Mistral

Use Mistral AI models with PraisonAI Agents

Models

• Recommended: mistral/mistral-large-latest (best quality)
• Medium: mistral/mistral-medium-latest (balanced)
• Small: mistral/mistral-small-latest (fast, efficient)
• Code: mistral/codestral-latest (coding tasks)

Python

# export MISTRAL_API_KEY=your-api-key
from praisonaiagents import Agent

agent = Agent(
    instructions="You are a helpful assistant",
    llm="mistral/mistral-large-latest"
)
agent.start("Explain transformer architecture")

With Tools

# export MISTRAL_API_KEY=your-api-key
from praisonaiagents import Agent

def analyze_code(code: str) -> str:
    """Analyze code for issues."""
    return f"Analysis of code: {code[:50]}..."

agent = Agent(
    instructions="You are a code reviewer",
    llm="mistral/codestral-latest",
    tools=[analyze_code]
)
agent.start("Review this Python function")

Multi-Agent

# export MISTRAL_API_KEY=your-api-key
from praisonaiagents import Agent, Task, AgentTeam

researcher = Agent(
    instructions="You research topics thoroughly",
    llm="mistral/mistral-large-latest"
)
writer = Agent(
    instructions="You write clear summaries",
    llm="mistral/mistral-small-latest"
)

task1 = Task(description="Research LLM architectures", agent=researcher)
task2 = Task(description="Write a summary", agent=writer)

agents = AgentTeam(agents=[researcher, writer], tasks=[task1, task2])
agents.start()

CLI

export MISTRAL_API_KEY=your-api-key

# Basic prompt
python -m praisonai "Explain AI" --llm mistral/mistral-large-latest

# With temperature
python -m praisonai "Write a story" --llm mistral/mistral-small-latest --temperature 0.8

# Run agents.yaml
python -m praisonai

YAML

framework: praisonai
topic: AI architecture research
agents:
  researcher:
    role: AI Researcher
    goal: Research AI architectures
    instructions: You are an expert in AI systems
    llm:
      model: mistral/mistral-large-latest
    tasks:
      research_task:
        description: Research the latest AI architectures
        expected_output: Comprehensive architecture report

  writer:
    role: Technical Writer
    goal: Create clear documentation
    instructions: You write clear technical content
    llm:
      model: mistral/mistral-small-latest
    tasks:
      write_task:
        description: Write a summary of the research
        expected_output: Well-written technical summary