Agno + Nebius + YFinance + DuckDuckGo

DeepSeek Finance Agent

Ask natural-language questions about stocks, fundamentals, analyst recommendations, and current market news. The agent researches with live tools and returns structured markdown built for quick financial scanning.

View Repository Run Locally

Model: DeepSeek V3
Data: YFinance
Search: DuckDuckGo

Agent Console ready

Market Snapshot live

NVDA +2.84%

MSFT +0.91%

AMZN -0.42%

Capabilities

Built for practical market research

Stock Data

Pull current prices, historical movement, and ticker-specific market context.

Fundamentals

Review valuation, market cap, revenue, earnings, and company information.

Market News

Search current financial headlines and summarize the likely market impact.

Comparisons

Compare companies with consistent metrics and clean markdown tables.

Quick Start

Run the Playground agent

Clone the repo, add your Nebius key, and start the Agno Playground server. The same project can be deployed to any Python web host that supports a `PORT` environment variable.

git clone https://github.com/tirth1263/finance-agent.git
cd finance-agent
python -m venv .venv
pip install -r requirements.txt
cp .env.example .env
python main.py

Deployment

Ready for GitHub Pages and Python hosts

Project Website

The public site is served from the `docs/` folder using GitHub Pages.

Agent Backend

`Procfile`, `render.yaml`, and `Dockerfile` are included for cloud deployment.

Secrets

`NEBIUS_API_KEY` stays in environment variables and never ships in the website.