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LinkedInAgent

What it is​

A factory + thin agent class that assembles an IntentAgent configured to access LinkedIn data (via a LinkedIn integration), augment it with Google Search workflows, and expose a set of predefined intents for common LinkedIn-related requests.

Public API​

  • create_agent(agent_shared_state: Optional[AgentSharedState] = None, agent_configuration: Optional[AgentConfiguration] = None) -> IntentAgent

    • Builds and returns a configured LinkedInAgent instance:
      • Loads LinkedIn + Google Search + Naas configuration from their respective ABIModule singletons.
      • Creates tool sets from:
        • LinkedIn integration tools (as_tools(...))
        • Google Search workflows (profile/org page search)
        • SPARQL templated query tools (a fixed set of LinkedIn-related query tools)
      • Registers a list of Intent mappings to route common user requests to specific tools.
      • Renders the SYSTEM_PROMPT by injecting tool descriptions and the user LinkedIn profile URL.
      • Applies default AgentConfiguration(system_prompt=...) and AgentSharedState(thread_id="0") when not provided.

  • class LinkedInAgent(IntentAgent)

    • No additional behavior; inherits everything from IntentAgent.

Configuration/Dependencies​

This agent relies on several modules being configured and available via get_instance():

  • naas_abi_marketplace.applications.linkedin.ABIModule

    • configuration.li_at
    • configuration.JSESSIONID
    • configuration.linkedin_profile_url

  • naas_abi_marketplace.applications.google_search.ABIModule

    • configuration.google_custom_search_api_key
    • configuration.google_custom_search_engine_id

  • naas_abi_marketplace.applications.naas.ABIModule

    • configuration.naas_api_key

Tools/workflows/integrations used:

  • naas_abi_marketplace.applications.linkedin.integrations.LinkedInIntegration
    • LinkedInIntegrationConfiguration, as_tools(...)
  • naas_abi_marketplace.applications.google_search.integrations.GoogleProgrammableSearchEngineIntegration
    • GoogleProgrammableSearchEngineIntegrationConfiguration
  • naas_abi_marketplace.applications.google_search.workflows.*
    • SearchLinkedInProfilePageWorkflow
    • SearchLinkedInOrganizationPageWorkflow
  • naas_abi_core.modules.templatablesparqlquery.ABIModule
    • Adds tools for:
      • linkedin_search_connections_by_person_name
      • linkedin_count_connections_by_person
      • linkedin_get_connection_information
      • linkedin_search_email_address_by_person_uri

Model dependency:

  • naas_abi_marketplace.ai.chatgpt.models.gpt_4_1_mini.model

Usage​

from naas_abi_marketplace.applications.linkedin.agents.LinkedInAgent import create_agent

agent = create_agent()

# The returned object is an IntentAgent configured with tools/intents/system prompt.
# How you run/chat with the agent depends on the IntentAgent interface in naas_abi_core.
print(agent.name)  # "LinkedIn"

Caveats​

  • Requires valid configuration values to be present in the referenced ABIModule instances (LinkedIn auth cookies, Google Search API credentials, Naas API key).
  • The LinkedInAgent class itself adds no behavior; all behavior comes from IntentAgent, configured tools, and intents.
  • The system prompt enforces working only with valid LinkedIn URLs and instructs to defer unsupported requests to [email protected].