diff --git a/docs/swarms/examples/claude.md b/docs/swarms/examples/claude.md
index 5890c4fc..4ed443ff 100644
--- a/docs/swarms/examples/claude.md
+++ b/docs/swarms/examples/claude.md
@@ -18,7 +18,6 @@ agent = Agent(
     system_prompt="Agent system prompt here",
     agent_description="Agent performs financial analysis.",
     llm=model,
-    long_term_memory=chromadb_memory,
 )
 
 # Run a query
diff --git a/docs/swarms/examples/cohere.md b/docs/swarms/examples/cohere.md
new file mode 100644
index 00000000..6f7d8acf
--- /dev/null
+++ b/docs/swarms/examples/cohere.md
@@ -0,0 +1,25 @@
+# Agent with Cohere
+
+- Add your `COHERE_API_KEY` in the `.env` file
+- Select your model_name like `command-r` follows LiteLLM conventions
+
+
+```python
+from swarms import Agent
+import os
+from dotenv import load_dotenv
+
+load_dotenv()
+
+# Initialize the agent with ChromaDB memory
+agent = Agent(
+    agent_name="Financial-Analysis-Agent",
+    model_name="command-r",
+    system_prompt="Agent system prompt here",
+    agent_description="Agent performs financial analysis.",
+    llm=model,
+)
+
+# Run a query
+agent.run("What are the components of a startup's stock incentive equity plan?")
+```
\ No newline at end of file