From 875d18d80fc74c7d1b424f1963e80c5d34f96fc5 Mon Sep 17 00:00:00 2001
From: Ethan Heavey <65369063+VeiledTee@users.noreply.github.com>
Date: Sat, 15 Feb 2025 12:51:24 -0400
Subject: [PATCH] Update HuggingFace example in README.md

Replaced "hf_embedding" with "hf_embed" in HuggingFace example to match implementation
---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 62f21a65..ad9ad819 100644
--- a/README.md
+++ b/README.md
@@ -237,7 +237,7 @@ rag = LightRAG(
 
 * If you want to use Hugging Face models, you only need to set LightRAG as follows:
 ```python
-from lightrag.llm import hf_model_complete, hf_embedding
+from lightrag.llm import hf_model_complete, hf_embed
 from transformers import AutoModel, AutoTokenizer
 from lightrag.utils import EmbeddingFunc
 
@@ -250,7 +250,7 @@ rag = LightRAG(
     embedding_func=EmbeddingFunc(
         embedding_dim=384,
         max_token_size=5000,
-        func=lambda texts: hf_embedding(
+        func=lambda texts: hf_embed(
             texts,
             tokenizer=AutoTokenizer.from_pretrained("sentence-transformers/all-MiniLM-L6-v2"),
             embed_model=AutoModel.from_pretrained("sentence-transformers/all-MiniLM-L6-v2")