Added documentation for together ai embeddings endpoint

docs/embeddings.md

@@ -20,6 +20,7 @@ Chroma provides lightweight wrappers around popular embedding providers, making
 | [Instructor](/embeddings/instructor) | ✅  | ➖ |
 | [Hugging Face Embedding Server](/embeddings/hugging-face-embedding-server) | ✅  | ✅ |
 | [Jina AI](/embeddings/jinaai) | ✅  | ✅ |
+| [Together AI](/embeddings/together-ai-embeddings) | ✅  | ➖ |
 
 We welcome pull requests to add new Embedding Functions to the community.
 

docs/embeddings/together-ai-embeddings.md

@@ -0,0 +1,15 @@
+---
+---
+
+# Together Embeddings Endpoint.
+
+Together AI Recently launched [embeddings endpoint](https://docs.together.ai/docs/embeddings-rest) and they offer really cheap yet fast inference endpoints, you can use them with Chroma using `TogetherAIEmbeddingFunction`.
+
+A list of available embedding models can be seen [here](https://docs.together.ai/docs/embedding-models)
+
+```python
+import chromadb.utils.embedding_functions as embedding_functions
+together_embedding = embedding_functions.TogetherAIEmbeddingFunction(
+    api_key=api_key, model=model_name)
+
+```

sidebars.js

@@ -93,6 +93,7 @@ const sidebars = {
         'embeddings/instructor',
         'embeddings/hugging-face-embedding-server',
         'embeddings/jinaai',
+        'embeddings/together-ai-embeddings',
       ],
     },
   ],