🧠 Socrates AI - Automation Agent Tech Stack: Python, ScribeAI, Google Gemini, ApertureDB, AWS
🏆 Achievement: 3rd Place in Tredence Infinity AI Hackathon, competing among 800+ teams.
🔍 Overview: Socrates AI is a multi-modal intelligent automation agent designed to perform complex browser-based tasks using natural language instructions. It brings together various AI components to interpret, plan, and execute workflows, essentially acting as a smart assistant for navigating and processing SaaS platforms.
🚀 Key Features: Natural Language Execution: Converts user input into actionable browser tasks using a Chain-of-Thought reasoning system.
Multi-Modal Input Handling: Processes and learns from diverse content — including text, images, videos, and documentation.
Knowledge Base Creation: Uses ScribeAI to collect SaaS guides and tutorials and stores them in ApertureDB for structured access and semantic search.
Automation Accuracy: Achieves over 90% task execution accuracy, reducing manual effort across repetitive workflows.
📦 Architecture Components: ScribeAI: Extracts instructional content from different sources.
Google Gemini / LLM: Performs reasoning, intent recognition, and instruction planning.
ApertureDB: Acts as a fast, indexed multimedia knowledge base.
AWS: Used for backend orchestration and hosting services.