AI Finance Assistant is a multi-agent finance education app built with Streamlit, LangGraph, Pinecone, OpenAI, and yfinance. The app helps users ask beginner-friendly finance questions, analyze simple ...
This project is tested with BrowserStack. Streamlit is a Python web app framework for the fast development of data apps. This project is to make it run completely on web browsers with the power of ...
π¦ππΌπ½ π¨ππΆπ»π΄ ππ¦π’π‘ ππΉπΌπ―π π³πΌπΏ πππ π LLMs are great for text. They fail at structured data. JSON outputs often miss fields. They hallucinate keys. This breaks your pipeline. Stop ...
Python's json.loads () fails when it hits those blocks. The Speed Advantage Using the format parameter is much faster. - Without structured output: 32 seconds - With structured output: 5 seconds This ...
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