Ogannesson/ashare-llm-analyst

What it solves

Ashare-LLM-Analyst provides a way to combine traditional technical analysis of the A-share market with the reasoning capabilities of large language models (LLMs) to generate professional, data-driven investment insights and market reports.

How it works

The tool follows a pipeline: it uses the Ashare module to collect historical stock data, calculates over 25 technical indicators (such as MACD, KDJ, and RSI) via the MyTT library, and generates visual charts using Matplotlib. This quantitative data is then fed into an LLM (specifically Deepseek) to produce a readable, professional investment analysis and advice. The final output is a comprehensive HTML report containing both the raw technical data and the AI-generated insights.

Who it’s for

Investors and researchers interested in the A-share market who want to automate the technical analysis process and integrate AI-driven interpretations of market trends.

Highlights

• Integrated Technical Analysis: Calculates 25+ indicators including MA, MACD, KDJ, RSI, and BOLL.
• AI-Powered Insights: Leverages Deepseek LLM to transform raw technical indicators into professional investment suggestions.
• Automated Reporting: Generates a complete, visually formatted HTML report including charts and data tables.
• Data-Driven: Combines historical trading data with quantitative indicators for grounded AI analysis.