understand UK healthcare legislation by: | |
| 1. **Searching real UK legislation** via the i.AI Lex API (semantic search across millions of Acts and Statutory Instruments) | |
| 2. **Explaining the law in plain English** using Gemini Flash, tailored for mental health and learning disability nursing | |
| 3. **Citing the exact Act, section, and year** — zero hallucination, grounded in actual statutory text | |
| ## Key Legislation | |
| - Mental Health Act 1983 (Sections 2, 3, 5(4), 17, 117, 135, 136) | |
| - Mental Capacity Act 2005 (Capacity, Best Interests, DoLS) | |
| - Care Act 2014 (Safeguarding, Assessments, Advocacy) | |
| - Human Rights Act 1998 (Articles 5, 8) | |
| - Equality Act 2010 (Reasonable Adjustments) | |
| - Mental Health Units (Use of Force) Act 2018 | |
| - Autism Act 2009 | |
| ## Architecture | |
| ``` | |
| User Question → Lex API (semantic search) → Statutory Text → Gemini Flash → Plain English + Citations | |
| ``` | |
| ## Data Source | |
| All legislation data comes from the **[i.AI Lex API](https://lex.lab.i.ai.gov.uk/)** — an official UK Government service. Crown Copyright, Open Government Licence v3.0. | |
| ## Built By | |
| **NurseCitizenDeveloper** — NHS Registered Nurse (Learning Disabilities) building open-source AI tools for nursing. | |
| - 🌐 [AI Educator Toolkit](https://clinical-quality-intelligence.github.io/nursing-ai-toolkit/) | |
| - 🤗 [Hugging Face](https://huggingface.co/NurseCitizenDeveloper) | |
| >>>>>>> a4e257b16d56f80612b7c9ac6d2e7c198fef5bb6 | |