{"id":26871355,"url":"https://github.com/amir76717/ai-driven-support-chatbot","last_synced_at":"2026-05-17T06:45:49.976Z","repository":{"id":283661575,"uuid":"952497426","full_name":"Amir76717/AI-Driven-Support-Chatbot","owner":"Amir76717","description":"AI-Driven Support Chatbot leverages the robust capabilities of Rasa for structured conversation management along with the advanced natural language understanding of OpenAI's GPT models. 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This synergy creates a powerful customer support tool that excels in handling complex queries across multiple platforms.\r\n\r\n## 📌 Project Information\r\n\r\n- **Version:** 1.1.0  \r\n- **Author:** Amir  \r\n- **Repository:** [GitHub Repo]([https://github.com/Amir76717/AI-Driven-Support-Chatbot/edit/main/README.md](https://github.com/Amir76717/AI-Driven-Support-Chatbot/) \r\n- **License:** MIT License  \r\n---\r\n\r\n## 🌟 Features\r\n\r\n✔️ 🚀 **Hybrid AI Capabilities:** Combines Rasa's robust management with GPT-4's advanced NLP.  \r\n\r\n✔️ 📲 **Multi-Platform Integration:** Operates seamlessly across Web, Telegram, WhatsApp, and Discord.  \r\n\r\n✔️ 🔍 **Context-Aware Interactions:** Maintains conversational context for better user engagement. \r\n\r\n✔️ 📈 **Performance Insights:** Features comprehensive logging and analytics for continual improvement.  \r\n\r\n✔️ ⚙️ **Customizable Responses:** Tailors interactions to meet diverse customer needs. \r\n\r\n✔️ 🛠️ **Scalable Architecture:** Designed for easy scaling and integration with existing APIs and cloud services.  \r\n\r\n---\r\n\r\n## 🏗️ Project Structure\r\n\r\n```\r\ncustomer-support-chatbot/\r\n├─ data/             # Training data for Rasa models\r\n├─ models/           # Machine learning models for chatbot\r\n├─ backend/          # Backend logic for chat interaction\r\n├─ frontend/         # Frontend interfaces for chat platforms\r\n├─ logs/             # Interaction logs for analytics\r\n├─ requirements.txt  # Project dependencies\r\n├─ config.yml        # Rasa configuration\r\n└─ README.md         # Project documentation\r\n```\r\n\r\n---\r\n\r\n## ⚙️ Technologies Used\r\n\r\n| **Backend**       | **Frontend**       | **NLP Tools**   | **Deployment**         |\r\n| ----------------- | ------------------ | --------------- | ---------------------- |\r\n| Python 🐍         | React ⚛️ / Next.js | NLTK / Spacy    | Docker 🐳              |\r\n| Flask / FastAPI   | Streamlit          | OpenAI GPT | AWS / Firebase ☁️      |\r\n| OpenAI GPT / Rasa |                    | Hugging Face🤗 Transformers    | CI/CD (GitHub Actions) |\r\n\r\n---\r\n\r\n## 🚀 Installation Guide\r\n\r\n### 🔧 Prerequisites\r\n\r\n- Python 3.8+\r\n- Node.js (for frontend development)\r\n- Rasa CLI\r\n- Docker (optional for deployment)\r\n\r\n### 🛠️ Setup Instructions\r\n**1. Clone the repository:**\r\n\r\n        git clone https://github.com/Faisalhakimi22/customer-support-chatbot.git\r\n        cd customer-support-chatbot\r\n        \r\n**2. Install dependencies:**\r\n\r\n    pip install -r requirements.txt\r\n\r\n**3. Configure environment variables (create a .env file):**\r\n\r\n    OPENAI_API_KEY=\"your_openai_api_key_here\"\r\n\r\n**4. Train the Rasa model:**\r\n\r\n    rasa train\r\n\r\n**5. Start the chatbot servers:**\r\n\r\n- For Rasa server:\r\n\r\n      rasa run --enable-api\r\n\r\n- For hybrid operation:\r\n\r\n      python backend/hybrid_chatbot.py\r\n\r\n**6. Deploy using Docker (optional):**\r\n\r\n    docker build -t ai-driven-support-chatbot .\r\n    docker run -p 8000:8000 ai-driven-support-chatbot\r\n\r\n## ✅ Testing \u0026 Debugging\r\n\r\n| Test Type              | Command         |\r\n| ---------------------- | --------------- |\r\n| 🧪 **Unit Testing**    | `pytest tests/` |\r\n| 🔄 **Rasa Model Test** | `rasa test`     |\r\n| 🌐 **API Testing**     | Postman         |\r\n\r\n---\r\n\r\n## 🔥 Future Enhancements\r\n\r\n🚀 **Multilingual support** to cater to a global audience. \r\n\r\n🎤 **Voice interaction capabilities** using speech-to-text technologies. \r\n\r\n📊 **Enhanced analytics dashboard** for real-time monitoring and insights.  \r\n\r\n---\r\n\r\n## 🤝 Contribution Guidelines\r\n\r\nContributions are welcome! Please fork the repository, create a new feature branch, and submit a pull request for review.\r\n\r\n---\r\n\r\n## 📜 License\r\n\r\n📚 **MIT License** – Open-source and free to modify.  \r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Famir76717%2Fai-driven-support-chatbot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Famir76717%2Fai-driven-support-chatbot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Famir76717%2Fai-driven-support-chatbot/lists"}