Stateful vs. Stateless Search in Long-Running Agent Sessions
Preserve agent context through stateful orchestration, not stateless replay.
Linh Phuong Dao
Section
Agent Search
7 stories in Agent Search.
Agentic Search Infrastructure for Small Dev Teams on Tight Budgets
Live search beats static indexing for agents that need current, citable answers.
Marcus Delacroix-Okafor
Web Search APIs Built for AI Agents and LLMs
AI agents need search APIs built for machines, not browsers.
Camille Roth-Svensson
Tool-Calling Design Patterns for Search-Grounded LLM Agents
Architectural patterns determine whether search-grounded agents retrieve and reason reliably.
Linh Phuong Dao
Multi-Step Query Refinement in Agentic Research Workflows
Iterative verification catches errors that single-pass research agents miss.
Camille Roth-Svensson
Real-Time Web Data Providers for LLM Knowledge Cutoff Problems
Retrieval layers now separate production systems from hallucinations about current events.
Marcus Delacroix-Okafor
Web Search API Comparison for LangChain and LlamaIndex Agents
LlamaIndex handles retrieval, LangGraph handles orchestration, each needs different search APIs.
Camille Roth-Svensson