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README.md
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title:
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emoji:
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sdk: gradio
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sdk_version: 6.0.1
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app_file: app.py
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pinned:
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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title: LifeAdmin AI - Autonomous Life Management Agent
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emoji: π€
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colorFrom: purple
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colorTo: blue
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sdk: gradio
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sdk_version: 6.0.1
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app_file: app.py
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pinned: true
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license: mit
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tags:
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- mcp-in-action-track-enterprise
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- mcp-in-action-track-consumer
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- mcp-in-action-track-creative
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---
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# π€ LifeAdmin AI - Your Autonomous Life Management Agent
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> **π Hugging Face MCP Birthday Hackathon Submission**
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> **Track 2:** MCP in Action
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> **Tags:**
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> - mcp-in-action-track-enterprise
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- mcp-in-action-track-consumer
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- mcp-in-action-track-creative
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---
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+
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## πΊ Demo Video
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[**βΆοΈ Watch Demo Video**](YOUR_YOUTUBE_VIDEO_LINK)
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+
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+
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## π± Social Media
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**LinkedIn Post:** [Link to your LinkedIn post]
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+
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+
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## π― Overview
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+
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**LifeAdmin AI** is an autonomous AI agent that revolutionizes how professionals manage life administration tasks. Built with Gradio 6 and powered by the Model Context Protocol (MCP), it demonstrates advanced autonomous reasoning, planning, and execution capabilities.
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### The Problem
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Professionals waste **4-6 hours weekly** on repetitive admin tasks:
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- Manual form filling
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- Document organization
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- Calendar management
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- Email composition
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- Deadline tracking
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- File searching
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### Our Solution
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An **autonomous AI agent** that:
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β
Understands complex requests through natural language
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β
Plans multi-step workflows autonomously
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β
Executes tasks using 7+ MCP tools
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β
Learns from past interactions via persistent memory
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β
Provides real-time feedback on reasoning process
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## β¨ Key Features
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### π€ **Autonomous Agent Capabilities**
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#### 1. **Intelligent Planning**
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- Analyzes user requests and breaks them into actionable tasks
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- Selects appropriate MCP tools for each subtask
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- Handles dependencies and sequential execution
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#### 2. **Contextual Reasoning**
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- Uses RAG (Retrieval-Augmented Generation) to search uploaded documents
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- Leverages conversation history from persistent memory
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- Makes intelligent decisions based on available context
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#### 3. **Multi-Step Execution**
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- Executes complex workflows autonomously
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- Provides real-time thought traces showing reasoning
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- Handles errors gracefully with fallback strategies
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### π§ **MCP Tool Suite (7 Tools)**
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1. **π OCR Text Extraction** - Extract text from images and scanned documents
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2. **π PDF Analysis** - Summarize PDFs and extract metadata (dates, amounts, entities)
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3. **π Smart Form Filler** - Auto-fill DOCX/XLSX forms with intelligent field matching
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4. **βοΈ Email Drafter** - Generate context-aware professional emails
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5. **π
Calendar Generator** - Create ICS calendar events from natural language
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6. **ποΈ File Organizer** - Organize files by type, date, or size
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7. **π RAG Search** - Semantic document search with vector embeddings
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### π¬ **Three Interaction Modes**
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#### 1. **Manual Dashboard** - Granular Control
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Direct access to each MCP tool with visual interface for precise control.
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#### 2. **LifeAdmin Coach** - Conversational AI
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Chat with an AI assistant that:
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- Answers questions about uploaded documents
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- Automatically calls appropriate tools
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- Provides summarization and insights
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- Tracks conversation history
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#### 3. **Voice Agent** - Hands-Free Operation
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Speak commands naturally and watch the agent:
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- Transcribe speech (Groq Whisper)
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- Plan and execute tasks
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- Respond with synthesized speech (ElevenLabs)
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## ποΈ Architecture
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### **Tech Stack**
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```
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Frontend: Gradio 6.0
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Agent: Custom autonomous agent with planning & reflection
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MCP: 7 custom MCP tool servers (local fallback mode)
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RAG: ChromaDB + Sentence Transformers (all-MiniLM-L6-v2)
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Memory: SQLite persistent storage
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LLMs: OpenAI GPT-4, Groq Llama 3.3, Hyperbolic (fallback chain)
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Voice: Groq Whisper (STT), ElevenLabs (TTS)
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```
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### **Agent Architecture**
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```
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User Request
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β
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βββββββββββββββββββ
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β Agent Core β
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β - Planning β ββ [Memory Store]
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β - Reasoning β ββ [RAG Engine]
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β - Execution β
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ββββββββββ¬βββββββββ
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β
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ββββββββββββββββββββββ
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β MCP Client β
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β Tool Router β
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ββββββββββ¬ββββββββββββ
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β
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βββββββββββββββββββββββββββββββββββ
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β MCP Tool Servers (7) β
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β β’ OCR β’ PDF β’ Forms β
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β β’ Email β’ Calendar β’ Files β
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β β’ RAG β
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βββββββββββββββββββββββββββββββββββ
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```
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### **Key Technical Decisions**
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1. **Local MCP Execution** - All tools run locally with async fallback for reliability
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2. **Multi-Provider LLM** - Graceful degradation across OpenAI β Groq β Hyperbolic
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3. **RAG Integration** - Document context enhances agent decision-making
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4. **Persistent Memory** - SQLite stores conversations and user preferences
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5. **Async-First Design** - Non-blocking I/O for responsive UX
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## π¬ Real-World Use Cases
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### **Use Case 1: Automated Form Filling**
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```
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User uploads membership form + provides data
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Agent: Plans extraction β Fills form β Returns completed document
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Time saved: 15 minutes β 30 seconds
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```
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### **Use Case 2: Document Analysis**
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```
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User: "What are the key deadlines in my PDF?"
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Agent: Searches RAG β Extracts dates β Summarizes deadlines
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Output: Structured deadline list with context
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```
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### **Use Case 3: Email Workflow**
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```
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User: "Draft a follow-up email for my membership application"
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Agent: Retrieves application context β Generates professional email β Offers editing
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Result: Publication-ready email in seconds
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```
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### **Use Case 4: Calendar Management**
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```
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User: "Create a meeting next Tuesday at 2pm"
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Agent: Parses natural language β Generates ICS file β Ready for import
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Integration: Works with Google Calendar, Outlook, Apple Calendar
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```
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## π How to Use
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### **1. Manual Dashboard**
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1. Upload files (PDF, images, documents)
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2. Select a tool (OCR, PDF, Forms, etc.)
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3. Configure parameters
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4. Execute and download results
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### **2. LifeAdmin Coach**
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1. Upload documents in Manual Dashboard first
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2. Switch to Coach tab
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3. Ask questions like:
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- "What documents have I uploaded?"
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- "Summarize my PDF"
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- "What's on my calendar?"
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- "Draft an email about X"
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### **3. Voice Agent**
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1. Upload files (optional)
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2. Click microphone or type command
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3. Click "Execute Command"
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4. Watch agent reasoning in real-time
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5. Receive voice + text response
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## π Why LifeAdmin AI?
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### **Judging Criteria Alignment**
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#### β
**Design/Polished UI-UX**
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- Clean, modern interface with Gradio 6
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- Responsive mobile design
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- Intuitive tab-based navigation
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- Real-time feedback and progress indicators
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- Professional gradient theming
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#### β
**Functionality**
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- **Autonomous agents:** Full planning-reasoning-execution cycle
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- **MCP integration:** 7 custom MCP tools
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- **Advanced features:** RAG, persistent memory, multi-modal I/O
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- **Gradio 6 features:** SSR, mobile support, async operations
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#### β
**Creativity**
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- Novel combination of voice + chat + manual control
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- Intelligent form-filling with fuzzy matching
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- Thought trace visualization for transparency
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- Context-aware tool selection
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#### β
**Documentation**
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- Comprehensive README with architecture diagrams
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- Demo video showing all features
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- Clear setup instructions
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- Code comments and docstrings
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#### β
**Real-World Impact**
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- **Target users:** 100M+ professionals worldwide
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- **Time savings:** 4-6 hours/week per user
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- **Pain points addressed:** Forms, emails, documents, scheduling
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- **Scalability:** Cloud-ready architecture
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###π **Quick Start**
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Try it Online
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π Open LifeAdmin AI on Hugging Face
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https://huggingface.co/spaces/MCP-1st-Birthday/LifeAdmin-AI
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Run Locally
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bash# Clone repository
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git clone https://github.com/MCP-1st-Birthday/LifeAdmin-AI.git
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cd LifeAdmin-AI
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# Install dependencies
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pip install -r requirements.txt
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# Set up API keys (at least one required)
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export OPENAI_API_KEY="your_key"
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export GROQ_API_KEY="your_key"
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export ELEVENLABS_API_KEY="your_key"
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export HYPERBOLIC_API_KEY="your_key"
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# Launch app
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python app.py
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Visit http://localhost:7860
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## π€ Team
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**Solo Developer:** Maheen Touqeer
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**HuggingFace:** https://huggingface.co/Maheentouqeer1
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**LinkedIn:** https://www.linkedin.com/in/maheen-touqeer-3b5b03289/
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## π Acknowledgments
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Built for **MCP's 1st Birthday Hackathon** hosted by:
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- **Anthropic** - For the amazing Claude API and MCP protocol
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- **Gradio Team** - For Gradio 6 and excellent documentation
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- **Hugging Face** - For hosting infrastructure and community
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- **Sponsor APIs** - OpenAI, Groq, ElevenLabs, Hyperbolic
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Special thanks to the MCP community for inspiration and support! π
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---
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## π Contact & Feedback
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**Questions?** Reach out on Hugging Face Space Community
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**Found it useful?** β Star this Space and share with your network!
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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