Quick Start

After installing and configuring the project, follow these steps to get a feel for the platform.

1. Launch the Streamlit app

make run

2. Explore the tabs

Dashboard

Select one or more companies in the sidebar. The dashboard shows:

• Stock price trend (line chart)
• Financial metric comparison (bar chart)
• Metrics radar chart

AI Q&A

Type a question such as:

What is Google's strategy for generative AI?

The RAG pipeline retrieves relevant passages from the PDF knowledge base and generates a grounded answer.

Compare

Pick two or more companies and view their financial metrics side-by-side on a radar chart.

Rankings

Click Generate Rankings to get a composite score that blends financial health with AI-strategy strength, powered by the LLM.

Evaluation

After asking questions in the AI Q&A tab, switch to Evaluation to see LLM-as-Judge scores for groundedness and relevance.

Report

Generate and download a Markdown report summarizing the session's findings.

3. Run from the CLI

make hydra
# Override parameters:
poetry run python -m duallens_analytics.cli llm.temperature=0.5