Aug 9, 2026

ZORAmochi

ai

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# ๐Ÿกโœจ ZORAmochi

**Autonomous AI Customer Support & R&D Escalation Engine**

[![Python](https://img.shields.io/badge/Python-3.10%2B-blue?style=for-the-badge&logo=python&logoColor=white)](https://python.org)
[![FastAPI](https://img.shields.io/badge/FastAPI-0.100%2B-009688?style=for-the-badge&logo=fastapi&logoColor=white)](https://fastapi.tiangolo.com)
[![Google AI Studio](https://img.shields.io/badge/Gemini-1.5%20Pro-4285F4?style=for-the-badge&logo=google&logoColor=white)](https://aistudio.google.com)
[![Swytchcode](https://img.shields.io/badge/Integration-Swytchcode-7C3AED?style=for-the-badge)]()
[![Tailwind CSS](https://img.shields.io/badge/Tailwind_CSS-38B2AC?style=for-the-badge&logo=tailwind-css&logoColor=white)](https://tailwindcss.com)

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### ๐Ÿšจ Problem Statement
Software support teams waste excessive manual effort answering repetitive user questions and manually re-formatting complex backend bug reports for developers, creating bottlenecks in customer resolution times.

### ๐Ÿ’ก Solution
**ZORAmochi** is a dual-portal automated support platform that ingests incoming customer queries, tags them with unique tracking tokens (`REQ-XXXX`), and uses an AI solvability engine to route tier-1 fixes or package backend system crashes for engineering.

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### โš™๏ธ System Workflow

```
[Customer Portal] โ”€โ”€โ–บ (POST /api/submit-query) โ”€โ”€โ–บ [FastAPI Core Engine]
โ”‚
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ–ผ                             โ–ผ
[Gemini 1.5 Pro]              [Swytchcode Routing]
โ”œโ”€โ”€ Solvable (True)           โ”œโ”€โ”€ Solved Bucket
โ””โ”€โ”€ Unsolvable (False)        โ””โ”€โ”€ Critical R&D Draft
```

* **Token Generation:** Automatically assigns a unique tracking ID (`REQ-XXXX`) to every incoming query.
* **Tier-1 Resolution:** Evaluates user errors and drafts friendly, step-by-step resolution guides and prevention tips.
* **Critical R&D Escalation:** Detects unsolvable backend system bugs and packages them into structured technical escalation drafts for developers.
* **Kanban Management:** Displays request status across a 4-bucket layout (`Pending`, `In Process`, `Solved`, and `Critical R&D`).

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### ๐Ÿ› ๏ธ Tech Stack

| Layer | Technology | Function |
| :--- | :--- | :--- |
| **AI Intelligence** | Google AI Studio (Gemini 1.5 Pro) | Intent analysis, solvability evaluation & schema generation |
| **Orchestration** | Swytchcode APIs | Automated email dispatches & tool routing |
| **Backend API** | Python, FastAPI, Uvicorn | High-performance asynchronous REST endpoints |
| **Frontend UI** | HTML5, Tailwind CSS, JavaScript | Dual-portal responsive interface with pixel/pastel aesthetic |

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**Built with ๐Ÿ’œ by Tanushree**

</div>................I made thus for 2 sections one for customer side sends their request or query and company/ai customer agent section who will be solving the query request .........if it is out of bound thend sent to R&D department .

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