title	CloudCraft AI Backend
emoji	🚀
colorFrom	blue
colorTo	green
sdk	docker
app_port	7860
pinned	false
docker_path	Dockerfile

🌌 CloudCraft AI: The Sovereign Agentic OS for Bharat's Digital Economy

Hackathon: AI for Bharat 🇮🇳
Track: AI for Media, Content & Digital Experiences

Mission:
To turn the chaos of global marketing into a self-executing, autonomous engine—weaponizing brand identity and culture to ensure Bharat's digital presence dominates the global stage.

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🚀 Moving Beyond the "Wrapper": Why CloudCraft is an Agentic Engine

Unlike standard generative AI tools that simply call an API and return text, CloudCraft AI is a Stateful Multi-Agent Orchestration System designed for high-stakes brand management.

Recursive Reasoning Cycles

Our agents don't just generate outputs — they critique and iterate.

Using a LangGraph-driven state machine, the Compliance Agent can reject outputs and force re-synthesis if they violate Brand Brain guardrails.

Contextual Intelligence Transmutation

We move beyond translation into Cultural Transmutation.

The system understands regional Indian archetypes, dynamically adapting brand messaging based on local sentiment and cultural triggers.

Autonomous Sovereignty

With SOVEREIGN AUTOMATE mode, the system becomes an Autonomous Marketing Manager.

It actively:

• Searches for market opportunities
• Analyzes competitor weaknesses
• Launches campaigns automatically using Tavily deep search

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🏛️ Neural Architecture Diagram

graph TD
    subgraph USER_INTERFACE
        UI["Visionary Dashboard (Next.js/Vite)"]
        CAL["Temporal Dispatch Hub (Calendar)"]
    end

    subgraph INTELLIGENCE_LAYER
        BRAIN["Brand Brain (Vector Identity Engine)"]
        CHRONOS["Chronos Central (Strategic Nucleus)"]
        ORACLE["Performance Oracle (Neural Audit)"]
    end

    subgraph AGENT_SWARM
        A_RES["Researcher (Market Recon)"]
        A_CPY["Copywriter (Narrative Build)"]
        A_DES["Designer (Visual Hierarchy)"]
        A_CMP["Compliance (Brand-DNA Auditor)"]
    end

    subgraph AWS_SOVEREIGN_INFRA
        BED["AWS Bedrock (Reasoning)"]
        COMP["AWS Comprehend (Extraction)"]
        EB["AWS EventBridge (Automation)"]
    end

    UI -->|Directive| CHRONOS
    CHRONOS -->|Consult DNA| BRAIN
    CHRONOS -->|Orchestrate| A_RES

    A_RES -->|Sentiment Analysis| COMP
    A_CPY -->|Reasoning Clusters| BED
    A_DES -->|Visual Mastery| BED

    A_CMP -->|Audit & Loop| BRAIN
    A_CMP -->|Validated Package| ORACLE

    ORACLE -->|Viral Forecast| CAL
    CAL -->|Autonomous Schedule| EB

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🛠️ High-Performance AWS Synergy & Strategic Importance

AWS Service	Strategic Role
AWS Bedrock	Core reasoning engine powering multi-agent swarm
AWS Comprehend	Sentiment analysis and entity extraction
AWS EventBridge	Campaign automation scheduling
AWS S3 / DynamoDB	Persistent campaign memory

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🏆 Full Feature Suite

🧠 Brand Brain

Vector-based identity guardrails that ensure brand consistency.

🛠️ The Forge

Multi-agent creative workspace with auto-optimization loops.

🇮🇳 Project Vernacular

Regional adaptation across 22+ Indian languages.

🏛️ Campaign Architect

Autonomous competitor monitoring and market gap detection.

🎨 Vision Lab

AI-powered cinematic marketing asset generation.

👁️ Performance Oracle

Predicts campaign virality and audience resonance.

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⚙️ Setup Procedure

Backend

cd backend
python -m venv venv
source venv/bin/activate
pip install -r requirements.txt

cp .env.example .env

uvicorn src.main:app --host 0.0.0.0 --port 8000 --reload

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Frontend

cd frontend
npm install

VITE_API_BASE_URL=http://localhost:8000

npm run dev

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☁️ Production Deployment

Frontend

Deploy using Vercel

Environment variable:

VITE_API_BASE_URL=<HF_BACKEND_URL>

Backend

Deploy to HuggingFace Spaces

Secrets:

AWS_ACCESS_KEY_ID
AWS_SECRET_ACCESS_KEY
TAVILY_API_KEY

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🌍 Vision

CloudCraft AI turns marketing into an autonomous strategic intelligence system, moving from simple digitization toward Autonomous Digital Sovereignty.

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Built for AI for Bharat Hackathon 2026