Update README.md

README.md

@@ -22,4 +22,34 @@ task_categories:
 - sentence-similarity
 language:
 - es
----
+---
+
+# Modelo
+
+- "Alibaba-NLP/gte-multilingual-base"
+
+Puedes obtener toda la información relaciondo con el modelo <a href="https://huggingface.co/Alibaba-NLP/gte-multilingual-base">aquí</a>
+
+# Busqueda
+
+```python
+from sentence_transformers import SentenceTransformer
+from sentence_transformers.util import cos_sim
+from datasets import load_dataset
+import numpy as np
+
+model_name = "Alibaba-NLP/gte-multilingual-base"
+model = SentenceTransformer(model_name, trust_remote_code=True)
+
+raw_data = load_dataset('Manyah/incrustaciones')
+
+question = ""
+question_embedding = model.encode(question)
+
+sim = [cos_sim(raw_data['train'][i]['embedding'],question_embedding).numpy() for i in range(0,len(raw_data['train']))]
+
+index =  sim.index(max(sim))
+
+print(raw_data['train'][index]['context'])
+
+```