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openai.rb
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openai.rb
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require 'composio'
require 'openai'
# Initialize the Composio client
config = Composio::Configuration.default
composio_client = Composio::Client.new(config)
# Configure the Composio client
Composio.configure do |config|
config.api_key = ENV['COMPOSIO_API_KEY']
end
def authorize_url_if_not_exists(services, composio = Composio)
inactive_services = []
services.each do |service|
begin
connections = composio.connections.list(user_uuid: "default", app_names: service, page: 1, page_size: 10000, show_disabled: false)
latest_connection = connections.items.max_by { |connection| connection.created_at }
if latest_connection.nil? || latest_connection.status != 'ACTIVE'
app = composio.apps.get_details(app_name: service)
integration = composio.integrations.create_integration(
name: service,
app_id: app.app_id,
auth_scheme: "OAUTH2",
use_composio_auth: true,
force_new_integration: false
)
puts "Integration created with label: #{integration.name} #{service} -> #{integration}"
connection = composio.connections.initiate(
integration_id: integration.id,
user_uuid: "default"
)
inactive_services << { service: service, url: connection.redirect_url, connected_account_id: connection.connected_account_id }
end
rescue => e
raise e
end
end
inactive_services.each do |service|
puts "Please open this link to complete authorization for #{service[:service]}: #{service[:url]}"
connected_account_id = service[:connected_account_id]
status = nil
timeout = 60
start_time = Time.now
until status == 'ACTIVE' || (Time.now - start_time) > timeout
sleep(5) # Poll every 5 seconds
connected_account = composio.connections.get(connected_account_id: connected_account_id)
status = connected_account.status
end
if status == 'ACTIVE'
puts "#{service[:service]} is now active."
else
puts "Timeout reached for #{service[:service]}. Please try again."
end
end
end
def get_latest_connected_account(entity_id, app_name, composio_client)
connected_accounts = composio_client.connections.list(user_uuid: entity_id, app_names: app_name, page: 1, page_size: 10000, show_disabled: false)
connected_accounts.items.max_by { |account| account.created_at }
end
services = ["GMAIL"]
authorize_url_if_not_exists(services, composio_client)
connected_account = get_latest_connected_account("default", "GMAIL", composio_client)
action_details = composio_client.actions.get_action_by_id(action_id: "GMAIL_SEND_EMAIL")
# TODO: For complete compatibility, we need to add support for all the different types of parameters that are supported by
# OpenAPI like allOf, anyOf, oneOf, not, etc.
def convert_action_to_openai_function(action_details)
openai_function = {
name: action_details.name,
description: action_details.description,
parameters: {
type: "object",
properties: {},
required: []
}
}
action_details.parameters[:properties].each do |key, param|
openai_function[:parameters][:properties][key] = {
type: param[:type].downcase,
description: param[:description]
}
openai_function[:parameters][:properties][key][:default] = param[:default] if param.key?(:default)
openai_function[:parameters][:properties][key][:examples] = param[:examples] if param.key?(:examples)
if param[:type].downcase == "object" && param.key?(:properties)
openai_function[:parameters][:properties][key][:properties] = {}
param[:properties].each do |nested_key, nested_param|
openai_function[:parameters][:properties][key][:properties][nested_key] = {
type: nested_param[:type].downcase,
description: nested_param[:description]
}
end
openai_function[:parameters][:properties][key][:required] = param[:required] if param.key?(:required)
end
end
openai_function[:parameters][:required] = action_details.parameters[:required] if action_details.parameters.key?(:required)
openai_function
end
openai_function = convert_action_to_openai_function(action_details)
openai_client = OpenAI::Client.new(
access_token: ENV['OPENAI_API_KEY'],
log_errors: true
)
chat_messages = [
{ role: "system", content: "You are a helpful assistant that can send emails." },
{ role: "user", content: "Please send an email to test@example.com with the subject 'Test Email' and body 'This is a test email sent using OpenAI function calls.'" }
]
response = openai_client.chat(
parameters: {
model: "gpt-4-turbo",
messages: chat_messages,
functions: [openai_function],
function_call: "auto"
}
)
chat_messages.each do |message|
puts "#{message[:role].capitalize}: #{message[:content]}"
end
function_call = response.dig("choices", 0, "message", "function_call")
if function_call && function_call["name"] == "GMAIL_SEND_EMAIL"
args = JSON.parse(function_call["arguments"])
puts "OpenAI Assistant: Sending email with the following details:"
puts JSON.pretty_generate(args)
else
puts "No email sent. OpenAI response:"
puts JSON.pretty_generate(response)
end