diff --git a/README.md b/README.md
index 028b998..1e6a01d 100644
--- a/README.md
+++ b/README.md
@@ -12,6 +12,8 @@ $ pip install swarms-memory
 
 ## Usage
 
+
+
 # License
 MIT
 
diff --git a/pyproject.toml b/pyproject.toml
index 6f7c940..c6afe14 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,6 +24,10 @@ classifiers = [
 [tool.poetry.dependencies]
 python = "^3.10"
 swarms = "*"
+chromadb = "*"
+loguru = "*"
+sentence-transformers = "*"
+pinecone = "*"
 
 
 [tool.poetry.group.lint.dependencies]
diff --git a/swarms_memory/__init__.py b/swarms_memory/__init__.py
index 7b67212..467e68b 100644
--- a/swarms_memory/__init__.py
+++ b/swarms_memory/__init__.py
@@ -1,3 +1,4 @@
-from swarms_memory.chroma_db_wrapper import ChromaDBWrapper
+from swarms_memory.chroma_db_wrapper import ChromaMemory
+from swarms_memory.pinecone_wrapper import PineconeMemory
 
-__all__ = ["ChromaDBWrapper"]
+__all__ = ["ChromaMemory", "PineconeMemory"]
diff --git a/swarms_memory/pinecone_wrapper.py b/swarms_memory/pinecone_wrapper.py
index 4e93354..a0f2dbb 100644
--- a/swarms_memory/pinecone_wrapper.py
+++ b/swarms_memory/pinecone_wrapper.py
@@ -1,10 +1,12 @@
-from typing import List, Dict, Any, Callable, Optional
+from typing import Any, Callable, Dict, List, Optional
+
 import pinecone
 from loguru import logger
 from sentence_transformers import SentenceTransformer
+from swarms.memory.base_vectordb import BaseVectorDatabase
 
 
-class PineconeMemory:
+class PineconeMemory(BaseVectorDatabase):
     """
     A highly customizable wrapper class for Pinecone-based Retrieval-Augmented Generation (RAG) system.