Building a Real-Time Algorithmic Trading Bot Using LLMs and the Alpaca Markets API
Tutorial
A reference implementation for a paper-trading bot that combines a rules-based signal engine with an LLM news-sentiment filter, executed through the Alpac…
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Finance & Business
Training a Custom Financial Sentiment Model for Stock Market Prediction Using Hugging Face
Tutorial
Fine-tune a FinBERT-based classifier on labeled financial headlines using Hugging Face Transformers, then wrap it in a serving API that outputs a daily se…
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Finance & Business
Automating Financial Statement Auditing and Risk Assessment Using RAG and LangChain
Tutorial
A RAG pipeline that grounds an LLM in a company's financial statements and prior-year audit notes to flag anomalies, ratio red flags, and disclosure incon…
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Finance & Business