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Does\n\nShopecho helps Shopify merchants:\n\n- 🛡️ **Protect** brand voice and messaging in AI interactions  \n- 🎨 **Express** consistent tone, personality, and positioning  \n- 📣 **Market** products through autonomous, brand-aware AI agents  \n\n---\n\n## 🚀 Core Features\n\n### 🧠 Brand-Aware Multi-Agent Workflow\nAn intelligent multi-agent workflow that is trained on your store’s:\n\n- Brand voice \u0026 tone guidelines\n- Product catalog \u0026 descriptions\n- Store policies and FAQs\n\nThis allows ShopEcho to respond, recommend, and generate content that *sounds like your brand*.\n\nHere is a high level overview of how our agentic workflow orchestrates:\n\n![Agent Workflow](docs/designs/images/agent-workflow.png)\n\n---\n\n### 🛍️ Shopify-Native Integration\n- Secure OAuth-based Shopify app\n- Reads product metadata, collections, and policies\n- Designed to work with emerging agentic commerce standards\n\n---\n\n### ✍️ AI-Powered Content \u0026 Marketing\n- AI generated video content (for inspiration, marketing, MVPs, etc)\n- AI generated marketing copy and campaigns\n- AI generated product descriptions\n- AI generated brand-safe responses for customer-facing use cases\n\n---\n\n### 🛠️ Tech Stack\n\n- Shopify App Framework\n- Shopify Remix + Polaris Web UI Framework\n- Python + FastAPI\n- LLMs (Backboard with Opus \u0026 Gemini, ElevenLabs, TwelveLabs)\n- Multi-agent orchestration patterns (see [docs/designs/images/agent-workflow.png](docs/designs/images/agent-workflow.png))\n\nHere is a high level diagram of the entire tech stack in action:\n\n![Tech Stack](docs/designs/images/hld.png)\n\n---\n\n### 🖥️ How to Install\n\nInstall python and pip\n\nThen run these commands:\n```bash\n\u003e git clone https://github.com/andrearcaina/shopecho\n\u003e cd backend\n\u003e pip install -r requirements.txt\n\n\u003e cd ../frontend\n\u003e npm i\n\u003e npm run dev\n\n# new terminal in backend folder\n\u003e uvicorn main:app --reload\n```\n\n### 🧩 Roadmap\n- We plan to make it so that we have the ability to send out emails as well instead of just drafting\n- We didn't have the time to add Amplitude for AI analytics and how our agents are doing\n- We also plan to implement a more robust video creation to support longer times","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandrearcaina%2Fshopecho","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fandrearcaina%2Fshopecho","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandrearcaina%2Fshopecho/lists"}