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diff --git a/zh_CN/.gitbook/assets/image.png b/zh_CN/.gitbook/assets/image.png
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diff --git a/zh_CN/guides/application-design/annotation-reply.md b/zh_CN/guides/application-design/annotation-reply.md
index a935160..8c53bde 100644
--- a/zh_CN/guides/application-design/annotation-reply.md
+++ b/zh_CN/guides/application-design/annotation-reply.md
@@ -53,7 +53,7 @@
通过进入“应用构建->日志与标注->标注”开启标注回复开关:
-.png)
日志与标注中开启标注回复
+ (1).png)
日志与标注中开启标注回复
### 在标注后台设置标注回复参数
@@ -63,7 +63,7 @@
**Embedding 模型**:用于对标注文本进行向量化,切换模型时会重新生成嵌入。
-.png)
设置标注回复参数
+ (1).png)
设置标注回复参数
### 批量导入标注问答对
diff --git a/zh_CN/guides/knowledge-base/sync-from-notion.md b/zh_CN/guides/knowledge-base/sync-from-notion.md
index c68033a..04f3626 100644
--- a/zh_CN/guides/knowledge-base/sync-from-notion.md
+++ b/zh_CN/guides/knowledge-base/sync-from-notion.md
@@ -37,11 +37,11 @@ Notion集成分为**内部集成**(internal integration)和**外部集成**
点击“**New integration**”按钮,类型默认是 **Internal**(不可修改),选择关联的空间,输入集成名称并上传 logo 后,点击“Submit”,集成创建成功。
-
+
创建集成后,您可以根据需要在 Capabilities 选项卡下更新其设置,并在 Secrets 下点击 “Show” 按钮然后复制 Secrets。
-
+
复制后回到 Dify 源代码下,在 **.env** 文件里配置相关环境变量,环境变量如下:
diff --git a/zh_CN/guides/model-configuration/README.md b/zh_CN/guides/model-configuration/README.md
index 8fc707f..98db6d2 100644
--- a/zh_CN/guides/model-configuration/README.md
+++ b/zh_CN/guides/model-configuration/README.md
@@ -31,13 +31,13 @@ Dify 目前已支持主流的模型供应商,例如 OpenAI 的 GPT 系列、An
Dify 在需要模型时,会根据使用场景来选择设置过的默认模型。在 `设置 > 模型供应商` 中设置默认模型。
-
+
### 接入模型设置
在 Dify 的 `设置 > 模型供应商` 中设置要接入的模型。
-
+
模型供应商分为两种:
@@ -69,4 +69,4 @@ Dify 使用了 [PKCS1\_OAEP](https://pycryptodome.readthedocs.io/en/latest/src/c
配置完模型后,就可以在应用中使用这些模型了:
-
+
diff --git a/zh_CN/guides/model-configuration/replicate.md b/zh_CN/guides/model-configuration/replicate.md
index bc3ea1f..802bc84 100644
--- a/zh_CN/guides/model-configuration/replicate.md
+++ b/zh_CN/guides/model-configuration/replicate.md
@@ -9,7 +9,7 @@ Dify 支持接入 Replicate 上的 [Language models](https://replicate.com/colle
3. 挑选模型。在 [Language models](https://replicate.com/collections/language-models) 和 [Embedding models](https://replicate.com/collections/embedding-models) 下挑选模型。
4. 在 Dify 的 `设置 > 模型供应商 > Replicate` 中添加模型。
-
+
API key 为第 2 步中设置的 API Key。Model Name 和 Model Version 可以在模型详情页中找到:
diff --git a/zh_CN/learn-more/extended-reading/retrieval-augment/rerank.md b/zh_CN/learn-more/extended-reading/retrieval-augment/rerank.md
index b5050cc..06cfc96 100644
--- a/zh_CN/learn-more/extended-reading/retrieval-augment/rerank.md
+++ b/zh_CN/learn-more/extended-reading/retrieval-augment/rerank.md
@@ -39,7 +39,7 @@ Dify 目前已支持 Cohere Rerank 模型,通过进入“模型供应商-> Coh
通过进入“数据集->创建数据集->检索设置”页面并在添加 Rerank 设置。除了在创建数据集可以设置 Rerank ,你也可以在已创建的数据集设置内更改 Rerank 配置,在应用编排的数据集召回模式设置中更改 Rerank 配置。
- (1).png)
数据集检索模式中设置 Rerank 模型
+ (1) (1).png)
数据集检索模式中设置 Rerank 模型
**TopK:**用于设置 Rerank 后返回相关文档的数量。
@@ -52,4 +52,4 @@ Dify 目前已支持 Cohere Rerank 模型,通过进入“模型供应商-> Coh
关于多路召回模式的说明:🔗
- (1) (1).png)
数据集多路召回模式中设置 Rerank 模型
+ (1) (1) (1).png)
数据集多路召回模式中设置 Rerank 模型
diff --git a/zh_CN/learn-more/extended-reading/retrieval-augment/retrieval.md b/zh_CN/learn-more/extended-reading/retrieval-augment/retrieval.md
index 8647703..6883f97 100644
--- a/zh_CN/learn-more/extended-reading/retrieval-augment/retrieval.md
+++ b/zh_CN/learn-more/extended-reading/retrieval-augment/retrieval.md
@@ -27,7 +27,7 @@
以下是多路召回模式的技术流程图:
- (1).png)
多路召回
+ (1) (1).png)
多路召回
由于多路召回模式不依赖于模型的推理能力或数据集描述,该模式在多数据集检索时能够获得质量更高的召回效果,除此之外加入 Rerank 步骤也能有效改进文档召回效果。因此,当创建的知识库问答应用关联了多个数据集时,我们更推荐将召回模式配置为多路召回。\
\
diff --git a/zh_CN/learn-more/faq/llms-use-faq.md b/zh_CN/learn-more/faq/llms-use-faq.md
index cf60620..88424ba 100644
--- a/zh_CN/learn-more/faq/llms-use-faq.md
+++ b/zh_CN/learn-more/faq/llms-use-faq.md
@@ -125,7 +125,7 @@ Query or prefix prompt is too long, you can reduce the preix prompt, or shrink t
如下方表格示例,仅需保留第二行的表头,首行(表格1)为多余表头,需删掉。
-
+
### 20 买了 ChatGPT plus,为什么在 dify 里还不能使用 GPT4?