Mistral
Agent with Structured Outputs
Examples
- Introduction
- Getting Started
- Agents
- Workflows
- Applications
Agent Concepts
- Multimodal
- RAG
- Knowledge
- Memory
- Teams
- Async
- Hybrid Search
- Storage
- Tools
- Vector Databases
- Embedders
Models
- Anthropic
- AWS Bedrock Claude
- Azure OpenAI
- Cohere
- DeepSeek
- Fireworks
- Gemini
- Groq
- Hugging Face
- Mistral
- NVIDIA
- Ollama
- OpenAI
- Together
- Vertex AI
- xAI
Mistral
Agent with Structured Outputs
Code
cookbook/models/mistral/structured_output.py
import os
from typing import List
from agno.agent import Agent, RunResponse # noqa
from agno.models.mistral import MistralChat
from agno.tools.duckduckgo import DuckDuckGoTools
from pydantic import BaseModel, Field
from rich.pretty import pprint # noqa
mistral_api_key = os.getenv("MISTRAL_API_KEY")
class MovieScript(BaseModel):
setting: str = Field(
..., description="Provide a nice setting for a blockbuster movie."
)
ending: str = Field(
...,
description="Ending of the movie. If not available, provide a happy ending.",
)
genre: str = Field(
...,
description="Genre of the movie. If not available, select action, thriller or romantic comedy.",
)
name: str = Field(..., description="Give a name to this movie")
characters: List[str] = Field(..., description="Name of characters for this movie.")
storyline: str = Field(
..., description="3 sentence storyline for the movie. Make it exciting!"
)
json_mode_agent = Agent(
model=MistralChat(
id="mistral-large-latest",
api_key=mistral_api_key,
),
tools=[DuckDuckGoTools()],
description="You help people write movie scripts.",
response_model=MovieScript,
show_tool_calls=True,
debug_mode=True,
)
# Get the response in a variable
# json_mode_response: RunResponse = json_mode_agent.run("New York")
# pprint(json_mode_response.content)
json_mode_agent.print_response("Find a cool movie idea about London and write it.")
Usage
1
Create a virtual environment
Open the Terminal
and create a python virtual environment.
2
Set your API key
export MISTRAL_API_KEY=xxx
3
Install libraries
pip install -U mistralai duckduckgo-search agno
4
Run Agent