feat: melhorando contextuals

_utils/vector_stores/Vector_store_class.py

@@ -21,7 +21,14 @@ class VectorStore:
             # Prepare texts with context
             if is_contextualized_chunk:
                 texts = [
-                    f"Document_id: {chunk.id_do_processo}\nDocument_context: {chunk.context}\n{chunk.contextual_summary}\nDocument_content: {chunk.content}"
+                    f"""<one_chunk>
+    <document_id>{chunk.id_do_processo}</document_id>
+    <document_context>Document_context{chunk.context}</document_context>
+    <document_contextual_summary>{chunk.contextual_summary}</document_contextual_summary>
+    <document_content>Document_content: {chunk.content}</document_content>
+</one_chunk>
+
+"""
                     for chunk in chunks
                 ]
             else: