From 41f93b99819cdab33cc9e92ac241ace349b6e88a Mon Sep 17 00:00:00 2001 From: William Fu-Hinthorn <13333726+hinthornw@users.noreply.github.com> Date: Fri, 16 Feb 2024 08:41:16 -0800 Subject: [PATCH 1/5] Reflexion --- examples/reflexion/reflexion.ipynb | 533 +++++++++++++++++++++++++++++ 1 file changed, 533 insertions(+) create mode 100644 examples/reflexion/reflexion.ipynb diff --git a/examples/reflexion/reflexion.ipynb b/examples/reflexion/reflexion.ipynb new file mode 100644 index 000000000..b6926fc1e --- /dev/null +++ b/examples/reflexion/reflexion.ipynb @@ -0,0 +1,533 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "22942f7e-3446-4009-b551-cca7fcc25d73", + "metadata": {}, + "source": [ + "# Reflexion\n", + "\n", + "[Reflexion](https://arxiv.org/abs/2303.11366) by Shinn, et. al., is an architecture designed to learn through verbal feedback by means of an episodic memory unit.\n", + "\n", + "It's got 3 main components:\n", + "1. Actor with Self-reflection\n", + "2. Evaluator\n", + "4. Memory\n", + "\n", + "Below, we implement in LangGraph." + ] + }, + { + "cell_type": "markdown", + "id": "906edf48-7c81-48b8-8250-fdc34043d01b", + "metadata": {}, + "source": [ + "## 0. Prerequisites" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1b64a6f6-1d32-48be-92b5-66c3b04b17f7", + "metadata": {}, + "outputs": [], + "source": [ + "# %pip install -U langchain langgraph langchain_openai" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "a917bb70-f84c-48e6-8d32-d14f9df2ca2f", + "metadata": {}, + "outputs": [], + "source": [ + "import getpass\n", + "import os\n", + "\n", + "\n", + "def _set_if_undefined(var: str) -> None:\n", + " if os.environ.get(var):\n", + " return\n", + " os.environ[var] = getpass.getpass(var)\n", + "\n", + "\n", + "# Optional: Configure tracing to visualize and debug the agent\n", + "_set_if_undefined(\"LANGCHAIN_API_KEY\")\n", + "os.environ[\"LANGCHAIN_TRACING_V2\"] = \"true\"\n", + "os.environ[\"LANGCHAIN_PROJECT\"] = \"Reflexion\"" + ] + }, + { + "cell_type": "markdown", + "id": "a6f1c62c-3441-4945-b482-7307e2c8778a", + "metadata": {}, + "source": [ + "We will use tavily search as a tool. You can get an API key [here](https://app.tavily.com/sign-in) or replace with a different tool of your choosing." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "0757d536-dc29-44f0-8c3d-2ffeaad67a25", + "metadata": {}, + "outputs": [], + "source": [ + "# %pip install tavily-python" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "bc6cd673-ef9b-4854-9561-88fa59f9eb88", + "metadata": {}, + "outputs": [], + "source": [ + "_set_if_undefined(\"OPENAI_API_KEY\")\n", + "_set_if_undefined(\"TAVILY_API_KEY\")" + ] + }, + { + "cell_type": "markdown", + "id": "af543598-52d0-4ec3-a05f-d2954ff793ee", + "metadata": {}, + "source": [ + "## Actor" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "5a2ac853-b8a6-40de-b7fe-3f9f3c5ca4d2", + "metadata": {}, + "outputs": [], + "source": [ + "from langchain.tools.tavily_search import TavilySearchResults\n", + "from langchain.utilities.tavily_search import TavilySearchAPIWrapper\n", + "\n", + "search = TavilySearchAPIWrapper()\n", + "tavily_tool = TavilySearchResults(api_wrapper=search, max_results=5)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "5fffa8d5-068a-4f0b-adfc-b4daf30ef294", + "metadata": {}, + "outputs": [], + "source": [ + "import datetime\n", + "from typing import List\n", + "\n", + "from langchain.chains import create_structured_output_runnable\n", + "from langchain.output_parsers.openai_tools import JsonOutputToolsParser\n", + "from langchain.prompts.chat import ChatPromptTemplate, MessagesPlaceholder\n", + "from langchain_core.messages import AIMessage, BaseMessage, HumanMessage, ToolMessage\n", + "from langchain_core.pydantic_v1 import BaseModel, Field\n", + "from langchain_openai import ChatOpenAI\n", + "\n", + "actor_prompt_template = ChatPromptTemplate.from_messages(\n", + " [\n", + " (\n", + " \"system\",\n", + " \"\"\"You are expert researcher.\n", + "Current time: {time}\n", + "\n", + "1. {first_instruction}\n", + "2. Reflect and critique your answer. Be severe to maximize improvement.\n", + "3. Recommend a search query to research information and improve your answer.\"\"\",\n", + " ),\n", + " MessagesPlaceholder(variable_name=\"messages\"),\n", + " (\"system\", \"Answer the user's question above using the required format.\"),\n", + " ]\n", + ").partial(\n", + " time=lambda: datetime.datetime.now().isoformat(),\n", + ")\n", + "\n", + "\n", + "class Reflection(BaseModel):\n", + " missing: str = Field(description=\"Critique of what is missing.\")\n", + " superfluous: str = Field(description=\"Critique of what is superfluous\")\n", + "\n", + "\n", + "class AnswerQuestion(BaseModel):\n", + " \"\"\"Answer the question.\"\"\"\n", + "\n", + " answer: str = Field(description=\"~250 word detailed answer to the question.\")\n", + " reflection: Reflection = Field(description=\"Your reflection on the initial answer.\")\n", + " search_queries: List[str] = Field(\n", + " description=\"1-3 search queries for researching improvements to address the critique of your current answer.\"\n", + " )\n", + "\n", + "\n", + "def nest(state: List[BaseMessage]):\n", + " return {\"messages\": state}\n", + "\n", + "\n", + "llm = ChatOpenAI(model=\"gpt-4-turbo-preview\")\n", + "initial_answer_chain = (\n", + " nest\n", + " | actor_prompt_template.partial(\n", + " first_instruction=\"Provide a detailed ~250 word answer.\"\n", + " )\n", + " | llm.bind_tools(tools=[AnswerQuestion], tool_choice=\"AnswerQuestion\")\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "5922e1fe-7533-4f41-8b1d-d812707c1968", + "metadata": {}, + "outputs": [], + "source": [ + "initial = initial_answer_chain.invoke(\n", + " [HumanMessage(content=\"Why the US should NOT adopt rank-choice voting\")]\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "cbcfde28-626a-47c4-88db-3d8ae45f0100", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'type': 'AnswerQuestion',\n", + " 'args': {'answer': 'The debate around whether the United States should adopt ranked-choice voting (RCV) is complex, involving various considerations spanning democratic principles, electoral outcomes, and practical implications. Opponents of RCV argue against its adoption in the US for several reasons. Firstly, RCV can be more complicated for voters to understand and participate in compared to the traditional plurality voting system. This complexity might discourage voter participation or lead to a higher rate of ballot errors, ultimately undermining the democratic process. Secondly, while RCV is designed to produce a consensus candidate that reflects a broader preference among the electorate, critics argue that it can lead to moderate, less polarizing candidates being elected, potentially stifling vibrant political debate and reducing the diversity of political thought represented in government. Thirdly, the implementation of RCV would require significant changes to the existing electoral infrastructure, including updates to voting machines and the training of election officials, which could be costly and time-consuming. There are also concerns about the potential for increased confusion during the transition period, which could affect election integrity. Lastly, some detractors contend that RCV does not necessarily solve the problem of strategic voting, as voters may still attempt to game the system by ranking candidates in a way that does not reflect their true preferences, merely to avoid the election of their least preferred candidate.',\n", + " 'reflection': {'missing': 'Specific examples or studies that support the arguments against RCV, such as instances where RCV led to voter confusion or did not eliminate strategic voting.',\n", + " 'superfluous': 'The answer might have spent too much time explaining the general concept of RCV before diving into the specific reasons against its adoption in the US, which could have been briefly summarized to allow more space for detailed criticisms.'},\n", + " 'search_queries': ['ranked-choice voting disadvantages studies',\n", + " 'RCV implementation costs and challenges',\n", + " 'Effects of RCV on voter participation and strategic voting']},\n", + " 'id': 'call_dg5IemqOS5EfSJCJY88rQMrm'}" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parser = JsonOutputToolsParser(return_id=True)\n", + "parsed = parser.invoke(initial)\n", + "parsed[0]" + ] + }, + { + "cell_type": "markdown", + "id": "c4c7af31-b469-46fc-b441-0acb28515c7a", + "metadata": {}, + "source": [ + "#### Actor pt 2: Revise" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "2605fd8d-c663-446f-ba25-751190195749", + "metadata": {}, + "outputs": [], + "source": [ + "revise_instructions = \"\"\"Revise your previous answer using the new information.\n", + " - You should use the previous critique to add important information to your answer.\n", + " - You MUST include numerical citations in your revised answer to ensure it can be verified.\n", + " - Add a \"References\" section to the bottom of your answer (which does not count towards the word limit). In form of:\n", + " - [1] https://example.com\n", + " - [2] https://example.com\n", + " - You should use the previous critique to remove superfluous information from your answer and make SURE it is not more than 250 words.\n", + "\"\"\"\n", + "\n", + "\n", + "class ReviseAnswer(AnswerQuestion):\n", + " \"\"\"Revise your original answer to your question.\"\"\"\n", + "\n", + " references: List[str] = Field(\n", + " description=\"Citations motivating your updated answer.\"\n", + " )\n", + "\n", + "\n", + "revision_chain = (\n", + " nest\n", + " | actor_prompt_template.partial(first_instruction=revise_instructions)\n", + " | llm.bind_tools(tools=[ReviseAnswer], tool_choice=\"ReviseAnswer\")\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "c55e8e2d-c9e3-4245-b2b2-c41f624d7574", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['ranked-choice voting disadvantages studies',\n", + " 'RCV implementation costs and challenges',\n", + " 'Effects of RCV on voter participation and strategic voting']" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parsed[0][\"args\"][\"search_queries\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "6fd51f17-c0b0-44b6-90e2-55a66cb8f5a7", + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "\n", + "revised = revision_chain.invoke(\n", + " [\n", + " HumanMessage(content=\"Why the US should NOT adopt rank-choice voting\"),\n", + " initial,\n", + " ToolMessage(\n", + " tool_call_id=initial.additional_kwargs[\"tool_calls\"][0][\"id\"],\n", + " content=json.dumps(\n", + " tavily_tool.invoke(str(parsed[0][\"args\"][\"search_queries\"]))\n", + " ),\n", + " ),\n", + " ]\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "28685e81-5461-47fe-bebd-2af6e552761b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'type': 'ReviseAnswer',\n", + " 'args': {'answer': 'Opponents of ranked-choice voting (RCV) in the United States highlight several key concerns against its adoption. First, RCV can introduce complexity and confusion for voters, potentially leading to increased ballot errors and decreased voter participation[1]. This complexity may undermine the democratic process by discouraging engagement. Second, the transition to RCV would entail considerable costs and logistical challenges, including updating voting machines and training election officials. The need for significant changes to electoral infrastructure could pose financial and operational burdens[2]. Third, critics argue RCV might not eliminate strategic voting, as voters could still rank candidates in a non-genuine manner to influence the election outcome[3]. Moreover, while RCV aims to elect consensus candidates, this can result in the election of moderate, less polarizing figures, potentially dampening political diversity and debate[4]. Lastly, the implementation of RCV could lead to initial confusion and concerns over election integrity during the transition, impacting public trust in the electoral process[5]. These factors combined suggest that the adoption of RCV in the U.S. might not yield the intended democratic enhancements and could introduce new challenges to the electoral system.\\n\\nReferences:\\n[1] https://thefga.org/research/ranked-choice-voting-a-disaster-in-disguise/\\n[2] https://www.npr.org/2023/12/13/1214199019/ranked-choice-voting-explainer\\n[3] https://www.csg.org/2023/03/21/ranked-choice-voting-what-where-why-why-not/\\n[4] https://cs50.harvard.edu/college/2024/spring/psets/3/runoff/\\n[5] https://www.nytimes.com/2024/02/08/us/ranked-choice-voting-elections.html',\n", + " 'reflection': {'missing': 'Precise data or studies that quantify the impact of RCV on voter participation, ballot errors, and strategic voting.',\n", + " 'superfluous': 'The initial answer lacked direct references and included broad, unsubstantiated claims. The revised version focuses on specific criticisms and removes general explanations of RCV that do not directly address the question.',\n", + " 'search_queries': ['ranked-choice voting impact on voter turnout',\n", + " 'RCV ballot error rate study',\n", + " 'strategic voting in RCV elections'],\n", + " 'references': ['https://thefga.org/research/ranked-choice-voting-a-disaster-in-disguise/',\n", + " 'https://www.npr.org/2023/12/13/1214199019/ranked-choice-voting-explainer',\n", + " 'https://www.csg.org/2023/03/21/ranked-choice-voting-what-where-why-why-not/',\n", + " 'https://cs50.harvard.edu/college/2024/spring/psets/3/runoff/',\n", + " 'https://www.nytimes.com/2024/02/08/us/ranked-choice-voting-elections.html']}},\n", + " 'id': 'call_2HQBy80sY704ENtB6IvgRhZl'}]" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parsed = parser.invoke(revised)\n", + "parsed" + ] + }, + { + "cell_type": "markdown", + "id": "a9464ee2-58eb-4a01-ae71-fa72a0314910", + "metadata": {}, + "source": [ + "## Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "5376f182-d42a-43d8-bfd4-d53dc1ae9013", + "metadata": {}, + "outputs": [], + "source": [ + "from collections import defaultdict\n", + "\n", + "from langgraph.prebuilt.tool_executor import ToolExecutor, ToolInvocation\n", + "\n", + "# This a helper class we have that is useful for running tools\n", + "# It takes in an agent action and calls that tool and returns the result\n", + "tool_executor = ToolExecutor([tavily_tool])\n", + "\n", + "\n", + "def execute_tools(state: List[BaseMessage]) -> List[BaseMessage]:\n", + " tool_invocation: AIMessage = state[-1]\n", + " parsed_tool_calls = parser.invoke(tool_invocation)\n", + " ids = []\n", + " tool_invocations = []\n", + " for parsed_call in parsed_tool_calls:\n", + " for query in parsed_call[\"args\"][\"search_queries\"]:\n", + " tool_invocations.append(\n", + " ToolInvocation(\n", + " # We only have this one for now. Would want to map it\n", + " # if we change\n", + " tool=\"tavily_search_results_json\",\n", + " tool_input=query,\n", + " )\n", + " )\n", + " ids.append(parsed_call[\"id\"])\n", + "\n", + " outputs = tool_executor.batch(tool_invocations)\n", + " outputs_map = defaultdict(dict)\n", + " for id_, output, invocation in zip(ids, outputs, tool_invocations):\n", + " outputs_map[id_][invocation.tool_input] = output\n", + "\n", + " return [\n", + " ToolMessage(content=json.dumps(query_outputs), tool_call_id=id_)\n", + " for id_, query_outputs in outputs_map.items()\n", + " ]" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "02120f42-099d-41d8-8278-4d52df0e3147", + "metadata": {}, + "outputs": [], + "source": [ + "MAX_ITERATIONS = 5\n", + "\n", + "\n", + "def _get_num_iterations(state: List[BaseMessage]):\n", + " i = 0\n", + " for m in state[::-1]:\n", + " if not isinstance(m, (ToolMessage, AIMessage)):\n", + " break\n", + " i += 1\n", + " return i\n", + "\n", + "\n", + "def event_loop(state: List[BaseMessage]) -> str:\n", + " num_iterations = _get_num_iterations(state)\n", + " if num_iterations > MAX_ITERATIONS:\n", + " return END\n", + " return \"execute_tools\"" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "3c57318f-a30c-4dbd-9b88-f2633e8cb3b1", + "metadata": {}, + "outputs": [], + "source": [ + "from langgraph.graph import END, MessageGraph\n", + "\n", + "builder = MessageGraph()\n", + "builder.add_node(\"draft\", initial_answer_chain)\n", + "builder.add_node(\"execute_tools\", execute_tools)\n", + "builder.add_node(\"revise\", revision_chain)\n", + "builder.add_edge(\"draft\", \"execute_tools\")\n", + "builder.add_edge(\"execute_tools\", \"revise\")\n", + "builder.add_conditional_edges(\"revise\", event_loop)\n", + "builder.set_entry_point(\"draft\")\n", + "graph = builder.compile()" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "2634a3ea-7423-4579-9f4e-390e439c3209", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "## 1. draft\n", + "content='' additional_kwargs={'tool_calls': [{'id': 'call_umpIUt5pLhCGImf8XCcMiZlD', 'function': {'a ...\n", + "---\n", + "## 2. execute_tools\n", + "[ToolMessage(content='{\"successful climate change mitigation examples\": [{\"url\": \"https://www.washin ...\n", + "---\n", + "## 3. revise\n", + "content='' additional_kwargs={'tool_calls': [{'id': 'call_rutKnOqvPZoG5sSS6Be46RUn', 'function': {'a ...\n", + "---\n", + "## 4. execute_tools\n", + "[ToolMessage(content='{\"climate crisis innovative policy examples\": [{\"url\": \"https://www.forbes.com ...\n", + "---\n", + "## 5. revise\n", + "content='' additional_kwargs={'tool_calls': [{'id': 'call_kUUMiW7z7IDbsMOlD25zI221', 'function': {'a ...\n", + "---\n", + "## 6. execute_tools\n", + "[ToolMessage(content='{\"climate crisis innovative policy examples\": [{\"url\": \"https://www.worldwildl ...\n", + "---\n", + "## 7. revise\n", + "content='' additional_kwargs={'tool_calls': [{'id': 'call_EY7kiUhu6h3jemW0HrEfo2aP', 'function': {'a ...\n", + "---\n", + "## 8. __end__\n", + "[HumanMessage(content='How should we handle the climate crisis?'), AIMessage(content='', additional_ ...\n", + "---\n" + ] + } + ], + "source": [ + "events = graph.stream(\n", + " [HumanMessage(content=\"How should we handle the climate crisis?\")]\n", + ")\n", + "for i, step in enumerate(events):\n", + " node, output = next(iter(step.items()))\n", + " print(f\"## {i+1}. {node}\")\n", + " print(str(output)[:100] + \" ...\")\n", + " print(\"---\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c9195436-aed9-4356-948b-2ca081a6d0bf", + "metadata": {}, + "outputs": [], + "source": [ + "print(step[END])" + ] + }, + { + "cell_type": "markdown", + "id": "13ab420d-c16d-4274-a694-491ccf94dc74", + "metadata": {}, + "source": [ + "## Memory" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "471dae8b-7385-4185-a07a-eb9d28090d5a", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.11.2" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 8fd64b67682df620870841dd6b80a55ffa729cb1 Mon Sep 17 00:00:00 2001 From: William Fu-Hinthorn <13333726+hinthornw@users.noreply.github.com> Date: Mon, 19 Feb 2024 08:21:39 -0800 Subject: [PATCH 2/5] add gitignore --- .gitignore | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/.gitignore b/.gitignore index 1ecf510a6..214a9de48 100644 --- a/.gitignore +++ b/.gitignore @@ -171,3 +171,7 @@ docs/api_reference/*/ docs/docs_skeleton/build docs/docs_skeleton/node_modules docs/docs_skeleton/yarn.lock + +# Any new jupyter notebooks +# not intended for the repo +Untitled*.ipynb From 3c466a5bb6ba6063f5668ef683543533e804edca Mon Sep 17 00:00:00 2001 From: William Fu-Hinthorn <13333726+hinthornw@users.noreply.github.com> Date: Mon, 19 Feb 2024 11:39:24 -0800 Subject: [PATCH 3/5] Add reflexion --- examples/reflexion/reflexion.ipynb | 657 +++++++++++++++-------------- 1 file changed, 344 insertions(+), 313 deletions(-) diff --git a/examples/reflexion/reflexion.ipynb b/examples/reflexion/reflexion.ipynb index b6926fc1e..d5cdb71bc 100644 --- a/examples/reflexion/reflexion.ipynb +++ b/examples/reflexion/reflexion.ipynb @@ -7,14 +7,19 @@ "source": [ "# Reflexion\n", "\n", - "[Reflexion](https://arxiv.org/abs/2303.11366) by Shinn, et. al., is an architecture designed to learn through verbal feedback by means of an episodic memory unit.\n", + "[Reflexion](https://arxiv.org/abs/2303.11366) by Shinn, et. al., is an architecture designed to learn through verbal feedback and self-reflection. The agent explicitly critiques its responses for tasks to generate a higher quality final response, at the expense of longer execution time.\n", "\n", - "It's got 3 main components:\n", - "1. Actor with Self-reflection\n", - "2. Evaluator\n", - "4. Memory\n", + "![reflexion diagram](./img/reflexion.png)\n", "\n", - "Below, we implement in LangGraph." + "The paper outlines 3 main components:\n", + "\n", + "1. Actor (agent) with self-reflection\n", + "2. External evaluator (task-specific, e.g. code compilation steps)\n", + "3. Episodic memory that stores the reflections from (1).\n", + "\n", + "In their code, the last two components are very task-specific, so in this notebook, you will build the _actor_ in LangGraph.\n", + "\n", + "To skip to the graph definition, see the [Construct Graph section](#Construct-Graph) below." ] }, { @@ -22,22 +27,27 @@ "id": "906edf48-7c81-48b8-8250-fdc34043d01b", "metadata": {}, "source": [ - "## 0. Prerequisites" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1b64a6f6-1d32-48be-92b5-66c3b04b17f7", - "metadata": {}, - "outputs": [], - "source": [ - "# %pip install -U langchain langgraph langchain_openai" + "## 0. Prerequisites\n", + "\n", + "Install `langgraph` (for the framework), `langchain_openai` (for the LLM), and `langchain` + `tavily-python` (for the search engine).\n", + "\n", + "We will use tavily search as a tool. You can get an API key [here](https://app.tavily.com/sign-in) or replace with a different tool of your choosing." ] }, { "cell_type": "code", "execution_count": 1, + "id": "1b64a6f6-1d32-48be-92b5-66c3b04b17f7", + "metadata": {}, + "outputs": [], + "source": [ + "# %pip install -U --quiet langchain langgraph langchain_openai\n", + "# %pip install -U --quiet tavily-python" + ] + }, + { + "cell_type": "code", + "execution_count": 2, "id": "a917bb70-f84c-48e6-8d32-d14f9df2ca2f", "metadata": {}, "outputs": [], @@ -55,34 +65,8 @@ "# Optional: Configure tracing to visualize and debug the agent\n", "_set_if_undefined(\"LANGCHAIN_API_KEY\")\n", "os.environ[\"LANGCHAIN_TRACING_V2\"] = \"true\"\n", - "os.environ[\"LANGCHAIN_PROJECT\"] = \"Reflexion\"" - ] - }, - { - "cell_type": "markdown", - "id": "a6f1c62c-3441-4945-b482-7307e2c8778a", - "metadata": {}, - "source": [ - "We will use tavily search as a tool. You can get an API key [here](https://app.tavily.com/sign-in) or replace with a different tool of your choosing." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "0757d536-dc29-44f0-8c3d-2ffeaad67a25", - "metadata": {}, - "outputs": [], - "source": [ - "# %pip install tavily-python" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "bc6cd673-ef9b-4854-9561-88fa59f9eb88", - "metadata": {}, - "outputs": [], - "source": [ + "os.environ[\"LANGCHAIN_PROJECT\"] = \"Reflexion\"\n", + "\n", "_set_if_undefined(\"OPENAI_API_KEY\")\n", "_set_if_undefined(\"TAVILY_API_KEY\")" ] @@ -92,272 +76,62 @@ "id": "af543598-52d0-4ec3-a05f-d2954ff793ee", "metadata": {}, "source": [ - "## Actor" + "## 1. Actor (with reflection)\n", + "\n", + "The main component of Reflexion is the \"actor\", which is an agent that reflects on its response and re-executes to improve based on self-critique. It's main sub-components include:\n", + "1. Tools/tool execution\n", + "2. Initial responder: generate an initial response (and self-reflection)\n", + "3. Revisor: re-respond (and reflec) based on previous reflections\n", + "\n", + "We'll first define the tool execution context.\n", + "\n", + "#### Construct tools" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "5a2ac853-b8a6-40de-b7fe-3f9f3c5ca4d2", "metadata": {}, "outputs": [], "source": [ - "from langchain.tools.tavily_search import TavilySearchResults\n", - "from langchain.utilities.tavily_search import TavilySearchAPIWrapper\n", + "from langchain_community.tools.tavily_search import TavilySearchResults\n", + "from langchain_community.utilities.tavily_search import TavilySearchAPIWrapper\n", "\n", "search = TavilySearchAPIWrapper()\n", "tavily_tool = TavilySearchResults(api_wrapper=search, max_results=5)" ] }, - { - "cell_type": "code", - "execution_count": 8, - "id": "5fffa8d5-068a-4f0b-adfc-b4daf30ef294", - "metadata": {}, - "outputs": [], - "source": [ - "import datetime\n", - "from typing import List\n", - "\n", - "from langchain.chains import create_structured_output_runnable\n", - "from langchain.output_parsers.openai_tools import JsonOutputToolsParser\n", - "from langchain.prompts.chat import ChatPromptTemplate, MessagesPlaceholder\n", - "from langchain_core.messages import AIMessage, BaseMessage, HumanMessage, ToolMessage\n", - "from langchain_core.pydantic_v1 import BaseModel, Field\n", - "from langchain_openai import ChatOpenAI\n", - "\n", - "actor_prompt_template = ChatPromptTemplate.from_messages(\n", - " [\n", - " (\n", - " \"system\",\n", - " \"\"\"You are expert researcher.\n", - "Current time: {time}\n", - "\n", - "1. {first_instruction}\n", - "2. Reflect and critique your answer. Be severe to maximize improvement.\n", - "3. Recommend a search query to research information and improve your answer.\"\"\",\n", - " ),\n", - " MessagesPlaceholder(variable_name=\"messages\"),\n", - " (\"system\", \"Answer the user's question above using the required format.\"),\n", - " ]\n", - ").partial(\n", - " time=lambda: datetime.datetime.now().isoformat(),\n", - ")\n", - "\n", - "\n", - "class Reflection(BaseModel):\n", - " missing: str = Field(description=\"Critique of what is missing.\")\n", - " superfluous: str = Field(description=\"Critique of what is superfluous\")\n", - "\n", - "\n", - "class AnswerQuestion(BaseModel):\n", - " \"\"\"Answer the question.\"\"\"\n", - "\n", - " answer: str = Field(description=\"~250 word detailed answer to the question.\")\n", - " reflection: Reflection = Field(description=\"Your reflection on the initial answer.\")\n", - " search_queries: List[str] = Field(\n", - " description=\"1-3 search queries for researching improvements to address the critique of your current answer.\"\n", - " )\n", - "\n", - "\n", - "def nest(state: List[BaseMessage]):\n", - " return {\"messages\": state}\n", - "\n", - "\n", - "llm = ChatOpenAI(model=\"gpt-4-turbo-preview\")\n", - "initial_answer_chain = (\n", - " nest\n", - " | actor_prompt_template.partial(\n", - " first_instruction=\"Provide a detailed ~250 word answer.\"\n", - " )\n", - " | llm.bind_tools(tools=[AnswerQuestion], tool_choice=\"AnswerQuestion\")\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "5922e1fe-7533-4f41-8b1d-d812707c1968", - "metadata": {}, - "outputs": [], - "source": [ - "initial = initial_answer_chain.invoke(\n", - " [HumanMessage(content=\"Why the US should NOT adopt rank-choice voting\")]\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "cbcfde28-626a-47c4-88db-3d8ae45f0100", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'type': 'AnswerQuestion',\n", - " 'args': {'answer': 'The debate around whether the United States should adopt ranked-choice voting (RCV) is complex, involving various considerations spanning democratic principles, electoral outcomes, and practical implications. Opponents of RCV argue against its adoption in the US for several reasons. Firstly, RCV can be more complicated for voters to understand and participate in compared to the traditional plurality voting system. This complexity might discourage voter participation or lead to a higher rate of ballot errors, ultimately undermining the democratic process. Secondly, while RCV is designed to produce a consensus candidate that reflects a broader preference among the electorate, critics argue that it can lead to moderate, less polarizing candidates being elected, potentially stifling vibrant political debate and reducing the diversity of political thought represented in government. Thirdly, the implementation of RCV would require significant changes to the existing electoral infrastructure, including updates to voting machines and the training of election officials, which could be costly and time-consuming. There are also concerns about the potential for increased confusion during the transition period, which could affect election integrity. Lastly, some detractors contend that RCV does not necessarily solve the problem of strategic voting, as voters may still attempt to game the system by ranking candidates in a way that does not reflect their true preferences, merely to avoid the election of their least preferred candidate.',\n", - " 'reflection': {'missing': 'Specific examples or studies that support the arguments against RCV, such as instances where RCV led to voter confusion or did not eliminate strategic voting.',\n", - " 'superfluous': 'The answer might have spent too much time explaining the general concept of RCV before diving into the specific reasons against its adoption in the US, which could have been briefly summarized to allow more space for detailed criticisms.'},\n", - " 'search_queries': ['ranked-choice voting disadvantages studies',\n", - " 'RCV implementation costs and challenges',\n", - " 'Effects of RCV on voter participation and strategic voting']},\n", - " 'id': 'call_dg5IemqOS5EfSJCJY88rQMrm'}" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parser = JsonOutputToolsParser(return_id=True)\n", - "parsed = parser.invoke(initial)\n", - "parsed[0]" - ] - }, { "cell_type": "markdown", - "id": "c4c7af31-b469-46fc-b441-0acb28515c7a", + "id": "737fd31c-b4e9-47f9-a4e8-99fab340a028", "metadata": {}, "source": [ - "#### Actor pt 2: Revise" + "The tools are invoked _in context_. Create a function that invokes all the requested tools." ] }, { "cell_type": "code", - "execution_count": 11, - "id": "2605fd8d-c663-446f-ba25-751190195749", - "metadata": {}, - "outputs": [], - "source": [ - "revise_instructions = \"\"\"Revise your previous answer using the new information.\n", - " - You should use the previous critique to add important information to your answer.\n", - " - You MUST include numerical citations in your revised answer to ensure it can be verified.\n", - " - Add a \"References\" section to the bottom of your answer (which does not count towards the word limit). In form of:\n", - " - [1] https://example.com\n", - " - [2] https://example.com\n", - " - You should use the previous critique to remove superfluous information from your answer and make SURE it is not more than 250 words.\n", - "\"\"\"\n", - "\n", - "\n", - "class ReviseAnswer(AnswerQuestion):\n", - " \"\"\"Revise your original answer to your question.\"\"\"\n", - "\n", - " references: List[str] = Field(\n", - " description=\"Citations motivating your updated answer.\"\n", - " )\n", - "\n", - "\n", - "revision_chain = (\n", - " nest\n", - " | actor_prompt_template.partial(first_instruction=revise_instructions)\n", - " | llm.bind_tools(tools=[ReviseAnswer], tool_choice=\"ReviseAnswer\")\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "c55e8e2d-c9e3-4245-b2b2-c41f624d7574", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['ranked-choice voting disadvantages studies',\n", - " 'RCV implementation costs and challenges',\n", - " 'Effects of RCV on voter participation and strategic voting']" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parsed[0][\"args\"][\"search_queries\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "6fd51f17-c0b0-44b6-90e2-55a66cb8f5a7", - "metadata": {}, - "outputs": [], - "source": [ - "import json\n", - "\n", - "revised = revision_chain.invoke(\n", - " [\n", - " HumanMessage(content=\"Why the US should NOT adopt rank-choice voting\"),\n", - " initial,\n", - " ToolMessage(\n", - " tool_call_id=initial.additional_kwargs[\"tool_calls\"][0][\"id\"],\n", - " content=json.dumps(\n", - " tavily_tool.invoke(str(parsed[0][\"args\"][\"search_queries\"]))\n", - " ),\n", - " ),\n", - " ]\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "28685e81-5461-47fe-bebd-2af6e552761b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[{'type': 'ReviseAnswer',\n", - " 'args': {'answer': 'Opponents of ranked-choice voting (RCV) in the United States highlight several key concerns against its adoption. First, RCV can introduce complexity and confusion for voters, potentially leading to increased ballot errors and decreased voter participation[1]. This complexity may undermine the democratic process by discouraging engagement. Second, the transition to RCV would entail considerable costs and logistical challenges, including updating voting machines and training election officials. The need for significant changes to electoral infrastructure could pose financial and operational burdens[2]. Third, critics argue RCV might not eliminate strategic voting, as voters could still rank candidates in a non-genuine manner to influence the election outcome[3]. Moreover, while RCV aims to elect consensus candidates, this can result in the election of moderate, less polarizing figures, potentially dampening political diversity and debate[4]. Lastly, the implementation of RCV could lead to initial confusion and concerns over election integrity during the transition, impacting public trust in the electoral process[5]. These factors combined suggest that the adoption of RCV in the U.S. might not yield the intended democratic enhancements and could introduce new challenges to the electoral system.\\n\\nReferences:\\n[1] https://thefga.org/research/ranked-choice-voting-a-disaster-in-disguise/\\n[2] https://www.npr.org/2023/12/13/1214199019/ranked-choice-voting-explainer\\n[3] https://www.csg.org/2023/03/21/ranked-choice-voting-what-where-why-why-not/\\n[4] https://cs50.harvard.edu/college/2024/spring/psets/3/runoff/\\n[5] https://www.nytimes.com/2024/02/08/us/ranked-choice-voting-elections.html',\n", - " 'reflection': {'missing': 'Precise data or studies that quantify the impact of RCV on voter participation, ballot errors, and strategic voting.',\n", - " 'superfluous': 'The initial answer lacked direct references and included broad, unsubstantiated claims. The revised version focuses on specific criticisms and removes general explanations of RCV that do not directly address the question.',\n", - " 'search_queries': ['ranked-choice voting impact on voter turnout',\n", - " 'RCV ballot error rate study',\n", - " 'strategic voting in RCV elections'],\n", - " 'references': ['https://thefga.org/research/ranked-choice-voting-a-disaster-in-disguise/',\n", - " 'https://www.npr.org/2023/12/13/1214199019/ranked-choice-voting-explainer',\n", - " 'https://www.csg.org/2023/03/21/ranked-choice-voting-what-where-why-why-not/',\n", - " 'https://cs50.harvard.edu/college/2024/spring/psets/3/runoff/',\n", - " 'https://www.nytimes.com/2024/02/08/us/ranked-choice-voting-elections.html']}},\n", - " 'id': 'call_2HQBy80sY704ENtB6IvgRhZl'}]" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parsed = parser.invoke(revised)\n", - "parsed" - ] - }, - { - "cell_type": "markdown", - "id": "a9464ee2-58eb-4a01-ae71-fa72a0314910", - "metadata": {}, - "source": [ - "## Graph" - ] - }, - { - "cell_type": "code", - "execution_count": 57, - "id": "5376f182-d42a-43d8-bfd4-d53dc1ae9013", + "execution_count": 28, + "id": "82f144fc-e6fa-4e4f-a8af-1a0650e79fe3", "metadata": {}, "outputs": [], "source": [ "from collections import defaultdict\n", + "from typing import List\n", "\n", + "from langchain.output_parsers.openai_tools import (\n", + " JsonOutputToolsParser,\n", + " PydanticToolsParser,\n", + ")\n", + "from langchain_core.messages import AIMessage, BaseMessage, HumanMessage, ToolMessage\n", "from langgraph.prebuilt.tool_executor import ToolExecutor, ToolInvocation\n", "\n", "# This a helper class we have that is useful for running tools\n", "# It takes in an agent action and calls that tool and returns the result\n", "tool_executor = ToolExecutor([tavily_tool])\n", + "# Parse the tool messages for the execution / invocation\n", + "parser = JsonOutputToolsParser(return_id=True)\n", "\n", "\n", "def execute_tools(state: List[BaseMessage]) -> List[BaseMessage]:\n", @@ -388,14 +162,263 @@ " ]" ] }, + { + "cell_type": "markdown", + "id": "093fbaa0-9a71-4c32-9872-02a9aec9b35d", + "metadata": {}, + "source": [ + "#### Initial responder" + ] + }, { "cell_type": "code", - "execution_count": 58, - "id": "02120f42-099d-41d8-8278-4d52df0e3147", + "execution_count": 63, + "id": "5fffa8d5-068a-4f0b-adfc-b4daf30ef294", "metadata": {}, "outputs": [], "source": [ + "import datetime\n", + "\n", + "from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder\n", + "from langchain_core.pydantic_v1 import BaseModel, Field, ValidationError\n", + "from langchain_openai import ChatOpenAI\n", + "from langsmith import traceable\n", + "\n", + "actor_prompt_template = ChatPromptTemplate.from_messages(\n", + " [\n", + " (\n", + " \"system\",\n", + " \"\"\"You are expert researcher.\n", + "Current time: {time}\n", + "\n", + "1. {first_instruction}\n", + "2. Reflect and critique your answer. Be severe to maximize improvement.\n", + "3. Recommend search queries to research information and improve your answer.\"\"\",\n", + " ),\n", + " MessagesPlaceholder(variable_name=\"messages\"),\n", + " (\"system\", \"Answer the user's question above using the required format.\"),\n", + " ]\n", + ").partial(\n", + " time=lambda: datetime.datetime.now().isoformat(),\n", + ")\n", + "\n", + "\n", + "class Reflection(BaseModel):\n", + " missing: str = Field(description=\"Critique of what is missing.\")\n", + " superfluous: str = Field(description=\"Critique of what is superfluous\")\n", + "\n", + "\n", + "class AnswerQuestion(BaseModel):\n", + " \"\"\"Answer the question.\"\"\"\n", + "\n", + " answer: str = Field(description=\"~250 word detailed answer to the question.\")\n", + " reflection: Reflection = Field(description=\"Your reflection on the initial answer.\")\n", + " search_queries: List[str] = Field(\n", + " description=\"1-3 search queries for researching improvements to address the critique of your current answer.\"\n", + " )\n", + "\n", + "\n", + "llm = ChatOpenAI(model=\"gpt-4-turbo-preview\")\n", + "initial_answer_chain = actor_prompt_template.partial(\n", + " first_instruction=\"Provide a detailed ~250 word answer.\"\n", + ") | llm.bind_tools(tools=[AnswerQuestion], tool_choice=\"AnswerQuestion\")\n", + "validator = PydanticToolsParser(tools=[AnswerQuestion])\n", + "\n", + "\n", + "class ResponderWithRetries:\n", + " def __init__(self, runnable, validator):\n", + " self.runnable = runnable\n", + " self.validator = validator\n", + "\n", + " @traceable\n", + " def respond(self, state: List[BaseMessage]):\n", + " response = []\n", + " for attempt in range(3):\n", + " try:\n", + " response = self.runnable.invoke({\"messages\": state})\n", + " self.validator.invoke(response)\n", + " return response\n", + " except ValidationError as e:\n", + " print(\"RETRYING\", attempt)\n", + " state = state + [HumanMessage(content=repr(e))]\n", + " return response" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "4a0264b8-ed2d-4f15-9d3c-085aa3a5edab", + "metadata": {}, + "outputs": [], + "source": [ + "first_responder = ResponderWithRetries(\n", + " runnable=initial_answer_chain, validator=validator\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "5922e1fe-7533-4f41-8b1d-d812707c1968", + "metadata": {}, + "outputs": [], + "source": [ + "example_question = \"Why is reflection useful in AI?\"\n", + "initial = first_responder.respond([HumanMessage(content=example_question)])" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "id": "20901d77-0f5f-4596-90a4-412c0ac5f2c2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['answer', 'reflection', 'search_queries'])" + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parsed = parser.invoke(initial)\n", + "parsed[0][\"args\"].keys()" + ] + }, + { + "cell_type": "markdown", + "id": "c4c7af31-b469-46fc-b441-0acb28515c7a", + "metadata": {}, + "source": [ + "#### Revision\n", + "\n", + "The second part of the actor is a revision step." + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "2605fd8d-c663-446f-ba25-751190195749", + "metadata": {}, + "outputs": [], + "source": [ + "revise_instructions = \"\"\"Revise your previous answer using the new information.\n", + " - You should use the previous critique to add important information to your answer.\n", + " - You MUST include numerical citations in your revised answer to ensure it can be verified.\n", + " - Add a \"References\" section to the bottom of your answer (which does not count towards the word limit). In form of:\n", + " - [1] https://example.com\n", + " - [2] https://example.com\n", + " - You should use the previous critique to remove superfluous information from your answer and make SURE it is not more than 250 words.\n", + "\"\"\"\n", + "\n", + "\n", + "# Extend the initial answer schema to include references.\n", + "# Forcing citation in the model encourages grounded responses\n", + "class ReviseAnswer(AnswerQuestion):\n", + " \"\"\"Revise your original answer to your question.\"\"\"\n", + "\n", + " references: List[str] = Field(\n", + " description=\"Citations motivating your updated answer.\"\n", + " )\n", + "\n", + "\n", + "revision_chain = actor_prompt_template.partial(\n", + " first_instruction=revise_instructions\n", + ") | llm.bind_tools(tools=[ReviseAnswer], tool_choice=\"ReviseAnswer\")\n", + "revision_validator = PydanticToolsParser(tools=[ReviseAnswer])\n", + "\n", + "revisor = ResponderWithRetries(runnable=revision_chain, validator=revision_validator)" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "6fd51f17-c0b0-44b6-90e2-55a66cb8f5a7", + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "\n", + "revised = revisor.respond(\n", + " [\n", + " HumanMessage(content=\"\"),\n", + " initial,\n", + " ToolMessage(\n", + " tool_call_id=initial.additional_kwargs[\"tool_calls\"][0][\"id\"],\n", + " content=json.dumps(\n", + " tavily_tool.invoke(str(parsed[0][\"args\"][\"search_queries\"]))\n", + " ),\n", + " ),\n", + " ]\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "28685e81-5461-47fe-bebd-2af6e552761b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'type': 'ReviseAnswer',\n", + " 'args': {'answer': \"Reflection in AI refers to the ability of AI systems to analyze and adapt their behavior and algorithms autonomously. This introspective capability enhances AI's performance and adaptability, making it crucial for learning, transparency, and optimization. \\n\\nReflection enables AI to learn from experiences, adjusting strategies for better decision-making. For example, Google DeepMind's AI has shown significant advancements in learning and adapting strategies in various environments [1]. Moreover, AI systems can explain their decisions, supporting the development of explainable AI (XAI), vital in sensitive sectors like healthcare and autonomous driving. This increases user trust and acceptance by providing insights into AI's decision-making processes. \\n\\nAdditionally, reflection aids in debugging and improving AI models by identifying weaknesses and suggesting enhancements. For instance, AI in healthcare, like the Mayo Clinic's use of medical data analytics, demonstrates how reflective AI can optimize algorithms to provide better patient care [2]. \\n\\nIn summary, reflection in AI fosters learning and adaptation, enhances transparency and trust, and facilitates model optimization, contributing to the development of sophisticated, reliable AI systems.\",\n", + " 'reflection': {'missing': 'The previous answer lacked specific examples and case studies to illustrate the benefits of reflection in AI. Including such examples would provide a more concrete understanding of the concept and its applications.',\n", + " 'superfluous': 'The initial answer was comprehensive but could benefit from direct examples to demonstrate the practical applications and benefits of reflection in AI, rather than a broad overview without concrete cases.'},\n", + " 'search_queries': ['Google DeepMind reflective AI examples',\n", + " 'Mayo Clinic AI case study',\n", + " 'Reflective AI benefits in healthcare'],\n", + " 'references': ['https://casestudybuddy.com/blog/best-ai-case-study-examples/',\n", + " 'https://indatalabs.com/blog/artificial-intelligence-case-studies']},\n", + " 'id': 'call_0kZkZgn5DP2Z8VhRtxGkXDp5'}]" + ] + }, + "execution_count": 69, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parsed = parser.invoke(revised)\n", + "parsed" + ] + }, + { + "cell_type": "markdown", + "id": "e623a6c9-b69b-438c-9e6e-34a8883e0623", + "metadata": {}, + "source": [ + "## Construct Graph\n", + "\n", + "\n", + "Now we can wire all our components together." + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "3c57318f-a30c-4dbd-9b88-f2633e8cb3b1", + "metadata": {}, + "outputs": [], + "source": [ + "from langgraph.graph import END, MessageGraph\n", + "\n", "MAX_ITERATIONS = 5\n", + "builder = MessageGraph()\n", + "builder.add_node(\"draft\", first_responder.respond)\n", + "builder.add_node(\"execute_tools\", execute_tools)\n", + "builder.add_node(\"revise\", revisor.respond)\n", + "# draft -> execute_tools\n", + "builder.add_edge(\"draft\", \"execute_tools\")\n", + "# execute_tools -> revise\n", + "builder.add_edge(\"execute_tools\", \"revise\")\n", + "\n", + "# Define looping logic:\n", "\n", "\n", "def _get_num_iterations(state: List[BaseMessage]):\n", @@ -408,27 +431,14 @@ "\n", "\n", "def event_loop(state: List[BaseMessage]) -> str:\n", + " # in our case, we'll just stop after N plans\n", " num_iterations = _get_num_iterations(state)\n", " if num_iterations > MAX_ITERATIONS:\n", " return END\n", - " return \"execute_tools\"" - ] - }, - { - "cell_type": "code", - "execution_count": 59, - "id": "3c57318f-a30c-4dbd-9b88-f2633e8cb3b1", - "metadata": {}, - "outputs": [], - "source": [ - "from langgraph.graph import END, MessageGraph\n", + " return \"execute_tools\"\n", "\n", - "builder = MessageGraph()\n", - "builder.add_node(\"draft\", initial_answer_chain)\n", - "builder.add_node(\"execute_tools\", execute_tools)\n", - "builder.add_node(\"revise\", revision_chain)\n", - "builder.add_edge(\"draft\", \"execute_tools\")\n", - "builder.add_edge(\"execute_tools\", \"revise\")\n", + "\n", + "# revise -> execute_tools OR end\n", "builder.add_conditional_edges(\"revise\", event_loop)\n", "builder.set_entry_point(\"draft\")\n", "graph = builder.compile()" @@ -436,7 +446,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 72, "id": "2634a3ea-7423-4579-9f4e-390e439c3209", "metadata": {}, "outputs": [ @@ -445,25 +455,25 @@ "output_type": "stream", "text": [ "## 1. draft\n", - "content='' additional_kwargs={'tool_calls': [{'id': 'call_umpIUt5pLhCGImf8XCcMiZlD', 'function': {'a ...\n", + "content='' additional_kwargs={'tool_calls': [{'id': 'call_GOmUTyAeA8kLLm4G9sXZ4jGV', 'function': {'a ...\n", "---\n", "## 2. execute_tools\n", - "[ToolMessage(content='{\"successful climate change mitigation examples\": [{\"url\": \"https://www.washin ...\n", + "[ToolMessage(content='{\"successful climate policies examples\": [{\"url\": \"https://www.washingtonpost. ...\n", "---\n", "## 3. revise\n", - "content='' additional_kwargs={'tool_calls': [{'id': 'call_rutKnOqvPZoG5sSS6Be46RUn', 'function': {'a ...\n", + "content='' additional_kwargs={'tool_calls': [{'id': 'call_Z0dky70zr74bLi6dBfQTCj6j', 'function': {'a ...\n", "---\n", "## 4. execute_tools\n", - "[ToolMessage(content='{\"climate crisis innovative policy examples\": [{\"url\": \"https://www.forbes.com ...\n", + "[ToolMessage(content='{\"successful climate policies examples\": [{\"url\": \"https://www.washingtonpost. ...\n", "---\n", "## 5. revise\n", - "content='' additional_kwargs={'tool_calls': [{'id': 'call_kUUMiW7z7IDbsMOlD25zI221', 'function': {'a ...\n", + "content='' additional_kwargs={'tool_calls': [{'id': 'call_tM6DgVvQoux8IDIkRlrUKwOj', 'function': {'a ...\n", "---\n", "## 6. execute_tools\n", - "[ToolMessage(content='{\"climate crisis innovative policy examples\": [{\"url\": \"https://www.worldwildl ...\n", + "[ToolMessage(content='{\"successful climate policies examples\": [{\"url\": \"https://www.washingtonpost. ...\n", "---\n", "## 7. revise\n", - "content='' additional_kwargs={'tool_calls': [{'id': 'call_EY7kiUhu6h3jemW0HrEfo2aP', 'function': {'a ...\n", + "content='' additional_kwargs={'tool_calls': [{'id': 'call_XkarDDuEf43cOBPn9zNXN8vM', 'function': {'a ...\n", "---\n", "## 8. __end__\n", "[HumanMessage(content='How should we handle the climate crisis?'), AIMessage(content='', additional_ ...\n", @@ -484,26 +494,47 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 77, "id": "c9195436-aed9-4356-948b-2ca081a6d0bf", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Addressing the climate crisis requires a comprehensive approach, combining policy, technology, and finance. Successful policy initiatives include the U.S. Army's carbon footprint reduction, federal funding to plug methane-leaking wells, and Ithaca, NY's building decarbonization [1]. Renewable energy, particularly solar and wind, is forecasted to surpass coal by 2025, demonstrating the critical role of transitioning to sustainable energy sources [2]. Technological innovations are essential, with significant advancements in solar cell efficiency, data-driven climate adaptation technologies, and efforts to replace or mitigate major emission sources [3][4][5]. Financial mechanisms are pivotal, with climate finance needing a substantial increase to meet global warming limits. The U.S. has made progress by significantly enhancing its international public climate finance, exemplifying financial commitment to supporting global climate action [6]. This holistic strategy, integrating policy, technological innovation, and finance, represents the most effective way to tackle the climate crisis, emphasizing sustainability, innovation, and global cooperation.\n", + "\n", + "References:\n", + "[1] https://www.washingtonpost.com/climate-solutions/2022/04/21/climate-change-policy-examples-list/\n", + "[2] https://www.weforum.org/agenda/2024/01/climate-transition-tipping-point/\n", + "[3] https://www.technologyreview.com/2024/01/11/1086412/three-climate-technologies-breaking-through-in-2024/\n", + "[4] https://unfccc.int/news/how-climate-technology-is-being-ramped-up\n", + "[5] https://www.weforum.org/agenda/2024/02/ai-climate-adaptation-technologies/\n", + "[6] https://www.state.gov/progress-report-on-president-bidens-climate-finance-pledge/\n" + ] + } + ], "source": [ - "print(step[END])" + "print(parser.invoke(step[END][-1])[0][\"args\"][\"answer\"])" ] }, { "cell_type": "markdown", - "id": "13ab420d-c16d-4274-a694-491ccf94dc74", + "id": "7159e30c-728e-480d-8252-915404cc756d", "metadata": {}, "source": [ - "## Memory" + "## Conclusion\n", + "\n", + "Congrats on building a Reflexion actor! I'll leave you with a few observations to save you some time when choosing which parts of this agent ot adapt to your workflow:\n", + "1. This agent trades off execution time for quality. It explicitly forces the agent to critique and revise the output over several steps, which usually (not always) increases the response quality but takes much longer to return a final answer\n", + "2. The 'reflections' can be paired with additional external feedback (such as validators), to further guide the actor.\n", + "3. In the paper, 1 environment (AlfWorld) uses external memory. It does this by storing summaries of the reflections to an external store and using them in subsequent trials/invocations." ] }, { "cell_type": "code", "execution_count": null, - "id": "471dae8b-7385-4185-a07a-eb9d28090d5a", + "id": "140c1961-64f6-41f1-9b80-f09deffae21f", "metadata": {}, "outputs": [], "source": [] From de255d2c5772176228d7ab2287c43adce45ccc86 Mon Sep 17 00:00:00 2001 From: William Fu-Hinthorn <13333726+hinthornw@users.noreply.github.com> Date: Mon, 19 Feb 2024 11:39:43 -0800 Subject: [PATCH 4/5] add img --- examples/reflexion/img/reflexion.png | Bin 0 -> 1027198 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 examples/reflexion/img/reflexion.png diff --git a/examples/reflexion/img/reflexion.png b/examples/reflexion/img/reflexion.png new file mode 100644 index 0000000000000000000000000000000000000000..929be2e646973e092b8cb4813b6357c120315da6 GIT binary patch literal 1027198 zcmcG1bzD{J*0mrgh$skxfJiBzq)4|Q-H3E4-5}kfgh+}ABB^vYNMlga-J!IAfOLOz 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