chore: init readme

README.md

@@ -36,7 +36,32 @@ As you can see, the `jina-reranker-v1-turbo-en` offers a balanced approach with
 
 # Usage
 
-You can use `jina-reranker-v1-turbo-en` directly from transformers package:
+The easiest way to starting using `jina-reranker-v1-turbo-en` is to use Jina AI's [Reranker API](https://jina.ai/reranker/).
+
+```bash
+curl https://api.jina.ai/v1/rerank \
+  -H "Content-Type: application/json" \
+  -H "Authorization: Bearer YOUR_API_KEY" \
+  -d '{
+  "model": "jina-reranker-v1-turbo-en",
+  "query": "Organic skincare products for sensitive skin",
+  "documents": [
+    "Eco-friendly kitchenware for modern homes",
+    "Biodegradable cleaning supplies for eco-conscious consumers",
+    "Organic cotton baby clothes for sensitive skin",
+    "Natural organic skincare range for sensitive skin",
+    "Tech gadgets for smart homes: 2024 edition",
+    "Sustainable gardening tools and compost solutions",
+    "Sensitive skin-friendly facial cleansers and toners",
+    "Organic food wraps and storage solutions",
+    "All-natural pet food for dogs with allergies",
+    "Yoga mats made from recycled materials"
+  ],
+  "top_n": 3
+}'
+```
+
+Alternatively, you can use the `transformers` library to interact with the model programmatically.
 
 ```python
 !pip install transformers
@@ -82,9 +107,12 @@ We evaluated Jina Reranker on 3 key benchmarks to ensure top-tier performance an
 | `ms-marco-MiniLM-L-4-v2`     | 47.81                      | -                         | 83.82                     |
 | `bge-reranker-base`          | 47.89                      | -                         | 83.03                     |
 
-For more details, please refer to our [benchmarking page](https://jina.ai/reranker/).
+**Note:**
+
+- `NDCG@10` is a measure of ranking quality, with higher scores indicating better search results. `Hit Rate` measures the percentage of relevant documents that appear in the top 10 search results.
+- The results of LoCo datasets on other models are not available since they **do not support** long documents more than 512 tokens.
 
-> `NDCG@10` is a measure of ranking quality, with higher scores indicating better search results. `Hit Rate` measures the percentage of relevant documents that appear in the top 10 search results.
+For more details, please refer to our [benchmarking page](https://jina.ai/reranker/).
 
 # Contact