Update README.md

README.md

@@ -66,15 +66,24 @@ We compared the model against `all-minilm-l6-v2`/`all-mpnet-base-v2` from sbert
 
 For more tasks and metrics, please checkout [MTEB](https://huggingface.co/spaces/mteb/leaderboard) benchmark.
 
-## Usage [WIP]
+## Usage
 
 ```python
-!pip install finetuner[text]
+!pip install finetuner
 import finetuner
-model = finetuner.get_model('jinaai/jina-embedding-b-en-v1')
-embeddings = model.encode(['sentence 1', 'sentence 2'])
+
+model = finetuner.build_model('jinaai/jina-embedding-b-en-v1')
+embeddings = finetuner.encode(
+    model=model,
+    data=['how is the weather today', 'What is the current weather like today?']
+)
+print(finetuner.cos_sim(embeddings[0], embeddings[1]))
 ```
 
-## Fine-tuning [WIP]
+## Fine-tuning
+
+Please consider [Finetuner](https://github.com/jina-ai/finetuner).
+
+## Contact
 
-Please consider [Finetuner](https://github.com/jina-ai/finetuner).
+Join our [Discord community](https://discord.jina.ai) and chat with other community members about ideas.