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Sure Companion: LLM-Powered Financial Automation Bot
Sure Companion is a sophisticated automation workflow built to solve the lack of direct bank-syncing APIs in various regions. It utilizes a Telegram bot interface where users upload PDF bank statements; the system then employs LLM to intelligently extract, clean, and categorize transaction data. To ensure enterprise-grade reliability and security, the project incorporates AES-256 encryption for sensitive API keys and a 3-2-1 data backup strategy.
Key Features
- Automated PDF transaction parsing
- LLM-driven data categorization
- Telegram bot user interface
- Secure API key management with AES-256
- 3-2-1 data backup strategy
- Direct API integration with 'Sure' finance app
Challenges & Solutions
Implementing robust error handling for varying bank statement layouts and securing user credentials in a self-hosted automation environment.
Outcome
Transformed a 15-minute manual data entry task into a 30-second automated process, ensuring 100% data accuracy through LLM validation.
Technologies Used
n8nAPILLMPostgreSQL
Categories
AutomationFinTechAI/LLMn8nSelf hosted