Tree Care AI Web Application
Tree Care AI Web App
Upload a photo of any tree and the app diagnoses health issues and suggests care routines using AI.
TreeCare is an AI-powered web application built to modernize tree care services. It allows users to upload plant images for species identification, check plant health, estimate tree trimming and removal costs, and connect with nearby arborists - all through a responsive web interface.
The app features a React frontend and a backend powered by FastAPI, Node.js, and MongoDB. A smart AI chatbot, powered by LangChain and Google Generative AI (Gemini), guides users through every step - from identifying plants to estimating service prices.
- AI tree care app
- Plant identification tool
- Arborist finder
- Tree removal cost calculator
- Chatbot for landscaping services
Solving real problems with smart engineering
Image-Based Plant Identification
Problem
Users without botanical expertise couldn't reliably identify tree species or detect health issues from sight, and manual research across plant databases was slow and inconsistent.
Solution
Integrated the Plant.id API behind a clean upload UI - users snap a photo and the system returns species, condition, and care guidance in seconds.
Dynamic Tree Service Cost Estimation
Problem
Tree trimming and removal pricing depends on location, weather, property value, and species - making accurate upfront quotes impossible without a manual site visit.
Solution
Aggregated AccuWeather, RentCast, and Google Maps data into a smart estimator that produces calibrated quotes from photo and address alone.
Finding Local Arborists
Problem
Users had to scan multiple directories and review sites to find vetted, available arborists in their area, killing intent mid-funnel.
Solution
Yelp API integration filters and ranks local arborists by rating, distance, and availability - surfaced contextually right after diagnosis.
User Guidance and Interaction
Problem
First-time users were overwhelmed by the multi-step flow - identify, diagnose, estimate, book - leading to drop-off before booking.
Solution
A LangChain + Gemini-powered chatbot guides users through each step conversationally, sharply reducing friction and abandonment.
A look inside
Built with
Frontend
- React + Tailwind CSS - fast, responsive UI
- Zustand & React Hook Form - state and form handling
- Zod + React Query - validation and async data
- Axios + Sonner - API communication and user feedback
Backend
- FastAPI - main API logic (chat, pricing, image upload)
- Node.js / Express.js - additional endpoints and MongoDB integration
- MongoDB - user data, chats, and service requests
AI & APIs
- LangChain + LangGraph + Gemini AI - conversational chatbot
- Plant.id API - image-based plant diagnostics
- Yelp API - arborist search
- AccuWeather, RentCast & Google Maps APIs - cost estimation
Security
- Environment variables - safe API key handling
- Input and file validation - Zod and Pydantic
- CORS setup and error handling - secure, user-friendly experience
What actually changed
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