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agents-from-scratch

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Build an email assistant with human-in-the-loop and memory

★ 2.3K443 forksJupyter NotebookMITlangchain-ai

A notebook-based guide to building a LangGraph email agent, covering core agent concepts, evaluation, human review, and persistent memory. Includes Gmail API integration and deployment guidance.

Use Cases

Build an email assistantTriage emailsDraft email responsesReview tool calls before sending emails or scheduling meetingsPersist user preferences and feedbackEvaluate agent responses and tool use

Built With

Language
Jupyter Notebook
Frameworks
LangChain · LangGraph · LangSmith

Tags

email assistant · human-in-the-loop · memory · agent evaluation · Gmail · tool calling · tutorial