Getting Started

Prerequisites

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
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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
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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

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

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