{"id":29670038,"url":"https://github.com/codewitheshayoutube/vheal_ai","last_synced_at":"2025-07-22T19:06:55.460Z","repository":{"id":303621764,"uuid":"1014961332","full_name":"codewithEshaYoutube/Vheal_AI","owner":"codewithEshaYoutube","description":null,"archived":false,"fork":false,"pushed_at":"2025-07-08T14:34:03.000Z","size":18,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-07-08T15:42:18.075Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/codewithEshaYoutube.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":".github/CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-07-06T18:37:21.000Z","updated_at":"2025-07-08T14:34:06.000Z","dependencies_parsed_at":"2025-07-08T15:43:39.915Z","dependency_job_id":"cf69ee8d-0b21-4b68-b9c6-390bbac886a9","html_url":"https://github.com/codewithEshaYoutube/Vheal_AI","commit_stats":null,"previous_names":["codewitheshayoutube/vheal_ai"],"tags_count":0,"template":false,"template_full_name":"streamlit/blank-app-template","purl":"pkg:github/codewithEshaYoutube/Vheal_AI","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codewithEshaYoutube%2FVheal_AI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codewithEshaYoutube%2FVheal_AI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codewithEshaYoutube%2FVheal_AI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codewithEshaYoutube%2FVheal_AI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/codewithEshaYoutube","download_url":"https://codeload.github.com/codewithEshaYoutube/Vheal_AI/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codewithEshaYoutube%2FVheal_AI/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266554646,"owners_count":23947370,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-07-22T02:00:09.085Z","response_time":66,"last_error":null,"robots_txt_status":null,"robots_txt_updated_at":null,"robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-07-22T19:06:54.874Z","updated_at":"2025-07-22T19:06:55.451Z","avatar_url":"https://github.com/codewithEshaYoutube.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🏥 VHeal AI – Agentic Discharge Copilot for Hospitals\r\n\r\n\u003e 🧠 **Raise Your Hack 2025 – Paris (Online + Onsite)**  \r\n\u003e 🚀 Built with Agentic AI to automate hospital discharge coordination in real time.  \r\n\u003e ❌ No more delays. ✅ More beds, better care, less burnout.\r\n\r\n🔗 **Live Demo:** [https://vheal-ai.streamlit.app](https://vheal-ai.streamlit.app)\r\n\r\n---\r\n\r\n## 🚨 The Problem: Discharge is Broken\r\n\r\nIn major hospitals (e.g. Manhattan, Paris), discharge delays are common due to:\r\n\r\n- Fragmented handoffs between doctors, nurses, pharmacy, billing  \r\n- Manual summaries and outdated checklists  \r\n- No centralized platform to track readiness or progress\r\n\r\nThese issues result in:\r\n\r\n- ❌ Bed Shortages  \r\n- 😫 Staff Burnout  \r\n- 💸 Higher Patient Costs  \r\n- ⏳ Inefficient Care Delivery\r\n\r\n---\r\n\r\n## 💡 Our Solution: VHeal AI\r\n\r\n**VHeal AI** is an **Agentic AI-powered autonomous discharge assistant** that acts like a digital hospital staff member.\r\n\r\n### 👇 What It Does:\r\n- 📍 Detects when patients are ready for discharge  \r\n- 📋 Plans and delegates discharge tasks automatically  \r\n- 🔗 Communicates across departments via APIs \u0026 messaging  \r\n- 📊 Displays progress on a real-time dashboard\r\n\r\n\u003e \"Not reactive. Not rule-based. Truly autonomous.\"\r\n\r\n---\r\n\r\n## 🧠 What Makes It Agentic?\r\n\r\n| 🔍 Capability            | ✅ Description |\r\n|--------------------------|----------------|\r\n| **Trigger-Based Autonomy** | Starts when a patient is marked \"Ready for Discharge\" |\r\n| **Multi-Step Reasoning**   | Validates discharge: vitals, meds, labs, signatures |\r\n| **Delegated Communication**| Notifies departments like billing, transport, pharmacy |\r\n| **Tool Use \u0026 Memory**      | Uses EMR, staff calendars, previous discharge summaries |\r\n| **Multimodal Interaction** | Operates via dashboard, APIs, WhatsApp, and email |\r\n\r\n---\r\n\r\n## 🔧 Core Features\r\n\r\n- 🧾 **Auto-generated summaries** (GPT-4o, Claude 3, Mistral)  \r\n- ✅ **Checklist Agent** – Labs, meds, vitals  \r\n- 📞 **Smart Alerts** – WhatsApp, Email, SMS to departments  \r\n- 📆 **Discharge Scheduling** – Room + transport availability  \r\n- 📊 **Live Dashboard** – Tracks every agent and staff action  \r\n- 🧠 **Planning Chains** – CrewAI + LangChain multi-agent flow\r\n\r\n---\r\n\r\n## 🖼️ Product Snapshots\r\n\r\n### 📊 Agent Dashboard\r\n![Dashboard](Dashboard%20(2).jpg)\r\n\r\n\r\n---\r\n\r\n### 📈 Discharge Analytics View\r\n\r\n![Analytics](Analytics.jpg)\r\n\r\n---\r\n\r\n### 💡 Features Overview\r\n\r\n![Features](features.jpg)\r\n\r\n---\r\n\r\n## 🛠️ Tech Stack\r\n\r\n| Layer         | Tools |\r\n|---------------|-------|\r\n| **LLMs \u0026 Agents** | GPT-4o, Claude 3, Mistral, LangChain, CrewAI |\r\n| **Backend**   | FastAPI / Node.js |\r\n| **Frontend**  | React.js / Streamlit |\r\n| **Database**  | MongoDB / Firebase |\r\n| **Messaging** | Twilio, WhatsApp Business API |\r\n| **RAG Layer** | Vectara / Weaviate (optional) |\r\n\r\n---\r\n\r\n## 👥 Team VHeal – [LabLab.ai IDs]\r\n\r\n| Name              | ID                   | Role                             |\r\n|-------------------|----------------------|----------------------------------|\r\n| **Eesha Tariq**   | `eesha_tariq899`     | AI Engineer – Agent Logic, LLMs  |\r\n| **Aroob Mushtaq** | `aroobmushtaq818`    | Backend Dev – API Integration    |\r\n| **Arfa Tariq**    | `Arfah_t`            | Researcher – Clinical Workflows  |\r\n| **Zeeshan Tariq** | `zeeshantariqpkn`    | Data Scientist – RAG \u0026 Planning  |\r\n| **Waqar Ahmed**   | `WaqarAhmed555`      | Frontend Engineer – Dashboards   |\r\n| **Sujal Bedre**   | `sujal_bedre114`     | Prompt Engineer – LLM Pipelines  |\r\n\r\n---\r\n\r\n## 🎯 Hackathon Goal – Raise Your Hack, Paris\r\n\r\n- ⏳ Automate hospital discharge in \u003c72 hours  \r\n- 🧠 Deploy real-time Agentic AI  \r\n- 🔌 Integrate with APIs like Twilio, Firebase, and EMRs  \r\n- 📊 Present live dashboard + action-based workflows  \r\n- 💡 Show the future of **autonomous care coordination**\r\n\r\n\u003e _“We’re not just solving for hospitals — we’re solving for time, care, and cost.”_\r\n\r\n---\r\n\r\n## ▶️ How to Run Locally\r\n\r\n```bash\r\n# 1. Clone the repository\r\ngit clone https://github.com/codewithEshaYoutube/Vheal_AI.git\r\ncd Vheal_AI\r\n\r\n# 2. Backend setup\r\ncd backend\r\npip install -r requirements.txt  # or use npm install for Node.js\r\n\r\n# 3. Frontend setup\r\ncd ../frontend\r\nnpm install\r\nnpm run dev\r\n\r\n# 4. Add environment variables (.env)\r\nOPENAI_API_KEY=...\r\nTWILIO_API_KEY=...\r\nFIREBASE_CONFIG=...\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodewitheshayoutube%2Fvheal_ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcodewitheshayoutube%2Fvheal_ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodewitheshayoutube%2Fvheal_ai/lists"}