diff --git a/README.md b/README.md
index ca41458..a00c203 100644
--- a/README.md
+++ b/README.md
@@ -110,7 +110,7 @@ A curated collection of **Awesome LLM apps built with RAG, AI Agents, Multi-agen
 ### 🚀 Advanced AI Agents
 *   [🏚️ 🍌 AI Home Renovation Agent with Nano Banana](advanced_ai_agents/multi_agent_apps/ai_home_renovation_agent)
 *   [🔍 AI Deep Research Agent](advanced_ai_agents/single_agent_apps/ai_deep_research_agent/)
-*   [🔬 AI Research Planner & Executor (Gemini Interactions API)](advanced_ai_agents/single_agent_apps/research_agent_gemini_interaction_api)
+*   [🔬 AI Research Planner & Executor (Google Interactions API)](advanced_ai_agents/single_agent_apps/research_agent_gemini_interaction_api)
 *   [🤝 AI Consultant Agent](advanced_ai_agents/single_agent_apps/ai_consultant_agent)
 *   [🏗️ AI System Architect Agent](advanced_ai_agents/single_agent_apps/ai_system_architect_r1/)
 *   [💰 AI Financial Coach Agent](advanced_ai_agents/multi_agent_apps/ai_financial_coach_agent/)
diff --git a/advanced_ai_agents/single_agent_apps/research_agent_gemini_interaction_api/README.md b/advanced_ai_agents/single_agent_apps/research_agent_gemini_interaction_api/README.md
index 3de51f4..93f8875 100644
--- a/advanced_ai_agents/single_agent_apps/research_agent_gemini_interaction_api/README.md
+++ b/advanced_ai_agents/single_agent_apps/research_agent_gemini_interaction_api/README.md
@@ -1,6 +1,6 @@
-# 🔬 AI Research Planner & Executor Agent with Gemini Interactions API
+# 🔬 AI Research Planner & Executor Agent with Google's Interactions API
 
-A streamlined multi-phase research agent built with **Google's Gemini Interactions API** that demonstrates stateful conversations, model mixing, background execution, and automatic infographic generation.
+A streamlined multi-phase research agent built with **Google's Interactions API** that demonstrates stateful conversations, model mixing, background execution, and automatic infographic generation.
 
 ## 🌟 Features