NEES GP SDK

AI Governance Operating System (AGOS) — control AI behavior across sessions, not just outputs.

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🚀 What is NEES GP?

NEES GP is an AI Governance Operating System that manages AI behavior across time.

Unlike traditional AI safety tools that filter single outputs, NEES GP introduces:

• 🧠 Intent-aware reasoning
• 🔁 Session-level governance
• 🛡️ Policy enforcement before generation
• 📊 Structured response metadata

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📦 Installation

pip install nees-gp-sdk

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⚡ Quickstart (3 lines)

from nees_gp_sdk import Client

client = Client(api_key="your-api-key")

res = client.chat("Mujhe kuch samajh nahi aa raha life mein")

print(res.text)

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🧠 Response Structure

Every response includes both AI output + governance metadata:

print(res.text)               # AI response
print(res.intent)             # e.g. "confusion"
print(res.framework)          # e.g. "confusion_direction"
print(res.urgency)            # "low" | "medium" | "high"
print(res.governance_clean)   # True / False

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🎯 Why NEES GP?

Traditional AI:

• Input → Output filter

NEES GP:

• Input → Policy → Governance → Response → Session continuity

👉 This enables stateful AI control across conversations

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🔧 Configuration

client = Client(
    api_key="your-api-key",
    base_url="https://nees-gp.onrender.com",
    timeout=30
)

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⚠️ Error Handling

from nees_gp_sdk.exceptions import NEESError

try:
    res = client.chat("Hello")
except NEESError as e:
    print("Error:", str(e))

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🛡️ Security & Privacy

• API keys are never stored in the SDK
• No local data persistence beyond session context
• Governance decisions happen server-side

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🧪 Example Use Cases

• AI copilots with behavioral control
• Emotion-aware assistants
• Enterprise AI governance layer
• Multi-agent coordination systems

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🌐 Vision

NEES GP defines a new category:

AI Governance Operating System (AGOS)

A system that governs AI behavior across time, not just at the point of output.

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🤝 Contributing

Contributions, feedback, and ideas are welcome.

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📄 License

MIT License

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👤 Author

Built by Nainacore Emotional Tech Founder: Piyush P. Jambhulkar - ANNA