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llm-finance

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simranjeet97 / LLM-RAG_Finance_UseCases

Star 53

This Repository contains the real life use cases of GenAI (LLM+RAG) in Finance Domain. I covers many projects use cases with theory and projects.

python finance data risk-analysis financial-analysis fraud-detection datascience-machinelearning huggingface huggingface-transformers large-language-models llm llm-finance llm-rag-finance portfolio-analysis-llm fraud-detection-llm data-augmentation-llm
  • Updated Aug 28, 2024
  • Jupyter Notebook

ebrandler / mcportfolio

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McPortfolio: A Model Context Protocol server providing 9 specialized tools for LLM-driven portfolio optimization using natural language, covering mean-variance to machine learning approaches.

python finance portfolio-optimization sharpe-ratio quantitative-finance algorithmic-trading cvxpy convex-optimization asset-allocation black-litterman risk-management investment-analysis portfolio-management efficient-frontier financial-machine-learning llm-tools llm-finance model-context-protocol mcp-server hierarchical-risk-parity
  • Updated Jun 11, 2025
  • Python

ankit-sengupta05 / NewsAlphaAI

Star 3

AI-powered stock movement predictor that analyzes real-time financial news and market data using LLMs, RAG pipelines, and vector databases to forecast short-term stock direction. Built with LangChain, LangGraph, and reinforcement learning to continuously improve predictions from news sentiment and market signals.

machine-learning reinforcement-learning quantitative-finance algorithmic-trading news-sentiment-analysis vector-database stock-news-analysis langchain financial-ai stock-market-ai ai-trading langgraph llm-finance rag-ai ai-stock-prediction
  • Updated Mar 17, 2026
  • Python
QuantAI

johnsxiongs / QuantAI

Star 1

Quant AI is an AI stock research assistant and AI quantitative research assistant for market data, charts, earnings, SEC filings, crypto, commodities, and investment theses. Official public hub for aiquant.io.

ai quant technical-analysis fundamental-analysis sec-filings market-analysis crypto-analysis quantitative-research quant-research investment-research equity-research financial-ai ai-stock-analysis llm-finance earnings-analysis aiquant quant-ai stock-research ai-quant-trading ai-investment-research
  • Updated Aug 3, 2026

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