full_graph_visualization.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "from langgraph.graph import END\n",
    "from IPython.display import display, Image\n",
    "from langgraph.graph import StateGraph\n",
    "\n",
    "## dummy functions for comprehensive visualization\n",
    "\n",
    "class PlanExecute:\n",
    "    pass\n",
    "def anonymize_queries():\n",
    "    pass\n",
    "def plan_step():\n",
    "    pass\n",
    "def break_down_plan_step():\n",
    "    pass\n",
    "\n",
    "def deanonymize_queries():\n",
    "    pass\n",
    "def run_qualitative_chunks_retrieval_workflow ():\n",
    "    pass\n",
    "\n",
    "def run_qualitative_summaries_retrieval_workflow ():\n",
    "    pass\n",
    "\n",
    "def run_qualitative_quotes_retrieval_workflow ():\n",
    "    pass\n",
    "def run_qualtative_answer_workflow ():\n",
    "    pass\n",
    "def run_task_handler_chain ():\n",
    "    pass\n",
    "def replan_step ():\n",
    "    pass\n",
    "def run_qualtative_answer_workflow_for_final_answer ():\n",
    "    pass\n",
    "def retrieve_or_answer ():\n",
    "    pass\n",
    "def can_be_answered ():\n",
    "    pass\n",
    "\n",
    "def keep_only_relevant_content ():\n",
    "    pass\n",
    "\n",
    "def is_distilled_content_grounded_on_content ():\n",
    "    pass\n",
    "\n",
    "def is_answer_grounded_on_context ():\n",
    "    pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "agent_workflow = StateGraph(PlanExecute)\n",
    "\n",
    "# Add the anonymize node\n",
    "agent_workflow.add_node(\"anonymize_question\", anonymize_queries)\n",
    "\n",
    "# Add the plan node\n",
    "agent_workflow.add_node(\"planner\", plan_step)\n",
    "\n",
    "# Add the break down plan node\n",
    "\n",
    "agent_workflow.add_node(\"break_down_plan_to_retrieve_or_answer\", break_down_plan_step)\n",
    "\n",
    "# Add the deanonymize node\n",
    "agent_workflow.add_node(\"de_anonymize_plan\", deanonymize_queries)\n",
    "\n",
    "# Add the qualitative retrieval node\n",
    "agent_workflow.add_node(\"retrieve_book_chunks\", run_qualitative_chunks_retrieval_workflow)\n",
    "\n",
    "agent_workflow.add_node(\"retrieve_summaries\", run_qualitative_summaries_retrieval_workflow)\n",
    "\n",
    "agent_workflow.add_node(\"retrieve_book_quotes\", run_qualitative_quotes_retrieval_workflow)\n",
    "\n",
    "# Add the qualitative answer node\n",
    "agent_workflow.add_node(\"answer\", run_qualtative_answer_workflow)\n",
    "\n",
    "# Add the task handler node\n",
    "agent_workflow.add_node(\"task_handler\", run_task_handler_chain)\n",
    "\n",
    "# Add a replan node\n",
    "agent_workflow.add_node(\"replan\", replan_step)\n",
    "\n",
    "# Add answer from context node\n",
    "agent_workflow.add_node(\"get_final_answer\", run_qualtative_answer_workflow_for_final_answer)\n",
    "\n",
    "agent_workflow.add_node(\"keep_only_relevant_content\",keep_only_relevant_content)\n",
    "\n",
    "# Build the graph\n",
    "\n",
    "# Set the entry point\n",
    "agent_workflow.set_entry_point(\"anonymize_question\")\n",
    "\n",
    "# From anonymize we go to plan\n",
    "agent_workflow.add_edge(\"anonymize_question\", \"planner\")\n",
    "\n",
    "# From plan we go to deanonymize\n",
    "agent_workflow.add_edge(\"planner\", \"de_anonymize_plan\")\n",
    "\n",
    "# From deanonymize we go to break down plan to retrieve or answer\n",
    "agent_workflow.add_edge(\"de_anonymize_plan\", \"break_down_plan_to_retrieve_or_answer\")\n",
    "\n",
    "# From break_down_plan we go to task handler to decide whether to retrieve or answer\n",
    "agent_workflow.add_edge(\"break_down_plan_to_retrieve_or_answer\", \"task_handler\")\n",
    "\n",
    "# From task handler we go to either retrieve or answer\n",
    "agent_workflow.add_conditional_edges(\"task_handler\", retrieve_or_answer, {\"chosen_tool_is_retrieve_chunks\": \"retrieve_book_chunks\", \"chosen_tool_is_retrieve_summaries\":\n",
    "                                                                            \"retrieve_summaries\", \"chosen_tool_is_retrieve_quotes\": \"retrieve_book_quotes\", \"chosen_tool_is_answer\": \"answer\"})\n",
    "\n",
    "# From retrieve we go to keep_only_relevant_content to distill content\n",
    "agent_workflow.add_edge(\"retrieve_book_chunks\", \"keep_only_relevant_content\")\n",
    "\n",
    "agent_workflow.add_edge(\"retrieve_summaries\", \"keep_only_relevant_content\")\n",
    "\n",
    "agent_workflow.add_edge(\"retrieve_book_quotes\", \"keep_only_relevant_content\")\n",
    "\n",
    "# distill content and check if it is grounded on context, if not grounded we distill the content again\n",
    "agent_workflow.add_conditional_edges(\n",
    "    \"keep_only_relevant_content\",\n",
    "    is_distilled_content_grounded_on_content,\n",
    "    {\"grounded on the original context\":\"replan\",\n",
    "      \"not grounded on the original context\":\"keep_only_relevant_content\"},\n",
    "    )\n",
    "\n",
    "# After answering we go to replan if the answer is grounded on context, if not we answer again\n",
    "agent_workflow.add_conditional_edges(\n",
    "\"answer\",is_answer_grounded_on_context ,{\"hallucination\":\"answer\", \"grounded on context\":\"replan\"}\n",
    "\n",
    ")\n",
    "\n",
    "# After replanning we check if the question can be answered, if yes we go to get_final_answer, if not we go to task_handler\n",
    "agent_workflow.add_conditional_edges(\"replan\",can_be_answered, {\"can_be_answered_already\": \"get_final_answer\", \"cannot_be_answered_yet\": \"break_down_plan_to_retrieve_or_answer\"})\n",
    "\n",
    "\n",
    "# After getting the final answer we check if the answer is grounded on context, if yes we go to END, if not we go to get_final_answer\n",
    "agent_workflow.add_conditional_edges(\n",
    "\"get_final_answer\",is_answer_grounded_on_context ,{\"hallucination\":\"get_final_answer\", \"grounded on context\":END}\n",
    "\n",
    ")\n",
    "\n",
    "\n",
    "plan_and_execute_app = agent_workflow.compile()\n",
    "\n",
    "display(Image(plan_and_execute_app.get_graph(xray=True).draw_mermaid_png()))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}