The Environment class is a core component of the Praxos Python SDK that allows you to manage and interact with your Praxos environments. An Environment represents a container for your sources and provides methods to interact with them. It’s the main entry point for working with your data in Praxos.

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Creating an Environment

from praxos_python import PraxosClient

with PraxosClient(api_key="your-api-key") as client:
    environment = client.create_environment(name="environment name")
For more detail see Client doc.

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Obtain an Environment

from praxos_python import PraxosClient

with PraxosClient(api_key="your-api-key") as client:
    environment = client.get_environment(environment_id="your-environment-id")
For more detail see Client doc.

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Methods

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Get Context

Retrieve relevant context for an LLM based on a query. 
context = environment.get_context(
    query="What is the main topic?",
    top_k=1  # Optional: number of context items to return
)

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Add Sources

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Add a Conversation

Add a conversation source to your environment. 
from praxos_python.types.message import Message

messages = [
    Message(role="user", content="Hello"),
    Message(role="assistant", content="Hi there!")
]

source = environment.add_conversation(
    messages=messages,
    source_name="My Conversation",  # Optional
    description="A sample conversation"  # Optional
)

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Add a File

Add a file source to your environment. Supported file types include PDF and JSON. 
source = environment.add_file(
    file_path="path/to/your/file.pdf",
    name="My Document",  # Optional
    description="A sample document"  # Optional
)

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Add Business Data

Add structured business data to your environment. 
data = {
    "key": "value",
    "nested": {
        "field": "data"
    }
}

source = environment.add_business_data(
    data=data,
    name="My Business Data",  # Optional
    description="Sample business data"  # Optional
)

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Retrieve Sources

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Get All Sources

Retrieve all sources in your environment. 
sources = environment.get_sources()

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Get a Specific Source

Retrieve a specific source by ID or name. 
# By ID
source = environment.get_source(source_id="your-source-id")

# By name
source = environment.get_source(source_name="My Source")

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Error Handling

The SDK includes built-in error handling for common scenarios:
  • FileNotFoundError: Raised when attempting to add a non-existent file
  • ValueError: Raised for invalid file extensions or missing required parameters
  • APIError: Raised for API-related errors