Merge pull request #153 from JoanFM/docs-add-jina-embedding-func

Docs add JinaEmbedding function

Author: jeffchuber

docs/embeddings/jinaai.md

@@ -0,0 +1,36 @@
+---
+---
+
+# Jina AI
+
+import Tabs from '@theme/Tabs';
+import TabItem from '@theme/TabItem';
+
+<div class="select-language">Select a language</div>
+
+<Tabs queryString groupId="lang">
+<TabItem value="py" label="Python"></TabItem>
+<TabItem value="js" label="JavaScript"></TabItem>
+</Tabs>
+
+Chroma provides a convenient wrapper around JinaAI's embedding API. This embedding function runs remotely on JinaAI's servers, and requires an API key. You can get an API key by signing up for an account at [JinaAI](https://jina.ai/embeddings/).
+
+<Tabs queryString groupId="lang" className="hideTabSwitcher">
+<TabItem value="py" label="Python">
+
+This embedding function relies on the `requests` python package, which you can install with `pip install requests`.
+
+```python
+jinaai_ef = embedding_functions.JinaEmbeddingFunction(
+                api_key="YOUR_API_KEY",
+                model_name="jina-embeddings-v2-base-en"
+            )
+jinaai_ef(input=["This is my first text to embed", "This is my second document"])
+```
+
+You can pass in an optional `model_name` argument, which lets you choose which Jina model to use. By default, Chroma uses `jina-embedding-v2-base-en`.
+
+</TabItem>
+<TabItem value="js" label="JavaScript">
+</TabItem>
+</Tabs>

sidebars.js

@@ -85,7 +85,8 @@ const sidebars = {
         'embeddings/cohere',
         'embeddings/hugging-face',
         'embeddings/google-palm',
-        'embeddings/instructor'
+        'embeddings/instructor',
+        'embeddings/jinaai'
       ],
     },
   ],