[REFACTOR] Agentic prompt studio

backend/prompt_studio/prompt_profile_manager_v2/migrations/0002_alter_profilemanager_retrieval_strategy.py → backend/prompt_studio/prompt_profile_manager_v2/migrations/0002_merged_retrieval_and_summarize.py

@@ -1,4 +1,4 @@
-# Generated by Django 4.2.1 on 2025-07-30 09:11
+# Generated by Django 4.2.1 on 2025-08-05 10:27
 
 from django.db import migrations, models
 
@@ -9,11 +9,20 @@ class Migration(migrations.Migration):
     ]
 
     operations = [
+        migrations.AlterField(
+            model_name="profilemanager",
+            name="is_summarize_llm",
+            field=models.BooleanField(
+                db_comment="DEPRECATED: Default LLM Profile used for summarizing. Use CustomTool.summarize_llm_adapter instead.",
+                default=False,
+            ),
+        ),
         migrations.AlterField(
             model_name="profilemanager",
             name="retrieval_strategy",
             field=models.TextField(
                 blank=True,
+                default="simple",
                 choices=[
                     ("simple", "Simple retrieval"),
                     ("subquestion", "Subquestion retrieval"),

unstract/prompt-service-helpers/__init__.py

@@ -0,0 +1,3 @@
+"""Unstract Prompt Service Helpers - Agentic RAG Implementation"""
+
+__version__ = "0.1.0"

unstract/prompt-service-helpers/agentic_extraction/__init__.py

@@ -0,0 +1,11 @@
+"""Agentic extraction module for multi-agent data extraction using Autogen GraphFlow.
+This module provides RAG-enabled agents for document data extraction.
+"""
+
+from .agent_factory import AgentFactory
+from .agentic_extraction_task import execute_agentic_extraction
+
+__all__ = [
+    "execute_agentic_extraction",
+    "AgentFactory",
+]