ai-agent

Agriculture_KnowledgeGraph: Smart Farming Insights

Name: Agriculture_KnowledgeGraph: Smart Farming Insights
Author: qq547276542

Get instant agriculture information and decision support with Agriculture_KnowledgeGraph, a tool for founders in agriculture. 4.4k+ GitHub stars

4,398 stars+2★ this week1,587 forksPythonGuide quality 8/10 · reviewed Aug 2Updated 2/11/2025100% free · open source

What it does

Agriculture_KnowledgeGraph is a Python-based AI tool that retrieves agricultural information, identifies entities, extracts relationships, answers questions, and assists in decision-making

When to use it

•You need to retrieve specific information about crops, farming techniques, or agricultural diseases
•You want to identify and extract relationships between different agricultural concepts or entities
•You require an intelligent system to answer complex questions about agriculture or provide decision-making support

Ready-to-paste prompt

Run `python main.py --question "What are the common diseases affecting wheat crops in China?"` to demonstrate the tool's intelligent question-answering capability

Heads up: Make sure you have Python 3.8 or later installed, as the tool relies on specific library versions that may not be compatible with earlier Python versions

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/agriculture-knowledgegraph && curl -fsSL https://workflowstacks.com/api/skills/agriculture-knowledgegraph/claude-skill -o ~/.claude/skills/agriculture-knowledgegraph/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How Agriculture_KnowledgeGraph: Smart Farming Insights works

Codeflow

Free to inspect

Agriculture_KnowledgeGraph: Smart Farming Insights is mostly documents (69 doc files, 205 small scripts) — something you read, not something you run. There is nothing to install. Last commit 20 months ago, GPL-3.0 license.

Size

Mostly documents

69 documents · 205 small scripts · days to read — use, don't read

Setup

Nothing to install

A guide / curated list. Just read it and follow the links.

Runs on

Nowhere — you read it

A reading resource, not a program.

Python 90%Jupyter Notebook 10%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
demo/.DS_Store
A worked example — copy this to get going

What's in each folder

demo/Examples you can copy275 files

wikidataSpider/Folder91 files

MyCrawler/Folder20 files

relationExtraction/Folder19 files

KNN_predict/Folder13 files

data processing/Folder11 files

dfs_tree_crawler/Folder10 files

predict label/Folder10 files

READMEDocumentedExamples includedGPL-3.0 licenseLast update 20 mo ago

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/agriculture-knowledgegraph && curl -fsSL https://workflowstacks.com/api/skills/agriculture-knowledgegraph/claude-skill -o ~/.claude/skills/agriculture-knowledgegraph/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

qq547276542

Language

Python