Llama-cpp

This notebook goes over how to use Llama-cpp embeddings within LangChain

%pip install --upgrade --quiet  llama-cpp-python

from langchain_community.embeddings import LlamaCppEmbeddings

API Reference:LlamaCppEmbeddings

llama = LlamaCppEmbeddings(model_path="/path/to/model/ggml-model-q4_0.bin")

text = "This is a test document."

query_result = llama.embed_query(text)

doc_result = llama.embed_documents([text])

Related

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