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© 2026 1x1labs.aiLanguage🌐

Library/ Agentic AI/ Module 2 · Project 1: Business Operations Agent — Finance and Inventory (single agent with LangGraph)/ 2.8 Deploy

subtopic

Streamlit chat app with approvals

15 min applied15 min research2 curated resources

Build a Streamlit chat: the conversation, a side panel showing tool calls for transparency, Approve / Edit / Reject buttons when the agent pauses, and a running cost counter. Keep a maximum-steps and maximum-cost limit per question. Write the README with the results table. (FastAPI and Docker come in the Deployment module.)

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Streamlit chat app with approvals · 1x1labs.ai