diff --git a/rag_tutorials/rag_agent_cohere/README.md b/rag_tutorials/rag_agent_cohere/README.md
index 192dd0e..0fc01bd 100644
--- a/rag_tutorials/rag_agent_cohere/README.md
+++ b/rag_tutorials/rag_agent_cohere/README.md
@@ -1,4 +1,4 @@
-# RAG Agent with Cohere 🤖
+# RAG Agent with Cohere 
 
 A RAG Agentic system built with Cohere's new model Command-r7b-12-2024, Qdrant for vector storage, Langchain for RAG and LangGraph for orchestration. This application allows users to upload documents, ask questions about them, and get AI-powered responses with fallback to web search when needed.
 
diff --git a/rag_tutorials/rag_agent_cohere/requirements.txt b/rag_tutorials/rag_agent_cohere/requirements.txt
index 834543d..0d69870 100644
--- a/rag_tutorials/rag_agent_cohere/requirements.txt
+++ b/rag_tutorials/rag_agent_cohere/requirements.txt
@@ -1,9 +1,14 @@
-langgraph==0.2.53
-langchain==0.3.11
-langchain-community==0.0.10
+langchain==0.3.12
+langchain-community==0.3.12
+langchain-core==0.3.25
+langchain-cohere==0.3.2
+langchain-qdrant==0.2.0
 cohere==5.11.4
 qdrant-client==1.12.1
-duckduckgo-search==4.1.1
+duckduckgo-search==6.4.1
 streamlit==1.40.2
-langchain-cohere==0.3.2
-langchain-qdrant==0.2.0
\ No newline at end of file
+tenacity==9.0.0
+typing-extensions==4.12.2
+pydantic==2.9.2
+pydantic-core==2.23.4
+langgraph==0.2.53
\ No newline at end of file