Getting Started

Prerequisites

• Python 3.10

• LLM API Key (OpenAI, Deepseek)

• Chromedriver

Installation

Follow these simple steps to install and set up Tempus Labs:

1

Step 1: Install Tempus

Begin by installing the Tempus framework using pip:

pip install tempus-labs==1.0.0

2

Step 2: Create the Environment File

Set up a .env file to store your API key securely:

OPENAI_API_KEY=your_api_key # Fill if you are using OpenAI
DEEPSEEK_API_KEY=your_api_key # Fill if you are using Deepseek

3

Step 3: Basic usage

from tempus.agents import QuantAIAgent

# Initialize with default settings (OpenAI)
agent = QuantAIAgent()

# Basic analysis
response = agent.chat("Analyze pump.fun market trends")
print(response)

# Streaming responses
for chunk in agent.chat_stream("What's happening with $ai16z?"):
    chunk.pretty_print()

Basic Concepts

QuantAIAgent

The QuantAIAgent is your main interface to the Tempus framework. It provides:

• Market analysis capabilities

• Real-time data streaming

• Multiple LLM provider support

• Conversation memory

Market Analysis Tools

Tempus comes with several built-in analysis tools:

• Contract Analysis: Deep dive into token contracts

• Ticker Analysis: Research specific tokens

• Market Trends: Track trending tokens

• Meta Market Analysis: Explore token categories (AI, Gaming, Meme)

Data Sources

Tempus integrates with:

• Pump.fun for real-time token data

• DexScreener for comprehensive market data

• Multi-chain support (focused on Solana)

Next Steps

• Check out the API Reference for detailed documentation
• Learn about advanced features in Advanced Usage
• See Examples for more use cases

You're now ready to explore the power of Tempus Labs for AI-driven quantitative insights on the Solana ecosystem!