Dellagi/FinAI-Agent-RAG-Spark-Pipeline
A sophisticated trading system leveraging local LLM deployment through Ollama, distributed computing with Apache Spark, and vector-based episodic memory using ChromaDB to make intelligent trading decisions.
This system helps quantitative traders or investment managers automate real-time trading decisions. It takes market data streams and aggregated research as input, processes them through a finance-tuned AI, and outputs intelligent trading decisions and risk assessments. This is designed for professionals who manage investment portfolios and need to react quickly to market changes.
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Use this if you need an automated trading system that leverages advanced AI to make real-time decisions based on market data, historical patterns, and contextual information, without relying on external AI API services.
Not ideal if you are looking for a simple stock analysis tool or do not have the technical expertise to deploy and manage a distributed computing and AI infrastructure.
Stars
15
Forks
2
Language
Python
License
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Category
Last pushed
Feb 03, 2025
Commits (30d)
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