From ef868bc24b9b0b81fe0d53a8976887754a840122 Mon Sep 17 00:00:00 2001
From: Mikhail Khludnev <mkhludnev@users.noreply.github.com>
Date: Thu, 6 Jun 2024 01:44:40 +0300
Subject: [PATCH] docs: mentioning query_instruction with regards to BGE-M3
 (#22405)

see
https://github.com/langchain-ai/langchain/pull/18017#issuecomment-2143942760
https://huggingface.co/BAAI/bge-m3#faq

Co-authored-by: mikhail-khludnev <mikhail_khludnev@rntgroup.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
---
 docs/docs/integrations/text_embedding/bge_huggingface.ipynb | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/docs/docs/integrations/text_embedding/bge_huggingface.ipynb b/docs/docs/integrations/text_embedding/bge_huggingface.ipynb
index a5032dcfe1..14fd5d9b87 100644
--- a/docs/docs/integrations/text_embedding/bge_huggingface.ipynb
+++ b/docs/docs/integrations/text_embedding/bge_huggingface.ipynb
@@ -42,6 +42,12 @@
     ")"
    ]
   },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "Note that you need to pass `query_instruction=\"\"` for `model_name=\"BAAI/bge-m3\"` see [FAQ BGE M3](https://huggingface.co/BAAI/bge-m3#faq). ",
+   "id": "f35d54e529c4cb77"
+  },
   {
    "cell_type": "code",
    "execution_count": 5,