From faec3dc06b7b5be7604257e7711636ddc8f56627 Mon Sep 17 00:00:00 2001
From: Joan Martinez <joan.fontanals.martinez@jina.ai>
Date: Thu, 29 Feb 2024 16:49:37 +0100
Subject: [PATCH 1/2] docs: add reference to jina rerank module

---
 .../examples/node_postprocessor/JinaRerank.ipynb |  2 +-
 .../node_postprocessors/node_postprocessors.md   | 16 ++++++++++++++++
 2 files changed, 17 insertions(+), 1 deletion(-)

diff --git a/docs/examples/node_postprocessor/JinaRerank.ipynb b/docs/examples/node_postprocessor/JinaRerank.ipynb
index 5925382fc8e08..ce07b72652609 100644
--- a/docs/examples/node_postprocessor/JinaRerank.ipynb
+++ b/docs/examples/node_postprocessor/JinaRerank.ipynb
@@ -5,7 +5,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/run-llama/llama_index/blob/main/docs/examples/node_postprocessor/CohereRerank.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/run-llama/llama_index/blob/main/docs/examples/node_postprocessor/JinaRerank.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/module_guides/querying/node_postprocessors/node_postprocessors.md b/docs/module_guides/querying/node_postprocessors/node_postprocessors.md
index 86d78d23799f4..03e6cff91f213 100644
--- a/docs/module_guides/querying/node_postprocessors/node_postprocessors.md
+++ b/docs/module_guides/querying/node_postprocessors/node_postprocessors.md
@@ -127,6 +127,22 @@ postprocessor.postprocess_nodes(nodes)
 
 Full notebook guide is available [her for Gatsby](/examples/node_postprocessor/LLMReranker-Gatsby.ipynb) and [here for Lyft 10K documents](/examples/node_postprocessor/LLMReranker-Lyft-10k.ipynb).
 
+## JinaRerank
+
+Uses the "Cohere ReRank" functionality to re-order nodes, and returns the top N nodes.
+
+```python
+from llama_index.postprocessor.jinaai_rerank import JinaRerank
+
+postprocessor = JinaRerank(
+    top_n=2, model="jina-reranker-v1-base-en", api_key="YOUR JINA API KEY"
+)
+
+postprocessor.postprocess_nodes(nodes)
+```
+
+Full notebook guide is available [here](/examples/node_postprocessor/JinaRerank.ipynb).
+
 ## FixedRecencyPostprocessor
 
 This postproccesor returns the top K nodes sorted by date. This assumes there is a `date` field to parse in the metadata of each node.

From a3defa6c70fd2c2dd76f76dccddbfe7399b62012 Mon Sep 17 00:00:00 2001
From: Joan Martinez <joan.fontanals.martinez@jina.ai>
Date: Thu, 29 Feb 2024 17:02:05 +0100
Subject: [PATCH 2/2] fix: jina rerank fix

---
 .../querying/node_postprocessors/node_postprocessors.md         | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/module_guides/querying/node_postprocessors/node_postprocessors.md b/docs/module_guides/querying/node_postprocessors/node_postprocessors.md
index 03e6cff91f213..c1dcd3118289d 100644
--- a/docs/module_guides/querying/node_postprocessors/node_postprocessors.md
+++ b/docs/module_guides/querying/node_postprocessors/node_postprocessors.md
@@ -129,7 +129,7 @@ Full notebook guide is available [her for Gatsby](/examples/node_postprocessor/L
 
 ## JinaRerank
 
-Uses the "Cohere ReRank" functionality to re-order nodes, and returns the top N nodes.
+Uses the "Jina ReRank" functionality to re-order nodes, and returns the top N nodes.
 
 ```python
 from llama_index.postprocessor.jinaai_rerank import JinaRerank