llama-index-tools-salesforce 0.5.0

llama-index tools salesforce integration

Salesforce Tool

This tool connects to a Salesforce environment and allow the Agent to perform SOQL and SOSL queries.

Usage

This tool is a wrapper tool using the simple salesforce library. More information on this library here

Here's an example usage of the Salesforce Tool:

from llama_index.tools.salesforce import SalesforceToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

# Initialize the tool with your Salesforce credentials and other relevant details
sf = SalesforceToolSpec(
    username=sf_username,
    password=sf_password,
    consumer_key=sf_consumer_key,
    consumer_secret=sf_consumer_secret,
    domain="test",
)

agent = FunctionAgent(
    tools=sf.to_tool_list(),
    llm=OpenAI(model="gpt-4.1"),
)

print(await agent.run("List 3 Accounts in Salesforce"))
print(await agent.run("Provide information on a customer account John Doe"))

execute_sosl - Returns the result of a Salesforce search as a dict decoded from the Salesforce response JSON payload.

execute_soql - Returns the full set of results for the query. The returned dict is the decoded JSON payload from the final call to Salesforce, but with the totalSize field representing the full number of results retrieved and the records list representing the full list of records retrieved.

This loader is designed to be used as a way to load data as a Tool in a Agent.