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Agents sdkStreamlitWhatsApp Integration
Rishty Wali — Matchmaking AI Assistant
Rishty Wali is a specialized AI assistant designed to streamline the matchmaking process. It uses Large Language Models to analyze user profiles, suggest compatible matches, and even generate professional PDF summaries for families to review.
The Challenge
- Parsing unstructured personal data into structured compatibility metrics.
- Integrating seamless WhatsApp communication flows for real-time notifications.
- Ensuring the AI's tone remains respectful and culturally sensitive.
The Solution
Implemented a RAG (Retrieval-Augmented Generation) system to match profiles based on specific cultural and personal preferences. Streamlit was used for a rapid, responsive admin interface, while the Agents SDK handled the core logic.