diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..a547bf3 --- /dev/null +++ b/.gitignore @@ -0,0 +1,24 @@ +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +pnpm-debug.log* +lerna-debug.log* + +node_modules +dist +dist-ssr +*.local + +# Editor directories and files +.vscode/* +!.vscode/extensions.json +.idea +.DS_Store +*.suo +*.ntvs* +*.njsproj +*.sln +*.sw? diff --git a/README.md b/README.md index 2773c22..a36934d 100644 --- a/README.md +++ b/README.md @@ -1,146 +1,16 @@ -# DevStakes (Axios Web Wing) +# React + Vite +This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules. -**[Register Here →](https://forms.gle/yrQVjSU84b2Wk47Q8)** +Currently, two official plugins are available: ---- +- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Oxc](https://oxc.rs) +- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) -## Event Overview +## React Compiler -| Detail | Info | -|---|---| -| Duration | 3.5 days (84 hours) | -| Team Size | 4-5 members (at least 1 girl mandatory) | -| Primary Focus | React (Frontend) | -| Bonus Points | Up to +20 for backend, ML integration, or strong system design | +The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see [this documentation](https://react.dev/learn/react-compiler/installation). ---- +## Expanding the ESLint configuration -## Timeline - -### Day-0 - -| Time | Activity | -|---|---| -| 12:00 PM | Ideas revealed — teams choosing from the given set can start coding immediately | -| 12:00 PM – 6:00 PM | Custom Idea Submission Window | -| 10:00 PM | Idea approval results announced — event officially starts for all teams | - -### Day-1, Day-2, Day-3 — Coding Period - -- Coding stops at the **end of Day-3** -- The **top 5 teams** may be called for an **offline pitch** to explain their codebase and demonstrate understanding -- Top 3 winners are decided from the offline pitch - ---- - -## Scoring Criteria - -| Criterion | Description | Points | -|---|---|---| -| Core Functionality | Does it actually work end-to-end? | 30 | -| UI / UX Quality | Visual polish, responsiveness, usability | 20 | -| Performance | Lighthouse score — speed, accessibility, SEO | 15 | -| Clean Code & Structure | Readable, modular, no spaghetti | 15 | -| Git Practices | Commits, branching, PRs with descriptions | 10 | -| Deployed & Live Link | Vercel / Netlify, accessible URL submitted | 5 | -| Idea Bonus *(custom only)* | Originality & quality of self-proposed idea | 0–5 | -| **Total** | | **100** | - -> **+20 bonus points** available for implementing a backend, integrating ML models, or demonstrating strong system design. - ---- - -## Ideas - -You may choose **one** of the ideas below, or propose your **own custom idea** (subject to approval, eligible for up to 5 bonus points). - ---- - -### 1. Real-Time "Auction/Bidding" Portal - -A high-adrenaline platform where unique items are put up for timed, live auctions, requiring instant feedback and a seamless user experience. - -- **Frontend Challenge:** Handling race conditions and state synchronization. When two users bid at the exact same millisecond, the frontend must handle "Optimistic Updates" (showing the user's bid immediately for a snappy UX) while simultaneously validating against the server clock to handle rejections gracefully. -- **Practical Use:** E-commerce, charity fundraisers, or digital asset trading. - ---- - -### 2. Smart "Expense Splitter" - -A comprehensive financial utility to manage group expenses, track shared bills, and "settle up" debts among friends or roommates. - -- **Frontend Challenge:** Building intuitive, dynamic forms for complex splits (e.g., "A paid 70%, B and C split the rest, but D owes for drinks"). Managing complex localized state without lagging the UI. -- **Algorithmic Complexity:** The "Simplifying Debts" algorithm (often solved using graph theory/flow networks). If A owes B $10 and B owes C $10, the system should suggest A pays C $10 directly. Handling math precision and multi-currency conversions locally in the browser. -- **Practical Use:** Essential for university students living in hostels, shared flats, or group travel. - ---- - -### 3. Dynamic Team Builder - -An intelligent matching platform where users input their skills, and the system automatically forms balanced, highly functional teams based on specific event constraints. - -- **Frontend Challenge:** Creating a rich, interactive drag-and-drop interface (similar to a Kanban board) where organizers can visually tweak the auto-generated teams. Visualizing skill distributions using charts (e.g., radar charts for team stats). -- **Algorithmic Complexity:** Constraint satisfaction. If 80% of users are frontend developers and 20% are designers, the system must still create fair teams without perfect combinations, distributing the rare skills evenly. -- **Practical Use:** Automating team formation for hackathons, college projects, or corporate workshops. - ---- - -### 4. Smart "Exam Preparation Planner" - -An adaptive study schedule generator that takes a student's syllabus, available hours, and target grades to map out a day-by-day learning journey. - -- **Frontend Challenge:** Building interactive calendars, Gantt charts, or timeline views from scratch in React. Handling complex date/time logic and allowing users to drag, drop, and resize study blocks. -- **Algorithmic Complexity:** Priority-based time allocation. What happens when time is insufficient for full syllabus coverage? The system must dynamically recalculate and prioritize high-weightage topics over minor ones. -- **Practical Use:** Helping students manage time efficiently and reduce pre-exam anxiety. - ---- - -### 5. Visual Node-Based Learning Roadmap Builder - -A platform where educators or seniors can create interactive, branching "tech trees" (like in video games) for learning new skills (e.g., "How to learn Web Dev"). - -- **Frontend Challenge:** Heavy manipulation of the DOM and Canvas/SVG. Using libraries like React Flow to let users drag nodes, connect them with animated edges, zoom, pan, and handle complex graph state management in the browser. -- **Practical Use:** Replacing static PDF roadmaps with interactive, trackable learning journeys for college clubs or online courses. - ---- - -### 6. Offline-First Markdown Note-Taking App - -A distraction-free, highly performant note-taking application designed for developers and students, capable of working entirely offline. - -- **Frontend Challenge:** Building a rich text editor that parses Markdown to HTML in real-time. Implementing an "Offline-First" architecture using IndexedDB/Service Workers in React, ensuring the user can close the tab, lose internet, and never lose a keystroke. -- **Practical Use:** A lightweight Notion/Obsidian alternative tailored for rapid class notes or code snippets. - ---- - -### 7. Custom Idea *(Bonus: up to 5 points)* - -Have a unique idea not listed above? Propose it! - -- Each team can submit **at most 2 custom ideas** during the Day-0 submission window (12PM–6PM). -- Approved ideas earn an **idea bonus of 0–5 points** based on originality and quality. -- Approval results are announced at **10PM on Day-0**. - ---- - -## Rules - -1. Teams must have **4 to 5 members**, with **at least 1 girl**. -2. The primary tech stack must be **React based** (frontend-first). -3. Each team must choose **one idea** — either from the given set or a custom approved idea. -4. Teams submitting a custom idea can submit a **maximum of 2 ideas** for review. -5. Teams selecting from the given set may **begin coding at 12PM on Day-0**. -6. Custom idea teams may begin coding (for custom idea) only after **approval at 10PM on Day-0**. -7. All code must be pushed to a **Git repository** with clear commit history, branching, and PR descriptions. -8. A **deployed live link** (Vercel/Netlify) must be submitted for full scoring. -9. Coding officially **stops at the end of Day-3**. -10. Top 5 teams may be invited for an **offline pitch** to verify codebase understanding. - ---- - -## Registration - -**[Fill the Registration Form →](https://forms.gle/yrQVjSU84b2Wk47Q8)** - ---- +If you are developing a production application, we recommend using TypeScript with type-aware lint rules enabled. Check out the [TS template](https://github.com/vitejs/vite/tree/main/packages/create-vite/template-react-ts) for information on how to integrate TypeScript and [`typescript-eslint`](https://typescript-eslint.io) in your project. diff --git a/SUB.md b/SUB.md deleted file mode 100644 index a00b344..0000000 --- a/SUB.md +++ /dev/null @@ -1,127 +0,0 @@ -# Submission Guide — DevStakes - -Follow the steps below carefully to submit your project. Incorrect submissions may not be considered for judging. - ---- - -## Step-by-Step Submission Process - -### 1. Fork this Repository - -Click the **Fork** button at the top-right of this repository to create a copy under your GitHub account. - -### 2. Clone your Fork - -```bash -git clone https://github.com//devstakes.git -cd devstakes -``` - -### 3. Create a Folder for your Team - -Inside the repo root, create a folder named exactly after your team name. Use lowercase letters and hyphens — no spaces. - -``` -devstakes/ -└── teams/ - └── your-team-name/ - ├── README.md ← required - └── ... (your project files) -``` - -> All your project files must live inside `teams/your-team-name/`. Do not place files outside this folder. - -### 4. Add a README inside your Team Folder - -Your team folder **must** contain a `README.md` with the following details: - -```markdown -# Project Name - -## Team Name -Your team name here - -## Team Members -- Name 1 (GitHub: @username) -- Name 2 (GitHub: @username) -- Name 3 (GitHub: @username) -- Name 4 (GitHub: @username) -- Name 5 (GitHub: @username) — optional - -## Idea Chosen -(Name of the idea — e.g., "Smart Expense Splitter" or "Custom: ") - -## Problem Statement -Brief description of the problem you are solving. - -## Tech Stack -- React -- (any other libraries/frameworks/tools used) - -## Implementation Details -Describe your approach — architecture decisions, key features, algorithms used, state management strategy, etc. - -## How to Run Locally -Steps to clone and run the project on a local machine. - -## Live Demo -Link to deployed app (Vercel / Netlify / etc.) - -## Screenshots / Demo -(Include a demo video or screenshots showcasing your app's features) -``` - -### 5. Commit and Push to your Fork - -```bash -git add teams/your-team-name/ -git commit -m "feat: add submission for " -git push origin main -``` - -### 6. Open a Pull Request - -1. Go to your forked repository on GitHub. -2. Click **"Contribute" → "Open pull request"**. -3. Set the **base repository** to the original `devstakes` repo and **base branch** to `main`. -4. Use the following PR title format: - - ``` - [Submission] — - ``` - - Example: - ``` - [Submission] Team Nebula — Smart Expense Splitter - ``` - -5. In the PR description, include: - - Team name and members - - Idea chosen - - Live demo link - - Any notes for judges - -6. Submit the pull request. - ---- - -## Checklist Before Submitting - -- [ ] Forked the repo and created `teams/your-team-name/` folder -- [ ] All project code is inside your team folder -- [ ] `README.md` inside the team folder is complete with all required sections -- [ ] Live deployment link is working and included -- [ ] PR title follows the `[Submission] Team Name — Idea Name` format -- [ ] PR description includes team members and demo link -- [ ] Git history has meaningful commit messages - ---- - -## Important Notes - -- Only **one PR per team** is allowed. If you need to update your submission, push additional commits to the same branch — do not open a new PR. -- The PR must be opened **before the end of Day-3** to be considered. -- PRs that do not follow the folder structure or are missing the team README will be disqualified from judging. - ---- - diff --git a/backend/__pycache__/main.cpython-314.pyc b/backend/__pycache__/main.cpython-314.pyc new file mode 100644 index 0000000..e0674f8 Binary files /dev/null and b/backend/__pycache__/main.cpython-314.pyc differ diff --git a/backend/main.py b/backend/main.py new file mode 100644 index 0000000..db38890 --- /dev/null +++ b/backend/main.py @@ -0,0 +1,101 @@ +""" +Farm2City ML Backend — FastAPI entry point. +Start with: uvicorn main:app --reload +""" + +from fastapi import FastAPI, Query, HTTPException +from fastapi.middleware.cors import CORSMiddleware +from pydantic import BaseModel + +from ml.model import ml_models # singleton loaded once at import time + +app = FastAPI( + title="Farm2City ML API", + description="ML-powered price prediction, crop recommendation, and chatbot", + version="2.0.0", +) + +# ── CORS (allow all origins for local dev) ───────────────────────────────────── +app.add_middleware( + CORSMiddleware, + allow_origins=["*"], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], +) + + +# ── Models ───────────────────────────────────────────────────────────────────── +class ChatRequest(BaseModel): + query: str + + +# ── Health check ─────────────────────────────────────────────────────────────── +@app.get("/", tags=["Health"]) +def root(): + return { + "status": "ok", + "message": "Farm2City ML API is running 🌾", + "models_loaded": ml_models.ready, + } + + +# ── Price Prediction ─────────────────────────────────────────────────────────── +@app.get("/predict-price", tags=["ML"]) +def predict_price( + category: str = Query(..., description="Crop type, e.g. tomatoes, wheat"), + month: int = Query(..., ge=1, le=12, description="Month number 1-12"), + rainfall: float = Query(..., description="Expected rainfall in mm"), +): + """Predict market price per kg for a given crop, month and rainfall.""" + predicted = ml_models.predict_price(category, month, rainfall) + + if predicted is None: + # Return a sensible default so UI never breaks + known = list(ml_models.le_crop.classes_) if ml_models.ready else [] + return { + "predicted_price": 50.0, + "currency": "₹", + "unit": "kg", + "note": f"Unknown category '{category}'. Known: {known}. Showing default price.", + } + + return { + "predicted_price": predicted, + "currency": "₹", + "unit": "kg", + "category": category, + "month": month, + "rainfall": rainfall, + } + + +# ── Crop Recommendation ──────────────────────────────────────────────────────── +@app.get("/recommend-crop", tags=["ML"]) +def recommend_crop( + soil: str = Query(..., description="Soil type, e.g. loamy, black, red"), + season: str = Query(..., description="Season: summer | winter | monsoon"), +): + """Recommend the best crop to grow for a given soil type and season.""" + recommendation = ml_models.recommend_crop(soil, season) + return { + "recommended_crop": recommendation, + "soil_type": soil, + "season": season, + } + + +# ── Chatbot ──────────────────────────────────────────────────────────────────── +@app.post("/chat", tags=["Chatbot"]) +def chat(req: ChatRequest): + """ML-enhanced chatbot: keyword intent classification + model-backed replies.""" + if not req.query.strip(): + raise HTTPException(status_code=400, detail="Query cannot be empty.") + reply = ml_models.get_chat_response(req.query) + return {"reply": reply} + + +# ── Dev runner ───────────────────────────────────────────────────────────────── +if __name__ == "__main__": + import uvicorn + uvicorn.run("main:app", host="0.0.0.0", port=8000, reload=True) diff --git a/backend/ml/__init__.py b/backend/ml/__init__.py new file mode 100644 index 0000000..712beea --- /dev/null +++ b/backend/ml/__init__.py @@ -0,0 +1 @@ +# ML package for Farm2City diff --git a/backend/ml/__pycache__/__init__.cpython-314.pyc b/backend/ml/__pycache__/__init__.cpython-314.pyc new file mode 100644 index 0000000..929397e Binary files /dev/null and b/backend/ml/__pycache__/__init__.cpython-314.pyc differ diff --git a/backend/ml/__pycache__/model.cpython-314.pyc b/backend/ml/__pycache__/model.cpython-314.pyc new file mode 100644 index 0000000..797651d Binary files /dev/null and b/backend/ml/__pycache__/model.cpython-314.pyc differ diff --git a/backend/ml/__pycache__/train.cpython-314.pyc b/backend/ml/__pycache__/train.cpython-314.pyc new file mode 100644 index 0000000..7e56947 Binary files /dev/null and b/backend/ml/__pycache__/train.cpython-314.pyc differ diff --git a/backend/ml/__pycache__/utils.cpython-314.pyc b/backend/ml/__pycache__/utils.cpython-314.pyc new file mode 100644 index 0000000..c86cdf9 Binary files /dev/null and b/backend/ml/__pycache__/utils.cpython-314.pyc differ diff --git a/backend/ml/model.py b/backend/ml/model.py new file mode 100644 index 0000000..6a16132 --- /dev/null +++ b/backend/ml/model.py @@ -0,0 +1,148 @@ +""" +Singleton ML model wrapper loaded once at FastAPI startup. +""" + +import os +import joblib +import numpy as np + +BASE_DIR = os.path.dirname(os.path.abspath(__file__)) +MODELS_DIR = os.path.join(BASE_DIR, "models") + +# ── Intent keyword sets ──────────────────────────────────────────────────────── +_PRICE_WORDS = {"price", "cost", "rate", "how much", "expensive", "cheap", "worth"} +_REC_WORDS = {"grow", "suggest", "recommend", "crop", "soil", "season", "plant", "sow"} +_HELP_WORDS = {"help", "support", "navigate", "how to", "where", "what is", "can i"} +_TIPS_WORDS = {"tip", "advice", "trick", "fertilizer", "water", "irrigation", "pest", "disease"} + +# ── Model singleton ──────────────────────────────────────────────────────────── +class MLModels: + def __init__(self): + self.price_model = None + self.le_crop = None + self.rec_model = None + self.le_soil = None + self.le_season = None + self.le_rec = None + self._load() + + # ── Loader ──────────────────────────────────────────────────────────────── + def _load(self): + try: + self.price_model = joblib.load(os.path.join(MODELS_DIR, "price_model.joblib")) + self.le_crop = joblib.load(os.path.join(MODELS_DIR, "le_crop.joblib")) + self.rec_model = joblib.load(os.path.join(MODELS_DIR, "rec_model.joblib")) + self.le_soil = joblib.load(os.path.join(MODELS_DIR, "le_soil.joblib")) + self.le_season = joblib.load(os.path.join(MODELS_DIR, "le_season.joblib")) + self.le_rec = joblib.load(os.path.join(MODELS_DIR, "le_rec.joblib")) + print("✓ All ML models loaded successfully.") + except FileNotFoundError as e: + print(f"⚠ Model file missing: {e} — run `python -m ml.train` first.") + except Exception as e: + print(f"⚠ Could not load models: {e}") + + @property + def ready(self) -> bool: + return all([self.price_model, self.le_crop, + self.rec_model, self.le_soil, + self.le_season, self.le_rec]) + + # ── Price prediction ────────────────────────────────────────────────────── + def predict_price(self, category: str, month: int, rainfall: float) -> float | None: + if not self.ready: + return None + cat = category.lower().strip() + if cat not in self.le_crop.classes_: + # Unknown crop — return average-ish fallback + return None + crop_enc = int(self.le_crop.transform([cat])[0]) + X = np.array([[crop_enc, month, rainfall]]) # plain ndarray + prediction = self.price_model.predict(X)[0] + return round(float(prediction), 2) + + # ── Crop recommendation ─────────────────────────────────────────────────── + def recommend_crop(self, soil: str, season: str) -> str: + if not self.ready: + return "Millets" + soil_l = soil.lower().strip() + season_l = season.lower().strip() + + if soil_l not in self.le_soil.classes_: + return "Millets" + if season_l not in self.le_season.classes_: + return "Millets" + + soil_enc = int(self.le_soil.transform([soil_l])[0]) + season_enc = int(self.le_season.transform([season_l])[0]) + X = np.array([[soil_enc, season_enc]]) + rec_enc = int(self.rec_model.predict(X)[0]) + return str(self.le_rec.inverse_transform([rec_enc])[0]) + + # ── Chatbot intent response ─────────────────────────────────────────────── + def get_chat_response(self, query: str) -> str: + q = query.lower() + + # Check for crop+soil recommendation intent first (most specific) + if any(w in q for w in _REC_WORDS): + found_soil = next((s for s in self.le_soil.classes_ if s in q), None) if self.ready else None + found_season = next((s for s in self.le_season.classes_ if s in q), None) if self.ready else None + + if found_soil and found_season: + crop = self.recommend_crop(found_soil, found_season) + return ( + f"🌱 Based on our ML model, I recommend growing **{crop}** " + f"for {found_soil.title()} soil during {found_season.title()}. " + f"It's predicted to give the best yield and market demand!" + ) + return ( + "🌾 I can recommend crops! Tell me your soil type " + "(loamy, clay, sandy, alluvial, black, red, laterite) and " + "season (summer, winter, monsoon). " + "Example: *'What should I grow in black soil during monsoon?'*" + ) + + elif any(w in q for w in _PRICE_WORDS): + knowncrops = list(self.le_crop.classes_) if self.ready else ["tomatoes", "wheat", "mangoes"] + return ( + f"💰 Our AI models predict prices based on crop type, month and rainfall. " + f"Currently supported crops: {', '.join(knowncrops)}. " + f"Head to your **Dashboard → Add Product** and hit **AI Suggest** to get the predicted price!" + ) + + elif any(w in q for w in _TIPS_WORDS): + return ( + "🌿 Farming Tips: \n" + "• Water crops early morning to reduce evaporation.\n" + "• Rotate crops to maintain soil health.\n" + "• Use organic fertilizers to improve long-term yields.\n" + "• Monitor pests weekly and act early for best results." + ) + + elif any(w in q for w in _HELP_WORDS): + return ( + "🤖 I'm AgriBot, your AI farming assistant! Here's what I can do:\n" + "• **Price Predictions** — ask 'What is the price of tomatoes?'\n" + "• **Crop Recommendations** — ask 'What should I grow in loamy soil this summer?'\n" + "• **Farming Tips** — ask 'Any tips for irrigation?'\n" + "• **Platform Help** — navigate the Dashboard to add products & view AI insights." + ) + + elif any(w in q for w in {"farm2city", "platform", "marketplace", "app", "site"}): + return ( + "🏪 Farm2City connects farmers directly with city buyers, removing middlemen. " + "Farmers get fair prices; buyers get fresh produce. " + "Use the Dashboard to list your products with AI-suggested prices!" + ) + + else: + return ( + "I'm not quite sure about that. Try asking me:\n" + "• 'What should I grow in black soil in summer?'\n" + "• 'What is the price of wheat?'\n" + "• 'Give me farming tips'\n" + "• 'Help me use the platform'" + ) + + +# Global singleton — loaded once when FastAPI starts +ml_models = MLModels() diff --git a/backend/ml/models/le_crop.joblib b/backend/ml/models/le_crop.joblib new file mode 100644 index 0000000..a1e6f44 Binary files /dev/null and b/backend/ml/models/le_crop.joblib differ diff --git a/backend/ml/models/le_rec.joblib b/backend/ml/models/le_rec.joblib new file mode 100644 index 0000000..62a7515 Binary files /dev/null and b/backend/ml/models/le_rec.joblib differ diff --git a/backend/ml/models/le_season.joblib b/backend/ml/models/le_season.joblib new file mode 100644 index 0000000..ad7efae Binary files /dev/null and b/backend/ml/models/le_season.joblib differ diff --git a/backend/ml/models/le_soil.joblib b/backend/ml/models/le_soil.joblib new file mode 100644 index 0000000..1762323 Binary files /dev/null and b/backend/ml/models/le_soil.joblib differ diff --git a/backend/ml/models/price_model.joblib b/backend/ml/models/price_model.joblib new file mode 100644 index 0000000..e8e7995 Binary files /dev/null and b/backend/ml/models/price_model.joblib differ diff --git a/backend/ml/models/rec_model.joblib b/backend/ml/models/rec_model.joblib new file mode 100644 index 0000000..1ba0f5f Binary files /dev/null and b/backend/ml/models/rec_model.joblib differ diff --git a/backend/ml/price_data.csv b/backend/ml/price_data.csv new file mode 100644 index 0000000..c6568a7 --- /dev/null +++ b/backend/ml/price_data.csv @@ -0,0 +1,1001 @@ +category,month,rainfall,predicted_price +vegetable,4,287.67857660247904,51.88392883012395 +potatoes,8,199.66462104925915,26.48323105246296 +vegetable,10,88.99863008405066,50.94993150420253 +potatoes,11,266.5440364437338,25.827201822186687 +corn,8,227.01814444901137,27.85090722245057 +mangoes,5,292.4774630404986,103.12387315202493 +corn,6,50.19469146025358,15.009734573012679 +corn,5,204.37037740692912,22.718518870346458 +apples,6,51.76657630492935,95.08832881524647 +tomatoes,1,181.1936650645973,31.559683253229863 +vegetable,10,61.66641580340386,49.58332079017019 +corn,3,145.61549781679068,19.780774890839535 +corn,9,61.61260317999943,19.580630158999973 +potatoes,7,92.63103092182288,21.131551546091146 +vegetable,2,287.2213843133333,51.86106921566667 +corn,2,146.35412563497903,19.81770628174895 +apples,5,107.72345640553725,97.88617282027687 +corn,12,80.5095587111947,16.525477935559735 +wheat,8,58.5971302788046,43.42985651394023 +mangoes,1,114.69499540000423,118.2347497700002 +corn,2,156.28896862281118,20.31444843114056 +mangoes,10,191.92508195499786,146.0962540977499 +wheat,2,243.78320584027864,44.68916029201393 +apples,10,273.7068376069122,126.1853418803456 +mangoes,8,192.61099360134986,146.1305496800675 +corn,9,290.2930060873373,31.014650304366864 +wheat,2,184.92303309726995,41.746151654863496 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+potatoes,8,176.76277596636027,25.338138798318013 +corn,1,58.34590044659531,15.417295022329764 +wheat,12,255.09437686224334,45.254718843112165 +wheat,4,249.6483180956878,44.98241590478439 +mangoes,6,264.21848401877355,101.71092420093868 +tomatoes,12,234.93258302138514,34.24662915106926 +vegetable,1,154.44024481877491,45.222012240938746 +vegetable,5,216.97999970090677,48.34899998504534 +wheat,2,91.48872382394624,37.074436191197314 +mangoes,10,156.87242198015377,144.3436210990077 +vegetable,11,221.71524941875725,48.585762470937865 +potatoes,1,57.34103977559808,15.367051988779902 +corn,2,102.43823692092035,17.621911846046018 +mangoes,5,293.3643474940433,103.16821737470217 +corn,9,254.76587846541403,29.238293923270703 +apples,6,227.56069965582788,103.87803498279139 +corn,9,167.79197473320366,24.889598736660183 +vegetable,12,164.81629929330347,45.74081496466518 +wheat,8,173.55311181257497,49.177655590628746 +potatoes,12,133.80201184271817,19.19010059213591 +apples,5,78.23580210279339,96.41179010513967 +apples,1,109.96852818898618,87.99842640944931 +corn,2,136.98535289554167,19.349267644777083 +vegetable,2,237.20658424082663,49.36032921204133 +tomatoes,7,205.2321418696078,38.76160709348039 +mangoes,1,260.36188827118997,125.5180944135595 +potatoes,11,208.5355345739342,22.92677672869671 +corn,2,131.27600385792474,19.063800192896238 +corn,7,91.78300286780531,21.089150143390263 +corn,12,297.93565429195974,27.396782714597986 +vegetable,7,69.26950298786517,49.96347514939326 +potatoes,4,266.5966285628355,25.829831428141777 +vegetable,6,140.09445498258688,44.50472274912934 +wheat,3,240.78882281472235,44.539441140736116 +wheat,4,284.57620461212065,46.72881023060603 +corn,1,241.51619413382565,24.57580970669128 +potatoes,12,216.2462258689988,23.31231129344994 +apples,3,276.79875767645746,106.33993788382287 +potatoes,11,190.11015774510997,22.005507887255497 +potatoes,2,161.76388595160637,20.58819429758032 +mangoes,4,145.40298496680003,95.77014924834 +mangoes,3,153.1902823165065,96.15951411582533 +vegetable,11,155.63710707798614,45.28185535389931 +tomatoes,8,234.97603019173258,40.24880150958663 +apples,6,120.00933238762236,98.50046661938111 +tomatoes,3,293.19408072302144,52.15970403615107 +potatoes,10,224.82884378155092,27.741442189077546 +corn,4,295.44967331515693,27.272483665757846 +mangoes,9,126.18777384653333,142.80938869232668 +vegetable,9,120.38029960373248,52.519014980186626 +vegetable,4,78.14509760298425,41.40725488014921 +mangoes,5,185.17461916122758,97.75873095806138 +tomatoes,9,53.1010090693287,31.155050453466433 +corn,9,256.13370202175804,29.3066851010879 +wheat,3,106.58787358537148,37.82939367926858 +mangoes,9,62.03570899458836,139.60178544972942 diff --git a/backend/ml/rec_data.csv b/backend/ml/rec_data.csv new file mode 100644 index 0000000..4f2aaeb --- /dev/null +++ b/backend/ml/rec_data.csv @@ -0,0 +1,501 @@ +soil,season,recommended_crop +laterite,summer,Cashew +laterite,monsoon,Rubber +black,summer,Cotton +laterite,winter,Tea +sandy,monsoon,Millets +sandy,monsoon,Millets +black,monsoon,Soybean +red,summer,Groundnut +clay,winter,Barley +red,winter,Tobacco +alluvial,summer,Rice +loamy,winter,Wheat +red,summer,Groundnut +alluvial,summer,Rice +loamy,monsoon,Paddy +sandy,monsoon,Millets +clay,monsoon,Jute +red,winter,Tobacco +laterite,winter,Tea +sandy,monsoon,Millets +alluvial,summer,Rice +sandy,summer,Groundnut +sandy,monsoon,Millets +black,summer,Cotton +laterite,winter,Tea +alluvial,summer,Rice +alluvial,winter,Wheat +clay,winter,Barley +loamy,winter,Wheat +black,winter,Linseed +alluvial,monsoon,Jute +alluvial,monsoon,Jute +alluvial,summer,Rice +laterite,monsoon,Rubber +red,summer,Groundnut +alluvial,winter,Wheat +alluvial,winter,Wheat +red,winter,Tobacco +red,winter,Tobacco +alluvial,winter,Wheat +black,monsoon,Soybean +clay,winter,Barley +alluvial,winter,Wheat +clay,winter,Barley +alluvial,winter,Wheat +laterite,monsoon,Rubber +red,monsoon,Ragi +alluvial,summer,Rice +red,summer,Groundnut +black,winter,Linseed +laterite,summer,Cashew +clay,summer,Rice +alluvial,summer,Rice +loamy,summer,Corn +laterite,summer,Cashew +loamy,summer,Corn +laterite,summer,Cashew +loamy,monsoon,Paddy +sandy,monsoon,Millets +loamy,monsoon,Paddy +sandy,summer,Groundnut +sandy,summer,Groundnut +clay,monsoon,Jute +clay,summer,Rice +alluvial,monsoon,Jute +loamy,winter,Wheat +loamy,monsoon,Paddy +laterite,winter,Tea +black,monsoon,Soybean +alluvial,winter,Wheat +sandy,monsoon,Millets +loamy,monsoon,Paddy +black,monsoon,Soybean +red,monsoon,Ragi +loamy,summer,Corn +clay,monsoon,Jute +laterite,winter,Tea +laterite,monsoon,Rubber +loamy,monsoon,Paddy +laterite,winter,Tea +clay,summer,Rice +sandy,monsoon,Millets +laterite,summer,Cashew +alluvial,summer,Rice +alluvial,winter,Wheat +black,monsoon,Soybean +laterite,summer,Cashew +laterite,monsoon,Rubber +black,summer,Cotton +laterite,monsoon,Rubber +sandy,winter,Mustard +alluvial,winter,Wheat +clay,summer,Rice +red,summer,Groundnut +black,winter,Linseed +alluvial,winter,Wheat +red,monsoon,Ragi +clay,monsoon,Jute +alluvial,summer,Rice +laterite,winter,Tea +loamy,summer,Corn +loamy,monsoon,Paddy +red,summer,Groundnut +alluvial,summer,Rice +loamy,monsoon,Paddy +laterite,winter,Tea +sandy,summer,Groundnut +red,summer,Groundnut +loamy,monsoon,Paddy +clay,monsoon,Jute +sandy,winter,Mustard +loamy,summer,Corn +red,summer,Groundnut +clay,winter,Barley +laterite,winter,Tea +sandy,summer,Groundnut +black,summer,Cotton +loamy,monsoon,Paddy +loamy,winter,Wheat +clay,winter,Barley +laterite,summer,Cashew +loamy,summer,Corn +sandy,winter,Mustard +clay,summer,Rice +alluvial,winter,Wheat +red,monsoon,Ragi +alluvial,monsoon,Jute +sandy,monsoon,Millets +loamy,monsoon,Paddy +red,summer,Groundnut +alluvial,winter,Wheat +red,winter,Tobacco +sandy,monsoon,Millets +loamy,summer,Corn +alluvial,monsoon,Jute +red,summer,Groundnut +sandy,monsoon,Millets +alluvial,monsoon,Jute +clay,monsoon,Jute +laterite,monsoon,Rubber +alluvial,monsoon,Jute +alluvial,summer,Rice +loamy,monsoon,Paddy +clay,summer,Rice +sandy,summer,Groundnut +loamy,winter,Wheat +laterite,monsoon,Rubber +red,winter,Tobacco +sandy,monsoon,Millets +alluvial,winter,Wheat +loamy,summer,Corn +clay,summer,Rice +red,summer,Groundnut +black,monsoon,Soybean +laterite,summer,Cashew +loamy,monsoon,Paddy +sandy,monsoon,Millets +alluvial,winter,Wheat +loamy,monsoon,Paddy +loamy,winter,Wheat +alluvial,winter,Wheat +sandy,winter,Mustard +loamy,monsoon,Paddy +loamy,summer,Corn +clay,winter,Barley +clay,winter,Barley +red,monsoon,Ragi +black,summer,Cotton +alluvial,summer,Rice +alluvial,summer,Rice +red,summer,Groundnut +alluvial,monsoon,Jute +sandy,summer,Groundnut +loamy,monsoon,Paddy +sandy,winter,Mustard +laterite,winter,Tea +red,winter,Tobacco +red,winter,Tobacco +black,monsoon,Soybean +red,monsoon,Ragi +sandy,winter,Mustard +black,winter,Linseed +loamy,monsoon,Paddy +loamy,summer,Corn +alluvial,summer,Rice +sandy,monsoon,Millets +loamy,summer,Corn +alluvial,winter,Wheat +black,winter,Linseed +black,winter,Linseed +sandy,summer,Groundnut +black,summer,Cotton +loamy,winter,Wheat +black,monsoon,Soybean +sandy,summer,Groundnut +alluvial,monsoon,Jute +black,summer,Cotton +laterite,summer,Cashew +sandy,winter,Mustard +loamy,winter,Wheat +laterite,winter,Tea +clay,monsoon,Jute +red,winter,Tobacco +laterite,winter,Tea +laterite,winter,Tea +laterite,monsoon,Rubber +clay,winter,Barley +clay,summer,Rice +loamy,summer,Corn +sandy,winter,Mustard +laterite,summer,Cashew +clay,monsoon,Jute +clay,monsoon,Jute +clay,summer,Rice +black,winter,Linseed +laterite,summer,Cashew +alluvial,summer,Rice +alluvial,summer,Rice +red,winter,Tobacco +alluvial,monsoon,Jute +laterite,monsoon,Rubber +alluvial,winter,Wheat +clay,monsoon,Jute +laterite,winter,Tea +sandy,summer,Groundnut +clay,monsoon,Jute +red,summer,Groundnut +red,winter,Tobacco +clay,winter,Barley +loamy,winter,Wheat +red,monsoon,Ragi +red,monsoon,Ragi +alluvial,summer,Rice +loamy,summer,Corn +alluvial,summer,Rice +laterite,winter,Tea +black,winter,Linseed +laterite,monsoon,Rubber +laterite,summer,Cashew +clay,winter,Barley +red,monsoon,Ragi +loamy,monsoon,Paddy +sandy,winter,Mustard +laterite,winter,Tea +black,winter,Linseed +black,winter,Linseed +laterite,monsoon,Rubber +loamy,summer,Corn +loamy,winter,Wheat +clay,summer,Rice +laterite,winter,Tea +red,winter,Tobacco +loamy,summer,Corn +black,summer,Cotton +black,monsoon,Soybean +laterite,summer,Cashew +red,summer,Groundnut +laterite,monsoon,Rubber +alluvial,winter,Wheat +sandy,summer,Groundnut +red,summer,Groundnut +black,winter,Linseed +alluvial,summer,Rice +laterite,summer,Cashew +red,winter,Tobacco +red,summer,Groundnut +alluvial,winter,Wheat +clay,summer,Rice +laterite,summer,Cashew +red,winter,Tobacco +black,monsoon,Soybean +clay,winter,Barley +red,summer,Groundnut +alluvial,winter,Wheat +alluvial,monsoon,Jute +clay,winter,Barley +sandy,winter,Mustard +loamy,summer,Corn +black,monsoon,Soybean +clay,summer,Rice +alluvial,monsoon,Jute +alluvial,winter,Wheat +sandy,summer,Groundnut +loamy,summer,Corn +sandy,monsoon,Millets +black,monsoon,Soybean +loamy,summer,Corn +clay,monsoon,Jute +alluvial,summer,Rice +black,monsoon,Soybean +red,winter,Tobacco +black,monsoon,Soybean +clay,monsoon,Jute +laterite,summer,Cashew +clay,summer,Rice +clay,winter,Barley +clay,winter,Barley +clay,monsoon,Jute +loamy,monsoon,Paddy +alluvial,winter,Wheat +black,winter,Linseed +black,monsoon,Soybean +black,summer,Cotton +black,summer,Cotton +loamy,winter,Wheat +black,summer,Cotton +sandy,summer,Groundnut +sandy,winter,Mustard +loamy,monsoon,Paddy +laterite,winter,Tea +black,summer,Cotton +laterite,summer,Cashew +laterite,summer,Cashew +sandy,summer,Groundnut +red,summer,Groundnut +loamy,winter,Wheat +alluvial,summer,Rice +red,summer,Groundnut +sandy,monsoon,Millets +loamy,summer,Corn +loamy,monsoon,Paddy +alluvial,summer,Rice +laterite,winter,Tea +laterite,monsoon,Rubber +clay,monsoon,Jute +black,summer,Cotton +sandy,summer,Groundnut +alluvial,monsoon,Jute +black,summer,Cotton +laterite,summer,Cashew +laterite,summer,Cashew +black,winter,Linseed +clay,monsoon,Jute +red,monsoon,Ragi +clay,summer,Rice +sandy,monsoon,Millets +black,monsoon,Soybean +sandy,winter,Mustard +laterite,summer,Cashew +clay,winter,Barley +alluvial,summer,Rice +black,winter,Linseed +laterite,winter,Tea +black,winter,Linseed +loamy,winter,Wheat +sandy,winter,Mustard +clay,summer,Rice +black,summer,Cotton +red,monsoon,Ragi +black,summer,Cotton +red,summer,Groundnut +laterite,monsoon,Rubber +loamy,summer,Corn +alluvial,winter,Wheat +alluvial,monsoon,Jute +sandy,summer,Groundnut +alluvial,winter,Wheat +laterite,monsoon,Rubber +clay,winter,Barley +sandy,monsoon,Millets +red,monsoon,Ragi +black,summer,Cotton +clay,winter,Barley +clay,summer,Rice +laterite,summer,Cashew +laterite,summer,Cashew +sandy,summer,Groundnut +alluvial,winter,Wheat +loamy,monsoon,Paddy +alluvial,summer,Rice +loamy,summer,Corn +red,summer,Groundnut +red,winter,Tobacco +alluvial,summer,Rice +black,summer,Cotton +laterite,summer,Cashew +red,summer,Groundnut +sandy,summer,Groundnut +alluvial,monsoon,Jute +sandy,summer,Groundnut +clay,monsoon,Jute +loamy,summer,Corn +red,monsoon,Ragi +laterite,summer,Cashew +black,winter,Linseed +red,monsoon,Ragi +laterite,summer,Cashew +sandy,winter,Mustard +red,summer,Groundnut +clay,winter,Barley +clay,winter,Barley +alluvial,summer,Rice +loamy,monsoon,Paddy +red,monsoon,Ragi +loamy,summer,Corn +loamy,summer,Corn +alluvial,summer,Rice +alluvial,summer,Rice +black,winter,Linseed +sandy,summer,Groundnut +red,winter,Tobacco +sandy,summer,Groundnut +laterite,summer,Cashew +clay,winter,Barley +red,winter,Tobacco +sandy,summer,Groundnut +black,monsoon,Soybean +loamy,winter,Wheat +loamy,winter,Wheat +laterite,summer,Cashew +sandy,summer,Groundnut +clay,monsoon,Jute +loamy,winter,Wheat +sandy,monsoon,Millets +loamy,summer,Corn +loamy,winter,Wheat +loamy,monsoon,Paddy +laterite,summer,Cashew +black,monsoon,Soybean +red,summer,Groundnut +black,monsoon,Soybean +black,winter,Linseed +sandy,summer,Groundnut +laterite,summer,Cashew +black,summer,Cotton +clay,winter,Barley +sandy,summer,Groundnut +black,winter,Linseed +loamy,winter,Wheat +loamy,monsoon,Paddy +black,summer,Cotton +alluvial,winter,Wheat +loamy,summer,Corn +clay,monsoon,Jute +laterite,winter,Tea +clay,winter,Barley +red,winter,Tobacco +sandy,monsoon,Millets +clay,summer,Rice +red,summer,Groundnut +red,winter,Tobacco +sandy,summer,Groundnut +loamy,monsoon,Paddy +laterite,monsoon,Rubber +laterite,summer,Cashew +black,winter,Linseed +clay,monsoon,Jute +sandy,monsoon,Millets +red,winter,Tobacco +red,winter,Tobacco +clay,winter,Barley +red,monsoon,Ragi +sandy,monsoon,Millets +laterite,winter,Tea +alluvial,summer,Rice +red,summer,Groundnut +laterite,winter,Tea +laterite,winter,Tea +sandy,summer,Groundnut +black,summer,Cotton +alluvial,winter,Wheat +loamy,winter,Wheat +loamy,summer,Corn +clay,winter,Barley +black,winter,Linseed +black,winter,Linseed +sandy,monsoon,Millets +sandy,monsoon,Millets +laterite,summer,Cashew +laterite,monsoon,Rubber +laterite,monsoon,Rubber +red,summer,Groundnut +sandy,monsoon,Millets +sandy,summer,Groundnut +clay,summer,Rice +clay,monsoon,Jute +sandy,summer,Groundnut +black,winter,Linseed +alluvial,winter,Wheat +black,winter,Linseed +black,winter,Linseed +loamy,summer,Corn +loamy,winter,Wheat +red,winter,Tobacco +loamy,winter,Wheat +clay,summer,Rice +sandy,summer,Groundnut +clay,summer,Rice +laterite,summer,Cashew +red,monsoon,Ragi +red,monsoon,Ragi +laterite,summer,Cashew +loamy,winter,Wheat +alluvial,summer,Rice +loamy,monsoon,Paddy +black,monsoon,Soybean +laterite,monsoon,Rubber +red,winter,Tobacco +clay,monsoon,Jute +red,winter,Tobacco diff --git a/backend/ml/train.py b/backend/ml/train.py new file mode 100644 index 0000000..49f2997 --- /dev/null +++ b/backend/ml/train.py @@ -0,0 +1,67 @@ +""" +Train ML models for Farm2City price prediction and crop recommendation. +Run from the backend/ directory: + python -m ml.train +""" + +import os +import joblib +import pandas as pd +from sklearn.ensemble import RandomForestRegressor, RandomForestClassifier +from sklearn.preprocessing import LabelEncoder + +from ml.utils import generate_price_data, generate_rec_data + +BASE_DIR = os.path.dirname(os.path.abspath(__file__)) +MODELS_DIR = os.path.join(BASE_DIR, "models") +os.makedirs(MODELS_DIR, exist_ok=True) + + +def train_price_model(): + csv_path = os.path.join(BASE_DIR, "price_data.csv") + df = generate_price_data(csv_path) + + le_crop = LabelEncoder() + df["category_enc"] = le_crop.fit_transform(df["category"].str.lower()) + + X = df[["category_enc", "month", "rainfall"]].values # plain numpy → no feature-name warning + y = df["predicted_price"].values + + model = RandomForestRegressor(n_estimators=100, random_state=42) + model.fit(X, y) + + joblib.dump(model, os.path.join(MODELS_DIR, "price_model.joblib")) + joblib.dump(le_crop, os.path.join(MODELS_DIR, "le_crop.joblib")) + print("✓ Price model trained and saved.") + return le_crop.classes_.tolist() + + +def train_rec_model(): + csv_path = os.path.join(BASE_DIR, "rec_data.csv") + df = generate_rec_data(csv_path) + + le_soil = LabelEncoder() + le_season = LabelEncoder() + le_rec = LabelEncoder() + + df["soil_enc"] = le_soil.fit_transform(df["soil"].str.lower()) + df["season_enc"] = le_season.fit_transform(df["season"].str.lower()) + df["rec_enc"] = le_rec.fit_transform(df["recommended_crop"]) + + X = df[["soil_enc", "season_enc"]].values # plain numpy + y = df["rec_enc"].values + + model = RandomForestClassifier(n_estimators=100, random_state=42) + model.fit(X, y) + + joblib.dump(model, os.path.join(MODELS_DIR, "rec_model.joblib")) + joblib.dump(le_soil, os.path.join(MODELS_DIR, "le_soil.joblib")) + joblib.dump(le_season, os.path.join(MODELS_DIR, "le_season.joblib")) + joblib.dump(le_rec, os.path.join(MODELS_DIR, "le_rec.joblib")) + print("✓ Recommendation model trained and saved.") + + +if __name__ == "__main__": + train_price_model() + train_rec_model() + print("All models ready.") diff --git a/backend/ml/utils.py b/backend/ml/utils.py new file mode 100644 index 0000000..9f4644d --- /dev/null +++ b/backend/ml/utils.py @@ -0,0 +1,84 @@ +import pandas as pd +import numpy as np +import os + + +def generate_price_data(file_path): + """Generate synthetic price training data.""" + np.random.seed(42) + crops = ['tomatoes', 'apples', 'potatoes', 'corn', 'wheat', 'mangoes', 'vegetable'] + months = list(range(1, 13)) + + data_price = [] + for _ in range(1000): + crop = np.random.choice(crops) + month = np.random.choice(months) + rainfall = np.random.uniform(50, 300) + + base_prices = { + 'tomatoes': 30, 'apples': 100, 'potatoes': 20, + 'corn': 20, 'wheat': 40, 'mangoes': 120, 'vegetable': 45 + } + + price = base_prices[crop] + if month in [3, 4, 5, 6]: # Summer + if crop == 'mangoes': + price *= 0.8 # Peak mango season → cheaper + if crop == 'tomatoes': + price *= 1.5 + elif month in [7, 8, 9, 10]: # Monsoon + price *= 1.2 + else: # Winter + if crop == 'apples': + price *= 0.9 + + price += (rainfall - 150) * 0.05 + data_price.append([crop, month, rainfall, price]) + + df_price = pd.DataFrame(data_price, columns=['category', 'month', 'rainfall', 'predicted_price']) + os.makedirs(os.path.dirname(file_path), exist_ok=True) + df_price.to_csv(file_path, index=False) + return df_price + + +def generate_rec_data(file_path): + """Generate synthetic crop recommendation training data.""" + np.random.seed(42) + soil_types = ['loamy', 'clay', 'sandy', 'alluvial', 'black', 'red', 'laterite'] + seasons = ['summer', 'winter', 'monsoon'] + + recommendations = { + ('loamy', 'summer'): 'Corn', + ('loamy', 'winter'): 'Wheat', + ('loamy', 'monsoon'): 'Paddy', + ('clay', 'summer'): 'Rice', + ('clay', 'winter'): 'Barley', + ('clay', 'monsoon'): 'Jute', + ('sandy', 'summer'): 'Groundnut', + ('sandy', 'winter'): 'Mustard', + ('sandy', 'monsoon'): 'Millets', + ('alluvial', 'summer'): 'Rice', + ('alluvial', 'winter'): 'Wheat', + ('alluvial', 'monsoon'): 'Jute', + ('black', 'summer'): 'Cotton', + ('black', 'winter'): 'Linseed', + ('black', 'monsoon'): 'Soybean', + ('red', 'summer'): 'Groundnut', + ('red', 'winter'): 'Tobacco', + ('red', 'monsoon'): 'Ragi', + ('laterite', 'summer'): 'Cashew', + ('laterite', 'winter'): 'Tea', + ('laterite', 'monsoon'): 'Rubber', + } + + data_rec = [] + for _ in range(500): + soil = np.random.choice(soil_types) + season = np.random.choice(seasons) + rec = recommendations.get((soil.lower(), season.lower()), 'Millets') + data_rec.append([soil, season, rec]) + + df_rec = pd.DataFrame(data_rec, columns=['soil', 'season', 'recommended_crop']) + os.makedirs(os.path.dirname(file_path), exist_ok=True) + df_rec.to_csv(file_path, index=False) + return df_rec diff --git a/backend/requirements.txt b/backend/requirements.txt new file mode 100644 index 0000000..e7c6f3b --- /dev/null +++ b/backend/requirements.txt @@ -0,0 +1,7 @@ + +fastapi +uvicorn +pandas +scikit-learn +joblib +numpy diff --git a/eslint.config.js b/eslint.config.js new file mode 100644 index 0000000..4fa125d --- /dev/null +++ b/eslint.config.js @@ -0,0 +1,29 @@ +import js from '@eslint/js' +import globals from 'globals' +import reactHooks from 'eslint-plugin-react-hooks' +import reactRefresh from 'eslint-plugin-react-refresh' +import { defineConfig, globalIgnores } from 'eslint/config' + +export default defineConfig([ + globalIgnores(['dist']), + { + files: ['**/*.{js,jsx}'], + extends: [ + js.configs.recommended, + reactHooks.configs.flat.recommended, + reactRefresh.configs.vite, + ], + languageOptions: { + ecmaVersion: 2020, + globals: globals.browser, + parserOptions: { + ecmaVersion: 'latest', + ecmaFeatures: { jsx: true }, + sourceType: 'module', + }, + }, + rules: { + 'no-unused-vars': ['error', { varsIgnorePattern: '^[A-Z_]' }], + }, + }, +]) diff --git a/index.html b/index.html new file mode 100644 index 0000000..ee1120e --- /dev/null +++ b/index.html @@ -0,0 +1,13 @@ + + + + + + + devstakes + + +
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} + } + } +} diff --git a/package.json b/package.json new file mode 100644 index 0000000..6a1b614 --- /dev/null +++ b/package.json @@ -0,0 +1,30 @@ +{ + "name": "devstakes", + "private": true, + "version": "0.0.0", + "type": "module", + "scripts": { + "dev": "vite", + "build": "vite build", + "lint": "eslint .", + "preview": "vite preview" + }, + "dependencies": { + "axios": "^1.15.0", + "lucide-react": "^1.7.0", + "react": "^19.2.4", + "react-dom": "^19.2.4", + "react-router-dom": "^7.14.0" + }, + "devDependencies": { + "@eslint/js": "^9.39.4", + "@types/react": "^19.2.14", + "@types/react-dom": "^19.2.3", + "@vitejs/plugin-react": "^6.0.1", + "eslint": "^9.39.4", + "eslint-plugin-react-hooks": "^7.0.1", + "eslint-plugin-react-refresh": "^0.5.2", + "globals": "^17.4.0", + "vite": "^8.0.4" + } +} diff --git a/public/assets/apples.png b/public/assets/apples.png new file mode 100644 index 0000000..d64ab16 Binary files /dev/null and b/public/assets/apples.png differ diff --git a/public/assets/corn.png b/public/assets/corn.png new file mode 100644 index 0000000..277d4ea Binary files /dev/null and b/public/assets/corn.png differ diff --git a/public/assets/mango.png b/public/assets/mango.png new file mode 100644 index 0000000..f0616d6 Binary files /dev/null and b/public/assets/mango.png differ diff --git a/public/assets/potatoes.png b/public/assets/potatoes.png new file mode 100644 index 0000000..88199d8 Binary files /dev/null and b/public/assets/potatoes.png differ diff --git a/public/assets/tomatoes.png b/public/assets/tomatoes.png new file mode 100644 index 0000000..d9ef545 Binary files /dev/null and b/public/assets/tomatoes.png differ diff --git a/public/assets/wheat.png b/public/assets/wheat.png new file mode 100644 index 0000000..8827d24 Binary files /dev/null and b/public/assets/wheat.png differ diff --git a/public/favicon.svg b/public/favicon.svg new file mode 100644 index 0000000..6893eb1 --- /dev/null +++ b/public/favicon.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/public/icons.svg b/public/icons.svg new file mode 100644 index 0000000..e952219 --- /dev/null +++ b/public/icons.svg @@ -0,0 +1,24 @@ + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/readme2.md b/readme2.md new file mode 100644 index 0000000..2fa1c77 --- /dev/null +++ b/readme2.md @@ -0,0 +1,252 @@ +# 🌾 Farm2City – Direct Farmer Marketplace (AI + ML Powered) + +Link -- https://devstakes-1.onrender.com/ + + +A modern, full-stack web application that connects farmers directly with buyers, eliminating middlemen and enabling fair pricing using AI and Machine Learning. + +--- + +## 🚀 Overview + +**Farm2City** is a responsive and intelligent marketplace platform where: + +* Farmers can list and manage their products +* Buyers can browse, filter, and purchase items +* AI assists with price prediction, recommendations, and chatbot support + +Built with: + +* **Frontend:** React +* **Backend:** FastAPI +* **Machine Learning:** scikit-learn + +--- + +## ✨ Features + +### 🔐 Authentication + +* Login / Signup system +* Role-based access: + + * Farmer + * Buyer + +--- + +### 🌾 Farmer Dashboard + +* Add products (name, price, quantity, image, category) +* AI-based **price prediction** +* View, update, delete products +* Crop recommendation system + +--- + +### 🛒 Buyer Marketplace + +* Browse products in modern card layout +* Filter by category and price +* View product details +* Add to cart and place orders + +--- + +### 🤖 AI Chatbot + +* Floating chatbot UI +* Answers: + + * Crop prices + * Farming tips + * Platform help + +--- + +### 🧠 Machine Learning Features + +#### 1. Smart Price Prediction + +* Predicts product price based on: + + * category + * month + * rainfall (dummy/real) +* Built using regression model + +#### 2. Crop Recommendation + +* Suggests crops based on: + + * soil type + * season + +#### 3. Intelligent Chatbot + +* Uses keyword-based NLP logic + +--- + +### 💬 Negotiation Chat + +* Simulated chat between buyer and farmer +* No real-time backend required + +--- + +### 📦 Order System + +* Add to cart +* Place order +* Order confirmation + +--- + +### 🎨 UI/UX Highlights + +* Dark gradient theme (black → purple/blue) +* Glassmorphism cards +* Smooth animations +* Responsive design +* Clean and modern layout + +--- + +## 🧱 Tech Stack + +| Layer | Technology | +| --------- | ------------- | +| Frontend | React | +| Backend | FastAPI | +| ML | scikit-learn | +| Database | SQLite / JSON | +| API Calls | Axios | + +--- + +## 📁 Project Structure + +``` +farm2city/ +│ +├── frontend/ (React) +│ ├── src/ +│ ├── components/ +│ ├── pages/ +│ └── App.js +│ +├── backend/ (FastAPI) +│ ├── main.py +│ ├── routes/ +│ ├── models/ +│ ├── ml/ +│ │ ├── train.py +│ │ ├── model.pkl +│ │ └── utils.py +│ +└── README.md +``` + +--- + +## ⚙️ Installation & Setup + +### 🔹 Backend (FastAPI) + +```bash +cd backend +pip install -r requirements.txt +uvicorn main:app --reload +``` + +--- + +### 🔹 Frontend (React) + +```bash +cd frontend +npm install +npm start +``` + +--- + +## 🔗 API Endpoints + +### Auth + +* `POST /signup` +* `POST /login` + +### Products + +* `GET /products` +* `POST /products` +* `PUT /products/{id}` +* `DELETE /products/{id}` + +### ML APIs + +* `GET /predict-price` +* `GET /recommend-crop` + +### Orders + +* `POST /orders` +* `GET /orders` + +### Chatbot + +* `POST /chat` + +--- + +## 📊 Machine Learning Workflow + +1. Train model using CSV dataset +2. Save model using joblib +3. Load model in FastAPI +4. Serve predictions via API +5. Display results in React UI + +--- + +## ⚡ Performance + +* Fast API responses (<500ms) +* Optimized React rendering +* Minimal loading states +* Smooth UX across devices + +--- + +## ❌ Constraints + +* No heavy deep learning frameworks +* No overcomplicated architecture +* Focus on usability and speed + +--- + +## 🌟 Future Improvements + +* Real-time chat (WebSockets) +* Payment gateway integration +* Advanced ML models +* Location-based recommendations + +--- + + +## 💡 Inspiration + +Bridging the gap between farmers and consumers using technology, AI, and data-driven insights. + +--- + +## ⭐ Final Note + +This project demonstrates how a **simple idea + clean execution + AI integration** can create a powerful real-world solution. + +--- diff --git a/src/App.jsx b/src/App.jsx new file mode 100644 index 0000000..6f58be5 --- /dev/null +++ b/src/App.jsx @@ -0,0 +1,54 @@ +import { useState } from 'react' +import { Routes, Route, Navigate } from 'react-router-dom' +import Navbar from './components/Navbar' +import Home from './pages/Home' +import Marketplace from './pages/Marketplace' +import ProductDetails from './pages/ProductDetails' +import Cart from './pages/Cart' +import Profile from './pages/Profile' +import Dashboard from './pages/Dashboard' +import Chat from './pages/Chat' +import Login from './pages/Login' +import AIChatbot from './components/AIChatbot' + +function App() { + const [cart, setCart] = useState([]) + const [user, setUser] = useState(null) + + const addToCart = (product) => { + setCart((prev) => { + const existing = prev.find(item => item.id === product.id) + if (existing) { + return prev.map(item => item.id === product.id ? { ...item, quantity: item.quantity + 1 } : item) + } + return [...prev, { ...product, quantity: 1 }] + }) + } + + const removeFromCart = (id) => { + setCart(prev => prev.filter(item => item.id !== id)) + } + + return ( +
+ acc + item.quantity, 0)} user={user} setUser={setUser} /> + +
+ + } /> + } /> + } /> + } /> + } /> + : } /> + : } /> + : } /> + +
+ + +
+ ) +} + +export default App diff --git a/src/components/AIChatbot.jsx b/src/components/AIChatbot.jsx new file mode 100644 index 0000000..7daffab --- /dev/null +++ b/src/components/AIChatbot.jsx @@ -0,0 +1,210 @@ +import { useState, useEffect, useRef } from 'react' +import { MessageCircle, X, Send, Bot } from 'lucide-react' +import axios from 'axios' + +const API = 'http://localhost:8000' + +const SUGGESTIONS = [ + 'What should I grow in black soil in monsoon?', + 'What is the price of tomatoes?', + 'Give me farming tips', + 'How do I use the platform?', +] + +export default function AIChatbot() { + const [isOpen, setIsOpen] = useState(false) + const [messages, setMessages] = useState([ + { + text: "Hi! 👋 I'm AgriBot, your AI farming assistant. Ask me about crop prices, recommendations, farming tips, or how to use Farm2City!", + isBot: true, + }, + ]) + const [input, setInput] = useState('') + const [isTyping, setIsTyping] = useState(false) + const bottomRef = useRef(null) + + // Auto-scroll to latest message + useEffect(() => { + if (bottomRef.current) bottomRef.current.scrollIntoView({ behavior: 'smooth' }) + }, [messages, isTyping]) + + const sendMessage = async (text) => { + const query = (text || input).trim() + if (!query) return + + setMessages(prev => [...prev, { text: query, isBot: false }]) + setInput('') + setIsTyping(true) + + try { + const { data } = await axios.post(`${API}/chat`, { query }) + setMessages(prev => [...prev, { text: data.reply, isBot: true }]) + } catch { + setMessages(prev => [...prev, { + text: '⚠️ Unable to connect to the AI server. Please make sure the backend is running.', + isBot: true, + }]) + } finally { + setIsTyping(false) + } + } + + return ( + <> + {/* Floating toggle button */} + + + {/* Chat panel */} + {isOpen && ( +
+ {/* Header */} +
+
+ +
+
+
AgriBot AI
+
+ + Online · ML-powered +
+
+
+ + {/* Messages */} +
+ {messages.map((msg, i) => ( +
+ {msg.text} +
+ ))} + + {/* Typing indicator */} + {isTyping && ( +
+ {[0, 0.2, 0.4].map((delay, i) => ( + + ))} +
+ )} +
+
+ + {/* Quick suggestions (shown when empty) */} + {messages.length === 1 && ( +
+ {SUGGESTIONS.map((s, i) => ( + + ))} +
+ )} + + {/* Input */} +
+ setInput(e.target.value)} + onKeyDown={e => e.key === 'Enter' && sendMessage()} + placeholder="Ask AgriBot…" + style={{ + flex: 1, background: 'rgba(0,0,0,0.25)', border: '1px solid var(--glass-border)', + borderRadius: '20px', padding: '0.65rem 1rem', color: 'white', outline: 'none', + fontSize: '0.9rem', + }} + /> + +
+
+ )} + + ) +} diff --git a/src/components/Navbar.jsx b/src/components/Navbar.jsx new file mode 100644 index 0000000..98d8c10 --- /dev/null +++ b/src/components/Navbar.jsx @@ -0,0 +1,113 @@ +import { Link, useLocation, useNavigate } from 'react-router-dom' +import { ShoppingCart, User, Sprout, LayoutDashboard, MessageSquare, LogOut } from 'lucide-react' + +export default function Navbar({ cartCount, user, setUser }) { + const location = useLocation() + const navigate = useNavigate() + + const isActive = (path) => location.pathname === path + + const handleSignOut = () => { + setUser(null) + navigate('/') + } + + return ( + + ) +} + +const navLinkStyle = { + display: 'flex', + alignItems: 'center', + gap: '0.5rem', + textDecoration: 'none', + fontWeight: 500, + transition: 'color 0.3s ease' +} diff --git a/src/components/ProductCard.jsx b/src/components/ProductCard.jsx new file mode 100644 index 0000000..bc9dc23 --- /dev/null +++ b/src/components/ProductCard.jsx @@ -0,0 +1,60 @@ +import { ShoppingCart, Heart, Star } from 'lucide-react' +import { Link } from 'react-router-dom' + +export default function ProductCard({ product, addToCart }) { + return ( +
+
+ {product.name} +
+ +
+
+ +
+
+

{product.name}

+
+ {product.rating} +
+
+ +

+ By {product.farmer} +

+ +
+
+ ₹{product.price.toFixed(2)}/{product.unit} +
+
+ + Details + + +
+
+
+
+ ) +} diff --git a/src/data/mockData.js b/src/data/mockData.js new file mode 100644 index 0000000..805c37f --- /dev/null +++ b/src/data/mockData.js @@ -0,0 +1,70 @@ +export const products = [ + { + id: 1, + name: 'Organic Red Tomatoes', + price: 40, + unit: 'kg', + farmer: 'Green Valley Farm', + rating: 4.8, + category: 'Vegetables', + image: '/assets/tomatoes.png', + description: 'Fresh, vine-ripened organic tomatoes packed with flavor. Grown without synthetic pesticides.' + }, + { + id: 2, + name: 'Crisp Orchard Apples', + price: 120, + unit: 'kg', + farmer: 'Sunny Hill Orchards', + rating: 4.9, + category: 'Fruits', + image: '/assets/apples.png', + description: 'Hand-picked, perfectly crisp apples directly from our orchard.' + }, + { + id: 3, + name: 'Rustic Farm Potatoes', + price: 30, + unit: 'kg', + farmer: 'Earth Roots Co.', + rating: 4.6, + category: 'Vegetables', + image: '/assets/potatoes.png', + description: 'Freshly harvested organic potatoes, perfect for mashing, roasting, or boiling.' + }, + { + id: 4, + name: 'Golden Sweet Corn', + price: 25, + unit: 'kg', + farmer: 'Sunshine Acres', + rating: 4.7, + category: 'Vegetables', + image: '/assets/corn.png', + description: 'Freshly harvested organic golden sweet corn perfect for roasting or boiling.' + }, + { + id: 5, + name: 'Organic Golden Wheat', + price: 55, + unit: 'kg', + farmer: 'Amber Waves Farm', + rating: 4.5, + category: 'Grains', + image: '/assets/wheat.png', + description: 'High quality golden organic wheat stalks harvested with care.' + }, + { + id: 6, + name: 'Ripe Yellow Mangoes', + price: 150, + unit: 'kg', + farmer: 'Tropical Harvest', + rating: 4.9, + category: 'Fruits', + image: '/assets/mango.png', + description: 'Fresh, sweet, and juicy hand-picked tropical organic yellow mangoes.' + } +] + +export const heroImage = 'https://images.unsplash.com/photo-1500937386664-56d1dfef3854?q=80&w=2070&auto=format&fit=crop' diff --git a/src/index.css b/src/index.css new file mode 100644 index 0000000..d47d4da --- /dev/null +++ b/src/index.css @@ -0,0 +1,161 @@ +@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600&family=Poppins:wght@400;500;600;700&display=swap'); + +:root { + --bg-gradient: #ffffff; + --glass-bg: #f7fdf0; + --glass-border: #d4eeb5; + --glass-shadow: 0 4px 15px rgba(0, 0, 0, 0.05); + --text-primary: #1b3a0a; + --text-secondary: #4a7d25; + --accent-color: #6fb526; + --accent-hover: #5d971e; + --success-color: #10b981; + --danger-color: #ef4444; +} + +* { + box-sizing: border-box; + margin: 0; + padding: 0; + font-family: 'Inter', sans-serif; +} + +h1, h2, h3, h4, h5, h6, .poppins { + font-family: 'Poppins', sans-serif; +} + +body { + background: var(--bg-gradient); + background-attachment: fixed; + color: var(--text-primary); + min-height: 100vh; + overflow-x: hidden; +} + +/* Glassmorphism Utilities */ +.glass-panel { + background: var(--glass-bg); + backdrop-filter: blur(12px); + -webkit-backdrop-filter: blur(12px); + border: 1px solid var(--glass-border); + box-shadow: var(--glass-shadow); + border-radius: 16px; +} + +.glass-card { + background: var(--glass-bg); + backdrop-filter: blur(8px); + -webkit-backdrop-filter: blur(8px); + border: 1px solid var(--glass-border); + border-radius: 16px; + transition: transform 0.3s ease, box-shadow 0.3s ease, background 0.3s ease; + overflow: hidden; +} + +.glass-card:hover { + transform: translateY(-5px); + box-shadow: 0 15px 35px rgba(0, 0, 0, 0.5); + background: rgba(255, 255, 255, 0.08); +} + +/* Buttons */ +.btn { + display: inline-flex; + align-items: center; + justify-content: center; + gap: 0.5rem; + padding: 0.75rem 1.5rem; + border-radius: 8px; + font-weight: 600; + cursor: pointer; + transition: all 0.3s ease; + border: none; + font-family: 'Poppins', sans-serif; +} + +.btn-primary { + background: linear-gradient(135deg, #8ad33b, #65a822); + color: white; + box-shadow: 0 4px 15px rgba(101, 168, 34, 0.3); +} + +.btn-primary:hover { + background: linear-gradient(135deg, #74b82d, #528c19); + box-shadow: 0 6px 20px rgba(101, 168, 34, 0.5); + transform: translateY(-2px); +} + +.btn-secondary { + background: transparent; + color: var(--text-primary); + border: 1px solid var(--accent-color); +} + +.btn-secondary:hover { + background: rgba(111, 181, 38, 0.1); + border-color: var(--accent-hover); +} + +/* Animations */ +@keyframes fadeIn { + from { opacity: 0; transform: translateY(20px); } + to { opacity: 1; transform: translateY(0); } +} + +.animate-fade-in { + animation: fadeIn 0.6s ease-out forwards; +} + +@keyframes pulse-glow { + 0% { box-shadow: 0 0 0 0 rgba(114, 184, 38, 0.4); } + 70% { box-shadow: 0 0 0 15px rgba(114, 184, 38, 0); } + 100% { box-shadow: 0 0 0 0 rgba(114, 184, 38, 0); } +} + +/* Layout */ +.container { + max-width: 1280px; + margin: 0 auto; + padding: 0 1.5rem; +} + +/* Utilities */ +.text-gradient { + background: linear-gradient(to right, #b4f177, #72b826, #40750e); + -webkit-background-clip: text; + -webkit-text-fill-color: transparent; + background-clip: text; +} + +.floating-dots { + display: flex; + gap: 4px; +} +.floating-dots span { + width: 6px; + height: 6px; + background: currentColor; + border-radius: 50%; + animation: bounce 1.4s infinite ease-in-out both; +} +.floating-dots span:nth-child(1) { animation-delay: -0.32s; } +.floating-dots span:nth-child(2) { animation-delay: -0.16s; } + +@keyframes bounce { + 0%, 80%, 100% { transform: scale(0); } + 40% { transform: scale(1); } +} + +::-webkit-scrollbar { + width: 8px; +} +::-webkit-scrollbar-track { + background: #f7fdf0; +} +::-webkit-scrollbar-thumb { + background: #d4eeb5; + border-radius: 4px; +} +::-webkit-scrollbar-thumb:hover { + background: #6fb526; +} diff --git a/src/main.jsx b/src/main.jsx new file mode 100644 index 0000000..f4fa3e5 --- /dev/null +++ b/src/main.jsx @@ -0,0 +1,13 @@ +import React from 'react' +import ReactDOM from 'react-dom/client' +import { BrowserRouter } from 'react-router-dom' +import App from './App.jsx' +import './index.css' + +ReactDOM.createRoot(document.getElementById('root')).render( + + + + + , +) diff --git a/src/pages/Cart.jsx b/src/pages/Cart.jsx new file mode 100644 index 0000000..596cbca --- /dev/null +++ b/src/pages/Cart.jsx @@ -0,0 +1,129 @@ +import { useState } from 'react' +import { Link } from 'react-router-dom' +import { Trash2, ArrowRight, CheckCircle } from 'lucide-react' + +export default function Cart({ cart, removeFromCart, setCart }) { + const [success, setSuccess] = useState(false) + + const total = cart.reduce((acc, item) => acc + (item.price * item.quantity), 0) + + const updateQuantity = (id, delta) => { + setCart(prev => prev.map(item => { + if (item.id === id) { + const newQ = item.quantity + delta; + return { ...item, quantity: newQ > 0 ? newQ : 1 } + } + return item + })) + } + + if (success) { + return ( +
+
+ +

Order Placed!

+

+ Your order has been sent to the farmers. They will prepare your fresh produce for pick-up/delivery. +

+ + Continue Shopping + +
+
+ ) + } + + if (cart.length === 0) { + return ( +
+

Your Cart is Empty

+

Looks like you haven't added any fresh produce yet.

+ Browse Marketplace +
+ ) + } + + return ( +
+

Your Cart

+ +
+
+ {cart.map(item => ( +
+ {item.name} +
+

{item.name}

+

{item.farmer}

+
₹{item.price.toFixed(2)} / {item.unit}
+
+ +
+ + {item.quantity} + +
+ +
+ ₹{(item.price * item.quantity).toFixed(2)} +
+ + +
+ ))} +
+ +
+
+

Order Summary

+ +
+ Subtotal + ₹{total.toFixed(2)} +
+
+ Platform Fee + ₹{(total * 0.05).toFixed(2)} +
+ +
+ Total + ₹{(total * 1.05).toFixed(2)} +
+ + +
+
+
+
+ ) +} + +const qtyBtnStyle = { + background: 'transparent', + border: 'none', + color: 'white', + fontSize: '1.25rem', + cursor: 'pointer', + width: '30px', + height: '30px', + display: 'flex', + justifyContent: 'center', + alignItems: 'center', + borderRadius: '4px' +} diff --git a/src/pages/Chat.jsx b/src/pages/Chat.jsx new file mode 100644 index 0000000..b508482 --- /dev/null +++ b/src/pages/Chat.jsx @@ -0,0 +1,110 @@ +import { useState } from 'react' +import { Send, PhoneCall, Video } from 'lucide-react' + +export default function Chat() { + const [messages, setMessages] = useState([ + { text: "Hi, I'm interested in the organic tomatoes.", isMine: true }, + { text: "Hello! They are fresh out of the field today. How many kg do you need?", isMine: false, sender: "Green Valley Farm" }, + { text: "I need around 10 kg. Can we do ₹380 total?", isMine: true } + ]) + const [input, setInput] = useState('') + + const handleSend = () => { + if (!input.trim()) return + setMessages([...messages, { text: input, isMine: true }]) + setInput('') + + // Mock response + setTimeout(() => { + setMessages(prev => [...prev, { text: "Sure, I can do ₹380 for 10 kg. I'll update the price for you to checkout.", isMine: false, sender: "Green Valley Farm" }]) + }, 1500) + } + + return ( +
+ +
+ + {/* Contact List Sidebar */} +
+
+

Messages

+
+ +
+
+
Green Valley Farm
+
+ Sure, I can do $22 for 10 lbs... +
+
+ {/* Add more mock contacts as needed */} +
+
+ + {/* Chat Window */} +
+ +
+
+
+ GV +
+
+

Green Valley Farm

+ Online +
+
+
+ + +
+
+ +
+ {messages.map((msg, i) => ( +
+ {!msg.isMine &&
{msg.sender}
} +
+ {msg.text} +
+
+ ))} +
+ +
+ setInput(e.target.value)} + onKeyDown={(e) => e.key === 'Enter' && handleSend()} + placeholder="Type your message..." + style={{ + flex: 1, + background: 'rgba(0,0,0,0.2)', + border: '1px solid var(--glass-border)', + borderRadius: '8px', + padding: '0 1.5rem', + color: 'white', + outline: 'none' + }} + /> + +
+ +
+ +
+
+ ) +} diff --git a/src/pages/Dashboard.jsx b/src/pages/Dashboard.jsx new file mode 100644 index 0000000..6e95b31 --- /dev/null +++ b/src/pages/Dashboard.jsx @@ -0,0 +1,318 @@ +import { useState } from 'react' +import { + PlusCircle, + Package as PkgIcon, + DollarSign, + Activity, + Image as ImageIcon, + Sparkles, + Droplets, + Calendar, + Leaf, +} from 'lucide-react' +import axios from 'axios' +import { products } from '../data/mockData' + +const API = 'http://localhost:8000' + +export default function Dashboard() { + const [activeTab, setActiveTab] = useState('add') + + // ── Add Product state ────────────────────────────────────────────────────── + const [cropType, setCropType] = useState('tomatoes') + const [month, setMonth] = useState(new Date().getMonth() + 1) + const [rainfall, setRainfall] = useState(150) + const [price, setPrice] = useState('') + const [suggestedPrice, setSuggestedPrice] = useState(null) + const [priceLoading, setPriceLoading] = useState(false) + const [priceError, setPriceError] = useState(null) + + // ── Crop Recommendation state ────────────────────────────────────────────── + const [soilType, setSoilType] = useState('loamy') + const [season, setSeason] = useState('summer') + const [recommendation, setRecommendation] = useState(null) + const [recLoading, setRecLoading] = useState(false) + const [recError, setRecError] = useState(null) + + // ── Handlers ─────────────────────────────────────────────────────────────── + const handleSuggest = async () => { + setPriceLoading(true) + setSuggestedPrice(null) + setPriceError(null) + try { + const { data } = await axios.get(`${API}/predict-price`, { + params: { category: cropType, month: Number(month), rainfall: Number(rainfall) }, + }) + setSuggestedPrice(data.predicted_price) + } catch { + setPriceError('Could not reach the AI server. Is the backend running?') + } finally { + setPriceLoading(false) + } + } + + const handleRecommend = async () => { + setRecLoading(true) + setRecommendation(null) + setRecError(null) + try { + const { data } = await axios.get(`${API}/recommend-crop`, { + params: { soil: soilType, season }, + }) + setRecommendation(data.recommended_crop) + } catch { + setRecError('Could not reach the AI server. Is the backend running?') + } finally { + setRecLoading(false) + } + } + + // ── Render ───────────────────────────────────────────────────────────────── + return ( +
+ {/* Header */} +
+

Farmer Dashboard

+
+ + Status: Active +
+
+ +
+ + {/* ── Sidebar ── */} +
+ {[ + { key: 'add', icon: , label: 'Add Product' }, + { key: 'manage', icon: , label: 'My Products' }, + { key: 'ai', icon: , label: 'AI Insights' }, + ].map(({ key, icon, label }) => ( + + ))} +
+ + {/* ── Content ── */} +
+ + {/* ── Add Product Tab ── */} + {activeTab === 'add' && ( +
+

Add New Product

+ +
+ {/* Left column */} +
+ + {/* Crop type */} +
+ + +
+ + {/* Month + Rainfall */} +
+
+ + setMonth(e.target.value)} style={inputStyle} /> +
+
+ + setRainfall(e.target.value)} style={inputStyle} /> +
+
+ + {/* Price + AI Suggest */} +
+ +
+
+ + setPrice(e.target.value)} + placeholder="0.00" + style={{ ...inputStyle, paddingLeft: '2.5rem' }} + /> +
+ +
+
+ + {/* Price result */} + {suggestedPrice !== null && ( +
+
+
AI Suggested Price
+
₹{suggestedPrice} / kg
+
+ +
+ )} + {priceError &&
{priceError}
} + + +
+ + {/* Right column — image upload */} +
+ +
+ +

Click or drag image to upload

+
+
+
+
+ )} + + {/* ── My Products Tab ── */} + {activeTab === 'manage' && ( +
+

My Listed Products

+ + + + {['Product', 'Category', 'Price', 'Status'].map(h => ( + + ))} + + + + {products.slice(0, 4).map((p, i) => ( + + + + + + + ))} + +
{h}
+ {p.name} + {p.name} + {p.category}₹{p.price.toFixed(2)} + Active +
+
+ )} + + {/* ── AI Insights Tab ── */} + {activeTab === 'ai' && ( +
+
+ +

AI Crop Suggestions

+
+

+ Get ML-powered recommendations on what to grow based on your soil type and the current season. +

+ +
+
+ + +
+
+ + +
+
+ + + + {recommendation && ( +
+

Best crop for {soilType} soil · {season}

+
{recommendation}
+

+ Our ML model predicts {recommendation} will yield + the best results and market demand for {soilType} soil during {season}. +

+
+ )} + {recError &&
{recError}
} +
+ )} + +
+
+
+ ) +} + +// ── Styles ───────────────────────────────────────────────────────────────────── +const tabStyle = { + width: '100%', padding: '1rem', background: 'transparent', border: 'none', + color: 'var(--text-secondary)', textAlign: 'left', borderRadius: '8px', + cursor: 'pointer', display: 'flex', alignItems: 'center', gap: '0.75rem', + fontSize: '1rem', marginBottom: '0.5rem', transition: 'all 0.2s', +} +const activeTabStyle = { ...tabStyle, background: 'rgba(114,184,38,0.15)', color: 'var(--text-primary)' } +const labelStyle = { display: 'block', marginBottom: '0.5rem', color: 'var(--text-secondary)', fontSize: '0.9rem' } +const inputStyle = { + width: '100%', background: 'var(--glass-bg)', border: '1px solid var(--glass-border)', + color: 'var(--text-primary)', padding: '0.75rem 1rem', borderRadius: '8px', outline: 'none', + boxSizing: 'border-box', +} +const tdStyle = { + padding: '1rem', borderBottom: '1px solid rgba(255,255,255,0.05)', + display: 'table-cell', verticalAlign: 'middle', +} +const suggestBoxStyle = { + padding: '1rem 1.25rem', background: 'rgba(114,184,38,0.1)', + border: '1px solid #72b826', borderRadius: '10px', + display: 'flex', justifyContent: 'space-between', alignItems: 'center', +} +const errorStyle = { + padding: '0.75rem 1rem', background: 'rgba(239,68,68,0.1)', + border: '1px solid rgba(239,68,68,0.4)', borderRadius: '8px', + color: '#fca5a5', fontSize: '0.9rem', +} +const dotStyle = { + display: 'inline-block', + animation: 'bounce 1s infinite', +} diff --git a/src/pages/Home.jsx b/src/pages/Home.jsx new file mode 100644 index 0000000..17126ff --- /dev/null +++ b/src/pages/Home.jsx @@ -0,0 +1,91 @@ +import { Link } from 'react-router-dom' +import { ArrowRight, Leaf, ShieldCheck, TrendingDown } from 'lucide-react' +import { heroImage } from '../data/mockData' + +export default function Home() { + return ( +
+
+
+
+ +
+

+ Connecting Farmers Direct to Consumers +

+

+ Bypass the middlemen. Buy fresh, organic produce directly from local farmers with AI-driven fair pricing and transparent sourcing. +

+
+ + Explore Marketplace + + + Get Started + +
+
+
+ +
+
+ +
+
+ +
+

Direct Buying

+

Get products directly from the farm to your table, ensuring maximum freshness.

+
+ +
+
+ +
+

AI Price Suggestions

+

Our smart algorithms suggest realistic, fair prices based on market trends.

+
+ +
+
+ +
+

Transparent Pricing

+

No hidden fees. Every transaction is 100% transparent and direct.

+
+ +
+
+ +
+
+

Thought of the Day

+

+ "The discovery of agriculture was the first big step toward a civilized life." +

+

— Arthur Keith

+
+
+
+ ) +} diff --git a/src/pages/Login.jsx b/src/pages/Login.jsx new file mode 100644 index 0000000..9d1bf21 --- /dev/null +++ b/src/pages/Login.jsx @@ -0,0 +1,91 @@ +import { useState } from 'react' +import { useNavigate } from 'react-router-dom' +import { User, Tractor, ShieldCheck } from 'lucide-react' + +export default function Login({ setUser }) { + const navigate = useNavigate() + const [role, setRole] = useState('buyer') // 'buyer' or 'farmer' + + const handleLogin = (e) => { + e.preventDefault() + // Mock login by setting user state + setUser({ + name: role === 'farmer' ? 'Green Valley Farm' : 'John Doe', + role: role + }) + + // Redirect based on role + if (role === 'farmer') { + navigate('/dashboard') + } else { + navigate('/marketplace') + } + } + + return ( +
+
+ + {/* Decorative elements */} +
+
+ +
+
+
+ +
+

Welcome Back

+

Sign in to continue to Farm2City

+
+ +
+ + +
+ +
+
+ + +
+
+ + +
+ + +
+ +

+ By signing in, you agree to our Terms of Service & Privacy Policy. +

+
+
+
+ ) +} diff --git a/src/pages/Marketplace.jsx b/src/pages/Marketplace.jsx new file mode 100644 index 0000000..11d4f29 --- /dev/null +++ b/src/pages/Marketplace.jsx @@ -0,0 +1,87 @@ +import { useState } from 'react' +import ProductCard from '../components/ProductCard' +import { products as mockProducts } from '../data/mockData' +import { Filter, Search } from 'lucide-react' + +export default function Marketplace({ addToCart }) { + const [filter, setFilter] = useState('All') + const [search, setSearch] = useState('') + + const categories = ['All', 'Vegetables', 'Fruits', 'Grains'] + + const filteredProducts = mockProducts.filter(p => { + const matchesFilter = filter === 'All' || p.category === filter + const matchesSearch = p.name.toLowerCase().includes(search.toLowerCase()) + return matchesFilter && matchesSearch + }) + + return ( +
+
+
+

Fresh Marketplace

+

Support local farmers directly.

+
+ +
+
+ + setSearch(e.target.value)} + style={{ + background: 'var(--glass-bg)', + border: '1px solid var(--glass-border)', + padding: '0.75rem 1rem 0.75rem 3rem', + borderRadius: '8px', + color: 'var(--text-primary)', + outline: 'none', + minWidth: '250px' + }} + /> +
+ +
+ + {categories.map(c => ( + + ))} +
+
+
+ + {filteredProducts.length > 0 ? ( +
+ {filteredProducts.map(product => ( + + ))} +
+ ) : ( +
+

No products found

+

Try adjusting your search or filters.

+
+ )} +
+ ) +} diff --git a/src/pages/ProductDetails.jsx b/src/pages/ProductDetails.jsx new file mode 100644 index 0000000..f0e14de --- /dev/null +++ b/src/pages/ProductDetails.jsx @@ -0,0 +1,72 @@ +import { useParams, Link } from 'react-router-dom' +import { ShoppingCart, MessageSquare, ArrowLeft, Star, ShieldCheck } from 'lucide-react' +import { products } from '../data/mockData' + +export default function ProductDetails({ addToCart }) { + const { id } = useParams() + const product = products.find(p => p.id === parseInt(id)) + + if (!product) return
Product not found.
+ + return ( +
+ + Back to Marketplace + + +
+ +
+ {product.name} +
+ +
+
+ {product.category} + • + + {product.rating} Rating + +
+ +

{product.name}

+

{product.description}

+ +
+
+ {product.farmer.charAt(0)} +
+
+

Farmer / Seller

+

{product.farmer}

+
+
+ Verified +
+
+ +
+ ₹{product.price.toFixed(2)} / {product.unit} +
+ +
+ + + + Negotiate with Farmer + +
+
+ +
+
+ ) +} diff --git a/src/pages/Profile.jsx b/src/pages/Profile.jsx new file mode 100644 index 0000000..f30a5a8 --- /dev/null +++ b/src/pages/Profile.jsx @@ -0,0 +1,96 @@ +import { User, MapPin, Phone, Package, Calendar, LogOut } from 'lucide-react' + +export default function Profile({ user }) { + const mockOrders = [ + { id: 'ORD-29381', date: 'Oct 14, 2026', total: 1250.50, status: 'Delivered', items: 3 }, + { id: 'ORD-29302', date: 'Oct 02, 2026', total: 600.00, status: 'Delivered', items: 1 } + ] + + return ( +
+

My Profile

+ +
+ + {/* Profile Details Sidebar */} +
+
+
+ +
+

{user.name}

+ + {user.role} + +
+ +
+
+ + +1 (555) 123-4567 +
+
+ + 123 Market St, San Francisco, CA +
+
+ + +
+ + {/* Order History */} +
+

Order History

+ +
+ {mockOrders.map(order => ( +
+
+
+ {order.id} +
+ + {order.status} + +
+ +
+
+ {order.date} +
+
+ {order.items} Items +
+
+ ₹{order.total.toFixed(2)} +
+
+
+ ))} +
+
+ +
+
+ ) +} diff --git a/teams/.gitkeep b/teams/.gitkeep deleted file mode 100644 index e69de29..0000000 diff --git a/vite.config.js b/vite.config.js new file mode 100644 index 0000000..8b0f57b --- /dev/null +++ b/vite.config.js @@ -0,0 +1,7 @@ +import { defineConfig } from 'vite' +import react from '@vitejs/plugin-react' + +// https://vite.dev/config/ +export default defineConfig({ + plugins: [react()], +})