Rag Integrated Agent Workflows With Llamaindex Queryengine And Agentworkflow Abstractions

via “research agent with iterative planning and web search integration”

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

Unique: Combines planner-executor-synthesizer architecture with iterative refinement and real-time web search via Gemini Interactions API, enabling agents to conduct research beyond their training data. Most research agents use static RAG; this implementation treats web search as a first-class agent capability with iterative improvement.

More sophisticated than basic web search agents; tightly integrated with Gemini's native search capabilities but less portable than framework-agnostic approaches