KrishiGPT Project Requirements

Great! Since you want to make your Agriculture Assistant Project dynamic, not static, and fetch all stage-wise data using the Gemini API, I’ll now give you a fully enhanced project structure and master prompt integrated with:

✅ Dynamic AI API Integration (via Gemini API) ✅ Modular, real-time crop advisory per farmer input ✅ API-based prompt template that sends user inputs to Gemini and parses responses ✅ All 12 smart features built-in with clear architecture

🌿💻 Project Name: KrishiGPT – Smart Dynamic Agriculture Assistant 🔧 Tech Stack Component Tech Frontend HTML + JS (or React/Vue) Backend Python Flask / Node.js LLM API Gemini API (preferred) API Key AIzaSyB2hcx9W680IBHmu1RP9tgwWCYf6zxUGLA Data Flow Dynamic via LLM (Gemini)

🧠 Master Prompt (Dynamic - Gemini API Ready) This prompt will be sent to Gemini API dynamically on each user input.

🔻 Send this full prompt as prompt key in your Gemini API call: text Copy Edit You are an expert agriculture assistant helping Indian farmers grow crops successfully.

The farmer has provided the following information:

Crop Name: {{crop_name}}
Land Size: {{land_size}} (acres/hectares)
State: {{state}}
City/Town/Village: {{city}}
Country: India
Start Date of Cultivation: {{start_date}} (YYYY-MM-DD)

Please generate complete, practical and localized guidance based on Indian conditions and agronomic standards. Your response should be structured into the following 12 sections, updated dynamically per user input:

🔶 1. Crop Cultivation Calendar & Timeline

Create a stage-wise calendar for {{crop_name}} in {{city}}, {{state}} from {{start_date}}.
Include stages: Land Preparation, Sowing, Germination, Vegetative Growth, Flowering, Fruiting, Harvesting.
Mention duration (days/weeks), and estimated harvest date.
Use progress bars or formatted timeline if possible.

🔷 2. Current Progress Tracker

Calculate current crop stage based on today’s date and show % progress of full lifecycle.

🔶 3. Crop Suitability Analysis

Evaluate if {{crop_name}} is suitable for {{city}}, {{state}}, India.
If not, suggest alternatives or modifications.

🔷 4. Government Schemes & Subsidies

List active schemes in {{state}} relevant to {{crop_name}}.
Include: Scheme Name, Eligibility, Benefits, Application Portal (link if known).

🔶 5. Crop Lifecycle Images

For each stage, provide either image URLs or text descriptions.
- Seedling, Vegetative, Flowering, Fruiting, Harvesting

🔷 6. Disease & Pest Alerts

List stage-wise pests/diseases common in {{city}}, {{state}} for {{crop_name}}.
Include: Name, Early signs, Prevention, Mitigation, Treatment (organic or pesticide).

🔶 7. Best Practices per Stage

For each stage:
- Fertilizers to use (organic/inorganic)
- Irrigation methods
- Weeding
- Crop rotation/intercropping tips

🟢 8. Weather & Irrigation Advisory

Provide 7-day weather forecast for {{city}}, {{state}}.
Recommend irrigation schedules and precautions for rain/drought.

🟣 9. Daily Farming To-Do List & Reminders

Based on current stage, list today’s key tasks, fertilizer use, inspection steps.

🔴 10. Market Rate & Selling Suggestions

Show mandi prices of {{crop_name}} in nearby regions of {{city}}, {{state}}.
Suggest ideal selling times and FPOs or eNAM options.

🟠 11. Farmer Forum & Krishi Help Centers

Show nearest KVKs or agri-officers for support.
List active Telegram/WhatsApp groups for {{crop_name}}.

🔵 12. Cost Estimator & Profit Calculator

Based on {{land_size}}, estimate:
- Input costs (seed, fertilizer, labor)
- Yield
- Revenue
- Net Profit

i want each and every component for every functionality

KrishiGPT – Smart Dynamic Agriculture Assistant

I'll create a comprehensive Next.js application that integrates with the Gemini API to provide dynamic agricultural guidance based on farmer inputs. The application will include all 12 components you specified, with a clean, user-friendly interface.

136d ago

The code returns the following error:

formatDate is not defined

  at getMockData (/lib/actions)
  at getCropAdvisory (/lib/actions)
  at async CropAdvisory (/components/crop-advisory)

Revise the code to address the error.

I was previewing: /

136d ago

I'll fix the error by adding the missing formatDate function and other helper functions that are referenced in the getMockData function.

I've fixed the error by adding the missing helper functions to the lib/actions.ts file:

Added the formatDate function that was missing but being used in the code
Added helper functions for determining crop stages and progress:
- getCurrentStage - Determines the current growth stage based on days since planting
- getNextMilestone - Gets the next upcoming stage
- getDaysToNextMilestone - Calculates days until the next stage
- getCompletedStages - Lists all completed stages
- getUpcomingStages - Lists all upcoming stages
Added a generateWeatherForecast function to create mock weather data
Fixed the incomplete code at the end of the getMockData function

These changes will ensure the application can generate mock data properly when the Gemini API call fails or during development. The application should now work correctly, displaying all 12 components of the agriculture assistant with appropriate data.

136d ago

The code returns the following error:

Error calling Gemini API: [GoogleGenerativeAI Error]: Error fetching from https://generativelanguage.googleapis.com/v1beta/models/gemini-pro:generateContent: [404 ] models/gemini-pro is not found for API version v1beta, or is not supported for generateContent. Call ListModels to see the list of available models and their supported methods.

  at getCropAdvisory (/lib/actions)
  at async CropAdvisory (/components/crop-advisory)

Revise the code to address the error.

I was previewing: /

Show full message

136d ago

🧠 Master Prompt (Dynamic - Gemini API Ready) This prompt will be sent to Gemini API dynamically on each user input.

🔻 Send this full prompt as prompt key in your Gemini API call: text Copy Edit You are an expert agriculture assistant helping Indian farmers grow crops successfully.

The farmer has provided the following information:

Crop Name: {{crop_name}}
Land Size: {{land_size}} (acres/hectares)
State: {{state}}
City/Town/Village: {{city}}
Country: India
Start Date of Cultivation: {{start_date}} (YYYY-MM-DD)

🔶 1. Crop Cultivation Calendar & Timeline

Create a stage-wise calendar for {{crop_name}} in {{city}}, {{state}} from {{start_date}}.
Include stages: Land Preparation, Sowing, Germination, Vegetative Growth, Flowering, Fruiting, Harvesting.
Mention duration (days/weeks), and estimated harvest date.
Use progress bars or formatted timeline if possible.

🔷 2. Current Progress Tracker

Calculate current crop stage based on today’s date and show % progress of full lifecycle.

🔶 3. Crop Suitability Analysis

Evaluate if {{crop_name}} is suitable for {{city}}, {{state}}, India.
If not, suggest alternatives or modifications.

🔷 4. Government Schemes & Subsidies

List active schemes in {{state}} relevant to {{crop_name}}.
Include: Scheme Name, Eligibility, Benefits, Application Portal (link if known).

🔶 5. Crop Lifecycle Images

For each stage, provide either image URLs or text descriptions.
- Seedling, Vegetative, Flowering, Fruiting, Harvesting

🔷 6. Disease & Pest Alerts

List stage-wise pests/diseases common in {{city}}, {{state}} for {{crop_name}}.
Include: Name, Early signs, Prevention, Mitigation, Treatment (organic or pesticide).

🔶 7. Best Practices per Stage

For each stage:
- Fertilizers to use (organic/inorganic)
- Irrigation methods
- Weeding
- Crop rotation/intercropping tips

🟢 8. Weather & Irrigation Advisory

Provide 7-day weather forecast for {{city}}, {{state}}.
Recommend irrigation schedules and precautions for rain/drought.

🟣 9. Daily Farming To-Do List & Reminders

Based on current stage, list today’s key tasks, fertilizer use, inspection steps.

🔴 10. Market Rate & Selling Suggestions

Show mandi prices of {{crop_name}} in nearby regions of {{city}}, {{state}}.
Suggest ideal selling times and FPOs or eNAM options.

🟠 11. Farmer Forum & Krishi Help Centers

Show nearest KVKs or agri-officers for support.
List active Telegram/WhatsApp groups for {{crop_name}}.

🔵 12. Cost Estimator & Profit Calculator

Based on {{land_size}}, estimate:
- Input costs (seed, fertilizer, labor)
- Yield
- Revenue
- Net Profit

i want each and every component for every functionality

Show full message

136d ago

KrishiGPT – Smart Dynamic Agriculture Assistant

136d ago

The code returns the following error:

formatDate is not defined

  at getMockData (/lib/actions)
  at getCropAdvisory (/lib/actions)
  at async CropAdvisory (/components/crop-advisory)

Revise the code to address the error.

I was previewing: /

136d ago

I'll fix the error by adding the missing formatDate function and other helper functions that are referenced in the getMockData function.

I've fixed the error by adding the missing helper functions to the lib/actions.ts file:

Added the formatDate function that was missing but being used in the code
Added helper functions for determining crop stages and progress:
- getCurrentStage - Determines the current growth stage based on days since planting
- getNextMilestone - Gets the next upcoming stage
- getDaysToNextMilestone - Calculates days until the next stage
- getCompletedStages - Lists all completed stages
- getUpcomingStages - Lists all upcoming stages
Added a generateWeatherForecast function to create mock weather data
Fixed the incomplete code at the end of the getMockData function

136d ago

The code returns the following error:

Error calling Gemini API: [GoogleGenerativeAI Error]: Error fetching from https://generativelanguage.googleapis.com/v1beta/models/gemini-pro:generateContent: [404 ] models/gemini-pro is not found for API version v1beta, or is not supported for generateContent. Call ListModels to see the list of available models and their supported methods.

  at getCropAdvisory (/lib/actions)
  at async CropAdvisory (/components/crop-advisory)

Revise the code to address the error.

I was previewing: /

Show full message

136d ago

cultivation-calendar.tsx

government-schemes.tsx

progress-tracker.tsx

suitability-analysis.tsx

weather-advisory.tsx

farmer-input-form.tsx

cultivation-calendar.tsx

government-schemes.tsx

progress-tracker.tsx

suitability-analysis.tsx

weather-advisory.tsx

farmer-input-form.tsx