DataPilot Aide is a dynamic partner for data engineers, analysts, and data scientists; and it's more than just a bot. Powered by OpenAI's GPT models, it offers an intuitive and intelligent helping hand, transforming complex data queries into clear insights. This bot is a fusion of Telegram's seamless interface and cutting-edge AI, making it a go-to resource for quick, accurate, and context-aware assistance. Whether it's guiding through intricate data challenges or offering analysis support, DataPilot Aide is designed to energize and streamline the workflow of data professionals, bringing a touch of AI brilliance to every interaction.
- 🛠️ Professional Role Integration: Recognizes the user as a data engineer with specializations in various data engineering tools.
- 🤝 Project and Challenge Collaboration: Offers strategies for efficient data flow and processing.
- 🚀 Interest in Data Engineering Technologies: Keeps the user updated on the latest trends in data engineering.
- 📚 Learning Style Adaptation: Uses practical examples and workflow diagrams for explaining concepts.
- 💡 Analytical Problem-Solving: Integrates data engineering logic with analytical reasoning for well-rounded solutions.
| Feature | Description |
|---|---|
| AI-Powered Conversations | Engage in seamless and intelligent dialogues with the AI assistant, powered by OpenAI's GPT models. |
| Persistent Context Management | The bot maintains conversation context, ensuring continuity and relevance in interactions. |
| Dynamic Response Generation | Generates responses based on user queries, offering informative and contextually appropriate answers. |
| User-Specific Thread Management | Manages individual threads for each user, ensuring personalized and uninterrupted conversations. |
| Real-Time Interaction | Designed to respond promptly, providing a smooth and engaging user experience. |
| Error Handling | Gracefully manages unexpected situations or errors, ensuring the bot remains operational and user-friendly. |
- Database Integration: Utilizes SQLite for managing user-specific data, ensuring efficient and secure data handling.
- Asynchronous Operations: Leverages Python's asyncio for non-blocking operations, enhancing performance and scalability.
- Robust Error Handling: Implements error handling mechanisms to manage and respond to various exceptions gracefully.
- Markdown Support: Supports Markdown V2 for formatting messages, making the responses more readable and engaging.
- Environment Variable Management: Uses environment variables for configuration, ensuring security and flexibility through tools like dotenv.
- Clone the repository or download the script.
- Set up your
.envfile with:OPENAI_API_KEY: (required) OpenAI API keyTAVILY_API_KEY: (required) Tavily API keyOPENAI_MODEL: OpenAI model IDASSISTANT_ID: (required) GPT AssistantTELEGRAM_TOKEN: (required) Telegram bot token
- Run the script:
docker-compose up -d