From 46c2d7f087708a83ee15099025e10b7d1a46b484 Mon Sep 17 00:00:00 2001
From: cfli <545999961@qq.com>
Date: Thu, 31 Oct 2024 13:27:43 +0800
Subject: [PATCH 1/2] update quick start

---
 README.md    | 1 +
 README_zh.md | 7 ++++---
 2 files changed, 5 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index 4ef8c37..9030cc2 100644
--- a/README.md
+++ b/README.md
@@ -130,6 +130,7 @@ similarity = embeddings_1 @ embeddings_2.T
 print(similarity)
 ```
 
+For more details, you can refer to [embedder inference](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/inference/embedder), [reranker inference](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/inference/reranker), [embedder finetune](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/finetune/embedder), [reranker fintune](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/finetune/reranker), [evaluation](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/evaluation), [reasearch](https://github.com/FlagOpen/FlagEmbedding/tree/master/research).
 
 ## Community
 
diff --git a/README_zh.md b/README_zh.md
index b3639f6..eed014b 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -123,16 +123,17 @@ similarity = embeddings_1 @ embeddings_2.T
 print(similarity)
 ```
 
+关于更多细节，可以参考[embedder推理](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/inference/embedder), [reranker推理](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/inference/reranker), [embedder微调](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/finetune/embedder), [reranker微调](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/finetune/reranker), [评估](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/evaluation), [研究](https://github.com/FlagOpen/FlagEmbedding/tree/master/research).
+
 ## 社区
 
 我们将持续维护BGE及FlagEmbedding社区，有任何想法建议都欢迎告诉我们！
 
 近期会持续更新[教学](./Tutorials/)中的内容，希望为文本检索以及RAG打造出完整且详细的教学，欢迎持续关注！
 
-在未来两周左右将会更新以下内容：
+在未来将会更新以下内容：
 
-- BGE模型介绍
-- 在MTEB的任务中的评测
+- RAG
 
 <details>
   <summary>教程规划</summary>

From 24a231acf5ba6fc7feda4c3770a91ad12355344a Mon Sep 17 00:00:00 2001
From: chaofan <60506625+545999961@users.noreply.github.com>
Date: Thu, 31 Oct 2024 15:04:44 +0800
Subject: [PATCH 2/2] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 9030cc2..2317825 100644
--- a/README.md
+++ b/README.md
@@ -130,7 +130,7 @@ similarity = embeddings_1 @ embeddings_2.T
 print(similarity)
 ```
 
-For more details, you can refer to [embedder inference](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/inference/embedder), [reranker inference](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/inference/reranker), [embedder finetune](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/finetune/embedder), [reranker fintune](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/finetune/reranker), [evaluation](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/evaluation), [reasearch](https://github.com/FlagOpen/FlagEmbedding/tree/master/research).
+For more details, you can refer to [embedder inference](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/inference/embedder), [reranker inference](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/inference/reranker), [embedder finetune](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/finetune/embedder), [reranker fintune](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/finetune/reranker), [evaluation](https://github.com/FlagOpen/FlagEmbedding/tree/master/examples/evaluation), [research](https://github.com/FlagOpen/FlagEmbedding/tree/master/research).
 
 ## Community