diff --git a/README.md b/README.md
index f026a1d..7ed1950 100644
--- a/README.md
+++ b/README.md
@@ -106,7 +106,29 @@ if __name__ == "__main__":
 
 
 ### ChromaDB
-```
+```python
+from swarms_memory import ChromaDB
+
+chromadb = ChromaDB(
+    metric="cosine",
+    output_dir="results",
+    limit_tokens=1000,
+    n_results=2,
+    docs_folder="path/to/docs",
+    verbose=True,
+)
+
+# Add a document
+doc_id = chromadb.add("This is a test document.")
+
+# Query the document
+result = chromadb.query("This is a test query.")
+
+# Traverse a directory
+chromadb.traverse_directory()
+
+# Display the result
+print(result)
 
 ```
 
diff --git a/chroma_db.py b/chroma_db.py
new file mode 100644
index 0000000..10c2057
--- /dev/null
+++ b/chroma_db.py
@@ -0,0 +1,22 @@
+from swarms_memory import ChromaDB
+
+chromadb = ChromaDB(
+    metric="cosine",
+    output_dir="results",
+    limit_tokens=1000,
+    n_results=2,
+    docs_folder="path/to/docs",
+    verbose=True,
+)
+
+# Add a document
+doc_id = chromadb.add("This is a test document.")
+
+# Query the document
+result = chromadb.query("This is a test query.")
+
+# Traverse a directory
+chromadb.traverse_directory()
+
+# Display the result
+print(result)
diff --git a/example.py b/example.py
deleted file mode 100644
index e69de29..0000000