ASP-DALI provides a unified platform for defining and executing logic-based intelligent agents. Developers write ASP rules to represent agent knowledge and goals, while DALI constructs define event reactions and action executions. At runtime, an ASP solver computes answer sets that guide the agent’s decisions, enabling it to plan, react to incoming events, and adjust beliefs dynamically. The framework supports modular knowledge bases, facilitating incremental updates and clear separation between declarative rules and reactive behaviors. ASP-DALI is implemented in Prolog with interfaces to popular ASP solvers, simplifying integration and deployment across research and prototype scenarios.

Alibaba Smart VSCode Extension is an open-source Visual Studio Code plugin that transforms the IDE into an interactive AI agent environment. By abstracting communication with bot frameworks like ChatGPT, it provides developers with a chat widget, customizable triggers, and code action integrations. Users define agent roles, pipeline steps, and plugins via a simple configuration file, while the extension handles session management, API requests, and UI rendering. This enables rapid prototyping of chat-driven features, on-the-fly code generation, and contextual knowledge retrieval from internal docs, all within VSCode. Teams can extend the extension with custom connectors, event hooks, and middleware, making it a versatile framework for building AI assistants directly in the editor.