Update readme - add AWS and Cohere datasets

README.md

@@ -4,7 +4,11 @@ configs:
 - config_name: no-vectors
   data_files: no-vectors/*.parquet
   default: true
-- config_name: openai-text-embedding-3-small
+- config_name: aws-titan-embed-text-v2
+  data_files: aws/titan-embed-text-v2/*.parquet
+- config_name: cohere-text-embedding-3-small
+  data_files: cohere/embed-multilingual-v3/*.parquet
+- config_name: openai-embed-multilingual-v3
   data_files: openai/text-embedding-3-small/*.parquet
 - config_name: openai-text-embedding-3-large
   data_files: openai/text-embedding-3-large/*.parquet
@@ -57,6 +61,24 @@ from datasets import load_dataset
 dataset = load_dataset("weaviate/wiki-sample", split="train", streaming=True)
 ```
 
+### AWS
+
+**aws-titan-embed-text-v2** - 1024d vectors - generated with AWS Bedrock
+
+```python
+from datasets import load_dataset
+dataset = load_dataset("weaviate/wiki-sample", "aws-titan-embed-text-v2", split="train", streaming=True)
+```
+
+### Cohere
+
+**cohere-text-embedding-3-small** - 768d vectors - generated with Ollama
+
+```python
+from datasets import load_dataset
+dataset = load_dataset("weaviate/wiki-sample", "cohere-text-embedding-3-small", split="train", streaming=True)
+```
+
 ### OpenAI
 
 **text-embedding-3-small** - 1536d vectors - generated with OpenAI
@@ -75,7 +97,7 @@ dataset = load_dataset("weaviate/wiki-sample", "openai-text-embedding-3-large",
 
 ### Snowflake
 
-**snowflake-arctic-embed** - 1024 vectors - generated with Ollama
+**snowflake-arctic-embed** - 1024d vectors - generated with Ollama
 
 ```python
 from datasets import load_dataset