From ac131cc954dc2011a810f65e0b39218f3b07bd53 Mon Sep 17 00:00:00 2001
From: William Fu-Hinthorn <13333726+hinthornw@users.noreply.github.com>
Date: Mon, 12 Feb 2024 14:41:56 -0800
Subject: [PATCH] Add llmcompiler

---
 examples/llm-compiler/LLMCompiler.ipynb | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/examples/llm-compiler/LLMCompiler.ipynb b/examples/llm-compiler/LLMCompiler.ipynb
index ba4fb12a2..2e72dc74a 100644
--- a/examples/llm-compiler/LLMCompiler.ipynb
+++ b/examples/llm-compiler/LLMCompiler.ipynb
@@ -9,13 +9,14 @@
     "\n",
     "This notebook shows how to implement [LLMCompiler, by Kim, et. al](https://arxiv.org/abs/2312.04511) in LangGraph.\n",
     "\n",
+    "![LLMCompiler Graph](./img/llm-compiler.png)\n",
+    "\n",
     "LLMCompiler is an agent architecture intented on speeding up the latency of agentic tasks via fast, parallel tool execution. It has 3 main components:\n",
     "\n",
     "1. Planner: generate a DAG of tasks.\n",
     "2. Task Fetching Unit: schedules and executes the tasks\n",
     "3. Joiner: Responds to the user or triggers a second plan\n",
     "\n",
-    "![diagram](./img/diagram.png)\n",
     "\n",
     "This notebook walks through each component and shows how to wire them together using LangGraph. \n",
     "\n",
@@ -299,7 +300,10 @@
     "}\n",
     "```\n",
     "\n",
-    "The basic idea is to begin executing tools as soon as their dependencies are met. This is done through multi-threading."
+    "\n",
+    "The basic idea is to begin executing tools as soon as their dependencies are met. This is done through multi-threading. We will combine the task fetching unit and exector below:\n",
+    "\n",
+    "![diagram](./img/diagram.png)"
    ]
   },
   {