Chroma is an open source [[vector database]].
Chroma is embedded in [[LangChain]] for easy integration.
```python
from langchain_chroma import Chroma
vectorstore = Chroma.from_documents(
documents=chunks,
embedding=embeddings,
persist_directory=db_name
)
```
Alternatives include MongoDB and Postgres for persistent storage or Facebook FAISS for in-memory