Tool-Calling Extensible LLM Assistant

A Tool-Calling Extensible LLM Assistant is an extensible LLM assistant that enables secure function calling and plugin integration within the chat interface (supporting external tool execution through schema-based APIs).

• AKA: Level 2 LLM Assistant, Plugin-Enabled LLM Assistant, Function-Calling Chat Assistant.
• Context:
  • It can typically execute External Functions through tool-calling protocols.
  • It can typically validate Tool Schemas through API specification systems.
  • It can typically manage OAuth Authentications through security frameworks.
  • It can typically process Tool Responses through result integration mechanisms.
  • It can typically maintain Execution Sandboxes through isolation environments.
  • ...
  • It can often support Multiple Tool Calls through parallel execution engines.
  • It can often handle Tool Errors through fallback mechanisms.
  • It can often provide Tool Discoverys through capability registrys.
  • It can often enforce Permission Models through access control systems.
  • ...
  • It can range from being a Simple Tool-Calling Extensible LLM Assistant to being a Complex Tool-Calling Extensible LLM Assistant, depending on its tool-calling extensible LLM assistant integration sophistication.
  • It can range from being a Limited Tool-Calling Extensible LLM Assistant to being a Comprehensive Tool-Calling Extensible LLM Assistant, depending on its tool-calling extensible LLM assistant plugin ecosystem.
  • ...
  • It can integrate Web Search Tools for real-time information retrieval.
  • It can connect Code Execution Environments for computational tasks.
  • It can access Database Systems for structured data querys.
  • ...
• Examples:
  • Tool-Calling LLM Assistant Implementations, such as:
    • ChatGPT Plugins Alpha (March 2023), pioneering tool-calling extensible LLM assistant marketplace approach.
    • Claude Tool-Use API (June 2024), providing tool-calling extensible LLM assistant function protocol.
    • HuggingChat Assistants (April 2023), offering tool-calling extensible LLM assistant YAML configuration.
  • Tool-Calling LLM Assistant Features, such as:
    • In-UI Tool Schema Definitions for tool-calling extensible LLM assistant capability declaration.
    • OAuth/Sandbox Securitys for tool-calling extensible LLM assistant safe execution.
    • Public SDK Supports for tool-calling extensible LLM assistant developer access.
  • Tool-Calling LLM Assistant Integrations, such as:
    • Web Browsing Plugins for tool-calling extensible LLM assistant internet access.
    • Code Interpreter Tools for tool-calling extensible LLM assistant computation capability.
    • Database Connectors for tool-calling extensible LLM assistant data retrieval.
  • ...
• Counter-Examples:
  • Personalised LLM Assistants, which lack external tool integration.
  • No-Code LLM Mini-Agent Builders, which focus on configuration packaging rather than direct tool calling.
  • API-Only LLM Services, which provide programmatic access without UI integration.
• See: LLM Assistant Extensibility Ladder, LLM Function Calling API, Plugin Architecture, Tool Integration System, AI Chatbot System Prompt, API Security Model, Personalised LLM Assistant.

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