Fake Embeddings

LangChain also provides a fake embedding class. You can use this to test your pipelines.

from langchain_community.embeddings import FakeEmbeddings

API Reference:FakeEmbeddings

embeddings = FakeEmbeddings(size=1352)

query_result = embeddings.embed_query("foo")

doc_results = embeddings.embed_documents(["foo"])

Related

• Embedding model conceptual guide
• Embedding model how-to guides