RNL Edge Python SDK

The RNL Edge SDK is a Python library designed to interact with RNL Edge services, providing an easy-to-use interface for authentication, managing documents, feedback collection, and interacting with the RNL API. This SDK simplifies the process of accessing and utilizing RNL Edge API features, allowing you to quickly authenticate users, manage documents, and handle various other tasks.

Features

• Authentication: Handle user authentication via the RNL API.
• Document Management: Upload, retrieve, and manage documents within the RNL system.
• Feedback Collection: Submit feedback data to the RNL system.
• RAG (Retrieval-Augmented Generation): Query documents using the RNL RAG interface.
• Others: Additional utility functions for interacting with RNL API.
• Prompt: To Manage Prompt History
• Compass: For Compass endpoints

Installation

pip install rnl_edge_sdk

Usage

1. Authentication

The auth.py module allows you to authenticate users using the RNL Edge API. Here’s how to authenticate a user:

Example: example_auth.py

from rnl_edge_sdk.environment import Environment
from rnl_edge_sdk.rnl_edge_client import RnlEdgeClient

def main():
    # Initialize the environment and client
    environment = Environment(Environment.Hosts.QA, "QA")
    client = RnlEdgeClient(environment, "token1234", "subdomain").auth

    # Perform authentication
    try:
        auth_data = client.auth("local", {"email": "user@example.com", "password": "password"})
        print(f"Authentication successful! Access token: {client.access_token}")
    except Exception as e:
        print(f"Authentication failed: {str(e)}")

if __name__ == "__main__":
    main()

2. Document Management

The documents.py module provides functionality for uploading and retrieving documents.

Example: example_documents.py

from rnl_edge_sdk.environment import Environment
from rnl_edge_sdk.rnl_edge_client import RnlEdgeClient
from rnl_edge_sdk.requests.post_document_request import PostDocumentRequest

def main():
    environment = Environment(Environment.Hosts.QA, "QA")
    client = RnlEdgeClient(environment, "token1234", "subdomain").document

    # Authenticate the user
    client.auth("local", {"email": "user@example.com", "password": "password"})

    # Retrieve documents
    try:
        documents_response = client.get_documents()
        print(f"Number of documents: {documents_response.record_count}")
        for doc in documents_response.files:
            print(f"- {doc.get('name', 'Unnamed document')}")
    except Exception as e:
        print(f"Failed to get documents: {str(e)}")

    # Post a new document
    try:
        request = PostDocumentRequest([{"name": "sample.pdf", "content": "base64encodedcontent"}], category="Enrollment")
        post_document_response = client.post_document(request)
        print(f"Document uploaded successfully! ID: {post_document_response.document_id}")
    except Exception as e:
        print(f"Failed to post document: {str(e)}")

if __name__ == "__main__":
    main()

3. Feedback

The feedback.py module allows users to submit feedback through the RNL API.

Example: example_feedback.py

from rnl_edge_sdk.environment import Environment
from rnl_edge_sdk.rnl_edge_client import RnlEdgeClient

def main():
    environment = Environment(Environment.Hosts.QA, "QA")
    client = RnlEdgeClient(environment, "token1234", "subdomain").feedback

    # Authenticate the user
    client.auth("local", {"email": "user@example.com", "password": "password"})

    # Submit feedback
    try:
        client.submit_feedback("This is feedback for the RNL system.")
        print("Feedback submitted successfully!")
    except Exception as e:
        print(f"Failed to submit feedback: {str(e)}")

if __name__ == "__main__":
    main()

4. RAG (Retrieval-Augmented Generation)

The rag.py module provides an interface for querying documents using the RAG (Retrieval-Augmented Generation) system.

Example: example_rag.py

from rnl_edge_sdk.environment import Environment
from rnl_edge_sdk.rnl_edge_client import RnlEdgeClient

def main():
    environment = Environment(Environment.Hosts.QA, "QA")
    client = RnlEdgeClient(environment, "token1234", "subdomain").rag

    # Authenticate the user
    client.auth("local", {"email": "user@example.com", "password": "password"})

    # Query RAG
    try:
        response = client.query_rag("What is the enrollment process?")
        print("Query response:", response)
    except Exception as e:
        print(f"Failed to query RAG: {str(e)}")

if __name__ == "__main__":
    main()

5. Compass

The compass.py module contains functionality for interacting with the Compass component of the RNL system.

Example: example_compass.py

from rnl_edge_sdk.environment import Environment
from rnl_edge_sdk.rnl_edge_client import RnlEdgeClient

def main():
    environment = Environment(Environment.Hosts.QA, "QA")
    client = RnlEdgeClient(environment, "token1234", "subdomain").compass

    # Authenticate the user
    client.auth("local", {"email": "user@example.com", "password": "password"})

    # Use Compass functionality (example)
    try:
        response = client.some_compass_function()
        print("Compass response:", response)
    except Exception as e:
        print(f"Failed to interact with Compass: {str(e)}")

if __name__ == "__main__":
    main()

6. Others

The others.py module contains additional utility functions for interacting with the RNL API.

Example: example_others.py

from rnl_edge_sdk.environment import Environment
from rnl_edge_sdk.rnl_edge_client import RnlEdgeClient

def main():
    environment = Environment(Environment.Hosts.QA, "QA")
    client = RnlEdgeClient(environment, "token1234", "subdomain").other

    # Perform other utility functions
    try:
        response = client.some_other_function()
        print("Utility function response:", response)
    except Exception as e:
        print(f"Failed to perform utility function: {str(e)}")

if __name__ == "__main__":
    main()

7. Prompt

The prompt.py module provides prompt management functionality.

Example: example_prompt.py

from rnl_edge_sdk.environment import Environment
from rnl_edge_sdk.rnl_edge_client import RnlEdgeClient

def main():
    environment = Environment(Environment.Hosts.QA, "QA")
    client = RnlEdgeClient(environment, "token1234", "subdomain").prompt

    # Authenticate and manage prompts
    try:
        client.auth("local", {"email": "user@example.com", "password": "password"})
        response = client.get_prompt()
        print("Prompt response:", response)
    except Exception as e:
        print(f"Failed to manage prompt: {str(e)}")

if __name__ == "__main__":
    main()

Example Usage Files

The repository contains example Python scripts (example_auth.py, example_documents.py, etc.) that demonstrate how to use the various features of the SDK. You can refer to these files for detailed usage examples.

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Thanks

Happy Coding 👩🏻‍💻