0.5×← Perlahan · Cepat →
💬Tekan Play Demo untuk lihat Crop Health Observation Agent.
Demo Complete — All Stages Generated
01 WhatsApp Command
02 Requirement Analysis
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03 Python Script Generation
1
📥
Ambil data lapanganFetch field observations
2
🌿
Analisis kesihatanAnalyze crop stress indicators
3
⚠️
Kesan masalahDetect disease & pest signs
4
📊
Cadangan & laporanGenerate health report
import pandas as pd
def assess_health(field_id):
obs = pd.read_sql("SELECT * FROM field_observations WHERE field_id = ?", field_id)
score = 100
for _, row in obs.iterrows():
if row['stress_level'] > 7: score -= 15
elif row['stress_level'] > 4: score -= 5
if row['pest_count'] > 10: score -= 20
return max(score, 0)
04 Block Diagram
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05 System Schematic
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Always verify health scores with physical field inspection before action.
06 Simulasi Crop Health Scan
Mula Imbasan
07 Crop Health Report
Terminal Log
[SISTEM] Crop Health Observation Agent sedia
System Architecture
🤖 Agent Layer
Observation parser
Health analyzer
Alert generator
🌾 Agriculture Layer
Field DB
Sensor data
Pest database
Reports
Safety Notes
- Verify health scores with physical field inspection before action.
- Configure role-based access for field data.
- Audit all health assessments for compliance.
- Browser demo uses simulated data only.