Update README.md

README.md

@@ -64,7 +64,7 @@ model = SentenceTransformer("Shuu12121/Owl-ph2-len2048")
 
 ### Training Dataset
 
-This model was trained on the **Owl corpus**, a dataset constructed for code search and code-text retrieval.
+This model was trained on the [**Owl corpus**](https://huggingface.co/collections/Shuu12121/codesearch-datasets), a dataset constructed for code search and code-text retrieval.
 The training set contains approximately **100,000 samples per language**, resulting in **800,640 training pairs** in total.
 
 ### Training Hyperparameters
@@ -72,3 +72,23 @@ The training set contains approximately **100,000 samples per language**, result
 * **Learning rate:** 1e-5
 * **Epochs:** 1
 * **Loss:** MultipleNegativesRankingLoss
+
+## Integrations
+
+### Owl-CLI
+
+This model is used as the embedding model in **[Owl-CLI](https://github.com/Shun0212/Owl-CLI)**, a command-line tool for semantic code search.
+
+Owl-CLI indexes source code at the **function level**, generates dense embeddings using this model, and performs **vector similarity search** to retrieve relevant code for natural language queries.
+
+Key features of Owl-CLI include:
+
+- **Semantic code search** using dense embeddings
+- **Function-level indexing** with file paths and line numbers
+- **Automatic indexing** on first search
+- **Differential embedding cache** to avoid re-embedding unchanged files
+- **JSON output** for tool integration
+- **MCP server support** for integration with AI coding agents (e.g., Claude Code)
+
+Repository:  
+https://github.com/Shun0212/Owl-CLI