From a5fcbe69eb4cab96f9a8332cc3268025eff8e2a6 Mon Sep 17 00:00:00 2001
From: Manuel <55724245+manuelescobar-dev@users.noreply.github.com>
Date: Fri, 22 Nov 2024 09:59:33 -0500
Subject: [PATCH] docs: correct HuggingFaceEmbeddings documentation model param
 (#28269)

- **Description:** Corrected the parameter name in the
HuggingFaceEmbeddings documentation under integrations/text_embedding/
from model to model_name to align with the actual code usage in the
langchain_huggingface package.
- **Issue:** Fixes #28231
- **Dependencies:** None
---
 docs/src/theme/EmbeddingTabs.js | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/src/theme/EmbeddingTabs.js b/docs/src/theme/EmbeddingTabs.js
index 7e1012baec1..f29da74f135 100644
--- a/docs/src/theme/EmbeddingTabs.js
+++ b/docs/src/theme/EmbeddingTabs.js
@@ -36,7 +36,7 @@ export default function EmbeddingTabs(props) {
       `\n    azure_endpoint=os.environ["AZURE_OPENAI_ENDPOINT"],\n    azure_deployment=os.environ["AZURE_OPENAI_DEPLOYMENT_NAME"],\n    openai_api_version=os.environ["AZURE_OPENAI_API_VERSION"],\n`;
     const googleParamsOrDefault = googleParams ?? `model="text-embedding-004"`;
     const awsParamsOrDefault = awsParams ?? `model_id="amazon.titan-embed-text-v2:0"`;
-    const huggingFaceParamsOrDefault = huggingFaceParams ?? `model="sentence-transformers/all-mpnet-base-v2"`;
+    const huggingFaceParamsOrDefault = huggingFaceParams ?? `model_name="sentence-transformers/all-mpnet-base-v2"`;
     const ollamaParamsOrDefault = ollamaParams ?? `model="llama3"`;
     const cohereParamsOrDefault = cohereParams ?? `model="embed-english-v3.0"`;
     const mistralParamsOrDefault = mistralParams ?? `model="mistral-embed"`;