Update app.py

app.py

@@ -0,0 +1,22 @@
+import gradio as gr
+from langchain.embeddings import HuggingFaceEmbeddings
+
+# Initialize embedding model
+embedding_model = HuggingFaceEmbeddings(model_name="nomic-embed-text")
+
+# Function to generate embeddings
+def embed_text(text):
+    return embedding_model.embed_query(text)
+
+# Create Gradio Interface
+iface = gr.Interface(
+    fn=embed_text,
+    inputs="text",
+    outputs="json",
+    title="Ollama Text Embeddings",
+    description="Enter text to get its embedding using Ollama and Hugging Face.",
+)
+
+# Launch the Gradio app
+if __name__ == "__main__":
+    iface.launch(server_name="0.0.0.0", server_port=7860)