langchain-salesforce 0.2.0

An integration package connecting Salesforce and LangChain

langchain-salesforce

The langchain-salesforce package provides a seamless integration between LangChain and Salesforce CRM, enabling developers to leverage LangChain's powerful framework to interact with Salesforce data.

Overview

This package allows you to connect to your Salesforce instance and perform various operations, such as querying data with SOQL, inspecting object schemas, and managing records (Create, Read, Update, Delete - CRUD). It is designed to be a flexible tool within the LangChain ecosystem.

Key Features

• Salesforce CRM Integration: Connect LangChain applications directly to Salesforce.
• SOQL Execution: Run Salesforce Object Query Language (SOQL) queries.
• Schema Inspection: Describe Salesforce object structures.
• Object Listing: List all available SObjects in your Salesforce org.
• CRUD Operations: Create, update, and delete Salesforce records.
• Environment Variable Configuration: Easy setup using standard environment variables.
• Comprehensive Error Handling: Robust error management for Salesforce API interactions.

Installation

To install the package, run the following command:

pip install -U langchain-salesforce

Configuration

Before using the tool, configure your Salesforce credentials by setting the following environment variables:

• SALESFORCE_USERNAME: Your Salesforce username.
• SALESFORCE_PASSWORD: Your Salesforce password.
• SALESFORCE_SECURITY_TOKEN: Your Salesforce security token.
• SALESFORCE_DOMAIN: Your Salesforce domain (e.g., "login" for production, "test" for sandbox environments). Defaults to "login".

Quick Start

Here's a quick example of how to initialize the SalesforceTool and query for contacts:

from langchain_salesforce import SalesforceTool
import os

# Initialize the tool (credentials can also be sourced from environment variables)
tool = SalesforceTool(
    username=os.getenv("SALESFORCE_USERNAME", "your-username"),
    password=os.getenv("SALESFORCE_PASSWORD", "your-password"),
    security_token=os.getenv("SALESFORCE_SECURITY_TOKEN", "your-token"),
    domain=os.getenv("SALESFORCE_DOMAIN", "login")
)

# Example: Query for the first 5 contacts
query_result = tool.run({
    "operation": "query",
    "query": "SELECT Id, Name, Email FROM Contact LIMIT 5"
})

print(query_result)

SalesforceTool Usage

The SalesforceTool is the primary interface for interacting with Salesforce. It accepts a dictionary input specifying the operation and its required parameters.

Supported Operations

1. Query Data (query)

Execute SOQL queries to retrieve data from Salesforce.

result = tool.run({
    "operation": "query",
    "query": "SELECT Id, Name, Industry FROM Account WHERE Industry = 'Technology' LIMIT 10"
})
print(result)

2. Describe Object Schema (describe)

Get the schema information for a specific Salesforce object.

schema = tool.run({
    "operation": "describe",
    "object_name": "Account"
})
print(schema)

3. List Available Objects (list_objects)

Retrieve a list of all available SObjects in your Salesforce organization.

available_objects = tool.run({
    "operation": "list_objects"
})
print(available_objects)

4. Create New Record (create)

Create a new record for a specified Salesforce object.

new_contact_details = tool.run({
    "operation": "create",
    "object_name": "Contact",
    "record_data": {
        "LastName": "Doe",
        "FirstName": "John",
        "Email": "[e-mail]",
        "Phone": "123-456-7890"
    }
})
print(new_contact_details) # Returns ID of the new record and success status

5. Update Existing Record (update)

Update fields on an existing Salesforce record.

update_status = tool.run({
    "operation": "update",
    "object_name": "Contact",
    "record_id": "003XXXXXXXXXXXXXXX",  # Replace with an actual Contact ID
    "record_data": {
        "Email": "[e-mail]",
        "Description": "Updated contact information."
    }
})
print(update_status) # Returns ID of the updated record and success status

6. Delete Record (delete)

Delete a Salesforce record by its ID.

delete_confirmation = tool.run({
    "operation": "delete",
    "object_name": "Contact",
    "record_id": "003YYYYYYYYYYYYYYY"  # Replace with an actual Contact ID
})
print(delete_confirmation) # Returns ID of the deleted record and success status

Development

Interested in contributing? Follow these steps to set up your development environment:

1. Clone the repository:

   git clone https://github.com/YOUR_USERNAME/YOUR_REPOSITORY.git # Replace with your repository URL
   cd langchain-salesforce
   

2. Install dependencies: This project uses Poetry for dependency management.

   poetry install
   

3. Run tests:

   make test
   

4. Run linters and formatters:

   make lint
   

Contributing

Contributions are welcome! Please open an issue or submit a pull request if you have suggestions or improvements. Consider creating a CONTRIBUTING.md file for detailed guidelines.

License

This project is licensed under the MIT License. See the LICENSE file for more details.