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Personalization: Intelligent Email Agent

by Asia Amodeo

Asia Amodeo's intelligent email agent helps manage an inbox. It integrates with the Gmail API, indexes emails in Elasticsearch, and offers a Streamlit chat interface to find specific emails or see what's important for the day, addressing 'email fatigue' by making it easier to sift through communication.

December 15, 20251 min readintermediate
agentsGmail APIElasticsearchStreamlitRAG

Asia's Streamlit interface to interact with her intelligent email agent

Project from the first cohort of the AI Engineering Buildcamp, by Asia Amodeo.

The agent integrates with the Gmail API to fetch emails and indexes them in Elasticsearch. It features a chat interface built with Streamlit, where you can ask questions to find specific emails or see what is important for the day. While it currently focuses on fetching and reading, the concept addresses "email fatigue" by making it easier to sift through communication.

Tech stack: Gmail API, Elasticsearch, Streamlit.

Asia's LinkedIn · Watch the Demo Day