SMART AGRICULTURE ORCHESTRATION OS

Kisaanमित्र

"खेती होगी स्मार्ट, भविष्य होगा मजबूत।"

Initializing farm node...0%
[SYS_BOOT: 0x8A92][SECURE_SHELL_ACTIVE]

SCATTERED FARMS.
ONE DICTIONARY.

Where heritage farming meets autonomous orchestration. Kisaanमित्र synthesizes live soil telemetry, localized meteorological bulletins, and neural leaf diagnostics into an action-ready agricultural cockpit.

_ TELEMETRY_STREAM // SYSTEM_ACTIVE
_
telemetry_calibrator_v2.log100% ONLINE
SYSTEM CAPABILITIES

Health scores & structural audits.

Get a dynamic farm health grade, sensor telemetry charts, and an issues log with remediation tips loaded directly.

DATA INTEGRITYschema_dump.sql

IoT Soil Telemetry

Calibrates soil moisture, pH, and nitrogen indexes using dynamic sliders. Shows a Grade circular gauge and active alerts.

A+
NPK Status94% Accuracy
VISION SYSTEMleaf_scan.jpeg

Pathogen Bounding Scans

Upload crop leaves to trace blight and fungal coordinates. Plotted overlays automatically render with YOLOv11 bounding metrics.

YOLOv11 SCANNERSAM2 SEGMENT
AI POWEREDlanggraph.py

Agent-to-Agent Mesh

Ask queries in regional languages. Kisaanमित्र automatically orchestrates a flow among 10 agents via compiled LangGraph workflows.

10 specialized agents connected
MARKET RATESmandi_scraper.rs

Mandi & MSP Ticker

Tracks live mandi rates, highlights government Minimum Support Prices (MSP), and calculates best selling windows.

MSP: ₹2,275Trend: UP ↑
CRISIS RESPONSEsos_broadcast.sh

Emergency SOS Portal

Flashing alert alarms that vibration-feedback phones, with hospital locators and water logs damage estimators.

SOS TRIGGER ACTIVE
KNOWLEDGEvector_db.json

Semantic Vector Search

Indexes agricultural research documents and emergency guides in a Qdrant collection, executing similarity RAG lookup.

Qdrant indexed collections
STEP-BY-STEP CALIBRATION

How To Orchestrate Your Farm

Learn the core concept and execution pipeline behind Kisaanमित्र's AI-to-Farmer orchestrations.

01 / REGISTRATION

Create Smart Farm Node

Input your village name, target crop variety, and land size coordinates in the Auth Portal to calibrate mapping parameters.

02 / INGESTION

Upload Telemetry logs

Stream sensor NPK metrics, trigger flood alarms, or take picture uploads of infected plant leaves for disease classification.

03 / EXECUTION

Execute Action loops

Receive coordinated LangGraph advisories translating weather, crop remedies, government schemes, and mandi MSPs.

PLANNERRouter
Autonomous orchestration

Multi-Agent Coordination Mesh

Kisaanमित्र deploys a compiled state graph of LangGraph agents to compute action advisories dynamically based on soil metrics and sensor logs. Hover over any outer agent node on the constellation circle to inspect tools and roles.

[HOVER_NODES_TO_INSPECT_METADATA]
IoT telemetry array buffers & Qdrant vector index loaded.
SECURE INTERFACES

Kisaanमित्र in your workspace.

Connect via Model Context Protocol (MCP) servers and query your farm telemetry, check crop advisories, and ask questions of autonomous agents directly from your developer workspace.

cursor/mcp.json
{
"mcpServers": {
"kisaan_mcp": {
"command": "python",
"args": ["app/mcp/mcp_server.py"]
}
}
}
Exposing:fetch_weatherlocate_mandisquery_schemes

Your farm, optimized with AI in seconds.

Calibrate soil sensors, segment leaf pathogen diseases, forecast mandi price trends, and match government subsidies instantly.

Kisaanमित्र

AI-powered crop disease detection, soil moisture telemetry, and multi-agent coordination for smart Indian farmers.

© 2026 KISAANMITRA. ALL RIGHTS RESERVED.