agentic ai
Basic Information
This repository is a personal learning project for building Agentic AI systems using the OpenAI Agents SDK and demonstrates an interactive financial analytics application focused on IDX-listed companies. It showcases modular, LLM-driven workflows where an orchestrator agent parses user intent and coordinates specialized sub-agents such as a company overview agent and a trend analyst agent. The app integrates retrieval-augmented generation (RAG) to fetch live financial data from the Sectors.app API so analyses and visualizations reflect current market data rather than model hallucination. The project is implemented with Streamlit for a web interface and Plotly for charts, and it emphasizes practical agent patterns, input validation with Pydantic, and guardrails to restrict queries to supported companies and compliant topics.
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