{ "cells": [ { "cell_type": "markdown", "id": "f153805b-817d-4188-9da7-58c090bdaf83", "metadata": {}, "source": [ "# LangChain 示範與教學" ] }, { "cell_type": "markdown", "id": "0e42d7d7-8815-4c76-ad6c-f5d09719e17b", "metadata": { "jp-MarkdownHeadingCollapsed": true }, "source": [ "### 寫在前面\n", "Gen-AI 是一種可以幫你省力, 但又不能完全依賴的工具. AI的三種時代:\n", "* ANI: 弱人工智能, 能幫人類但是比人類弱\n", "* AGI: 跟人類做得一樣好\n", "* ASI: 做得比人還好\n", "\n", "現在是ANI 時代, 所以, 你的客戶可能對Gen-AI 有錯誤的期待. 以為它可以完美地的取代掉人類, 或是會得到100%正確的結果, 這些都是不對的.\n", "\n", "正確的態度是:\n", "你把它當成是一個 `不會累而且很厲害的社會新鮮人` , 可以做很多事, 但產出的結果你一定要多看一下, 多驗證一下. 這個觀念, 你需要去訓練跟教育你的客戶.\n", "\n", "### 為啥要弄成程式來做Gen-AI?\n", "已經有很多整合好Gen-AI的app, 大家也都自己有用ChatGPT, 那為啥還要在程式層級去使用?\n", "答案: \n", "* 整合到現有開發的系統\n", "* Local LLM(Gen-AI) 的使用.\n", " \n", "### pip install everything\n", "我會提供我的 requirements.txt, 讓大家安裝相同的virtualenv.; 當然也可以使用其他的 virtual environment" ] }, { "cell_type": "markdown", "id": "2ee8effe-17d3-466b-8724-2a42bd96129f", "metadata": {}, "source": [ "### import all things\n", "如果程式碼裡沒有 import 就加import 進來, import 之後沒有package 會有系統提示要 `pip install xxxxxxx` 的訊息, 照打就好" ] }, { "cell_type": "code", "execution_count": 1, "id": "3e70a063-ee1f-4bae-8fb6-e958cbbb2907", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "cannot find .env file\n" ] } ], "source": [ "%load_ext dotenv\n", "%dotenv" ] }, { "cell_type": "code", "execution_count": 2, "id": "6a437171-2140-40d8-b0ad-04228a0086cc", "metadata": {}, "outputs": [], "source": [ "from langchain.document_loaders import UnstructuredFileLoader\n", "from langchain.llms import AzureOpenAI\n", "from langchain.chat_models import AzureChatOpenAI\n", "from langchain.memory import ChatMessageHistory" ] }, { "attachments": { "dbeb0892-530c-4a2f-8e5a-f697ab74bae2.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "0bc9ade8-8e03-465a-8796-582fc66e710c", "metadata": {}, "source": [ "給各樣環境參數, 這裡有langchain 要讀取azure openai 的各種參數\n", "包含API_TYPE, API_VERSION, API_BASE, API_KEY, 可以在azure openai portal 的網站找到\n", "\n", "deployment id 以及model name 是依不同的model 而不同\n", "Code 或是Text 是有不同的model, 使用前要先deploy\n", "![image.png](attachment:dbeb0892-530c-4a2f-8e5a-f697ab74bae2.png)" ] }, { "cell_type": "code", "execution_count": 4, "id": "b3027aa0-2335-4388-ac28-0bb03abea40a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "loading completed!\n" ] } ], "source": [ "import os\n", "os.environ[\"OPENAI_API_TYPE\"] = \"azure\"\n", "os.environ[\"OPENAI_API_VERSION\"] = \"2023-03-15-preview\"\n", "os.environ[\"OPENAI_API_BASE\"] = \"https://civet-project-001.openai.azure.com/\"\n", "os.environ[\"OPENAI_API_KEY\"] = \"0e3e5b666818488fa1b5cb4e4238ffa7\"\n", "\n", "global_deployment_id = \"CivetGPT\"\n", "global_model_name = \"gpt-35-turbo\"\n", "print('loading completed!')" ] }, { "cell_type": "markdown", "id": "fba3b99b-1643-43ef-89fc-eb7b5476d472", "metadata": {}, "source": [ "### LLM \n", "就是Azure openai 提供的model介接的接口\n", "這裡提供一個很快的對話使用方式" ] }, { "cell_type": "code", "execution_count": 5, "id": "e8f1795e-aba3-4584-a564-ac55b8125ad6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "鴻海董事長是郭台銘。\n" ] } ], "source": [ "chat = AzureChatOpenAI(\n", " deployment_name = global_deployment_id,\n", " model_name = global_model_name,\n", ")\n", "\n", "history = ChatMessageHistory()\n", "history.add_user_message(\"鴻海董事長是誰?\")\n", "ai_response = chat(history.messages)\n", "print(ai_response.content)" ] }, { "cell_type": "markdown", "id": "b3f0a678-e1b2-452e-b35a-621d5f3cd00b", "metadata": {}, "source": [ "### Chain\n", "Chain 是用來完成一系列的工作, 如果完成這個工作需要 a->b->c->d\n", "使用者只想要a input 並且在d 接到output, 其中的過程設定好之後就不想管\n", "因此整個a->b->c->d 就是叫Chain\n", "\n", "以下是簡單的例子" ] }, { "cell_type": "code", "execution_count": 19, "id": "24d35e0f-d012-46fd-8769-72b151c6b8da", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LLMChain setting completed\n" ] } ], "source": [ "from langchain.llms import AzureOpenAI\n", "from langchain.prompts import PromptTemplate\n", "\n", "llm = AzureOpenAI(\n", " deployment_name = global_deployment_id,\n", " model_name = global_model_name,\n", ")\n", "prompt = PromptTemplate(\n", " input_variables=[\"product\"],\n", " template=\"如果賣 {product}, 請幫忙想一個好聽的品牌名字?\",\n", ")\n", "print('LLMChain setting completed')" ] }, { "cell_type": "markdown", "id": "f77175e8-4c7e-430b-b061-f225153f0438", "metadata": {}, "source": [ "LLMChain 是最簡單的Chain, 給llm 以及prompt 就完成" ] }, { "cell_type": "code", "execution_count": 29, "id": "3f470cc6-7c32-440b-bbce-34741b8af39f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "拉麵王 (Ramen King)\n" ] } ], "source": [ "from langchain.chains import LLMChain\n", "chain = LLMChain(llm=llm, prompt=prompt)\n", "\n", "# Run the chain only specifying the input variable.\n", "print(chain.run(\"拉麵\"))" ] }, { "cell_type": "markdown", "id": "f8a94841-6fc7-47e9-aad4-3731e19594d3", "metadata": {}, "source": [ "### Summary_Chain\n", "這裡是另一個Summary 的Chain 範例." ] }, { "cell_type": "markdown", "id": "d2e4b51a-6917-4ce0-8715-9b6c539143e0", "metadata": {}, "source": [ "先讀文件, 此處僅只有一個pdf file, 也可以用folder loader 來讀取整個目錄的所有檔案\n", "讀完後, 並且分割.\n", "\n", "chunk_size 是指多少token 為一個chunk, 建議要有一點overlap 來連接\n", "e.g.\n", "0~1000,\n", "980~1980,\n", "..." ] }, { "cell_type": "code", "execution_count": 26, "id": "fac4e709-fb26-4738-ae83-3c67bdd09b7e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "split complete!\n" ] } ], "source": [ "from langchain.text_splitter import RecursiveCharacterTextSplitter\n", "\n", "loader = UnstructuredFileLoader('Culture_in_a_Hybrid__768936_ndx.pdf')\n", "document = loader.load()\n", "text_splitter = RecursiveCharacterTextSplitter(\n", " chunk_size=1000,\n", " chunk_overlap=20\n", ")\n", "split_documents = text_splitter.split_documents(document)\n", "print('split complete!')" ] }, { "cell_type": "markdown", "id": "9e573028-cbe7-4804-a776-6471bbef7a4a", "metadata": {}, "source": [ "設置llm 及 map 的方式, map 有map_reduce, stuff, refine 等方式\n", "可以翻閱langchain 定義, 嚐試是哪個方法對該場景最佳, 簡述如下:\n", "* stuff: 全部都丟進llm, 缺點是文本很大的話, 會超出token(即使gpt-3.5-turbo 16k)\n", "* map reduce: 是文本切割, 後兩兩summary 合併, 逐步減少\n", "* refine: 文本切割, 由上至下, 兩個material 合併完後的結論再跟下一個material 合併.\n", "\n", "以目前我個人試用, map_reduce 即可." ] }, { "cell_type": "code", "execution_count": 27, "id": "6df29726-bb25-4a10-9af9-b728cff3f47c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "\u001b[1m> Entering new chain...\u001b[0m\n", "\n", "\n", "\u001b[1m> Entering new chain...\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "Culture in a Hybrid World\n", "\n", "Published 28 April 2022 - ID G00768936 - 21 min read\n", "\n", "By Analyst(s): HR Practitioner Research Team\n", "\n", "Initiatives: Employee Experience; Future of Work Reinvented Resource Center\n", "\n", "The organizational cultural experience has irrevocably changed,\n", "\n", "and efforts to connect employees to it in the new work environment are failing. Only one in four employees feel connected\n", "\n", "to their organization’s culture. HR leaders must move to an\n", "\n", "intentional approach to drive culture impact outcomes.\n", "\n", "More on This Topic This is part of an in-depth collection of research. See the collection:\n", "\n", "■\n", "\n", "Talent Management Leader Resource Guide for Managing Organizational Culture\n", "\n", "Overview\n", "\n", "As organizations plan and launch their postpandemic work design strategies, many\n", "\n", "leaders are using organizational culture as the key justification for bringing employees\n", "\n", "back into the office. Without in-person experiences and time in employer-controlled\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "spaces, they worry connectedness to organizational culture is compromised. However, the\n", "\n", "global remote work experiment has irrevocably changed the way culture is experienced by\n", "\n", "employees, requiring leaders to adapt to new realities of how culture is lived in the\n", "\n", "organization. HR leaders must lead the way in connecting employees to organizational\n", "\n", "culture in the new work environment by relying less on osmosis and more on intentional\n", "\n", "practices.\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 1 of 24\n", "\n", "Key Findings\n", "\n", "■\n", "\n", "■\n", "\n", "■\n", "\n", "■\n", "\n", "Hybrid work is changing how employees experience culture: Hybrid or remote\n", "\n", "knowledge workers spend 65% less time in offices than before the COVID-19 pandemic and are meeting with their teams in-person two days a week less.\n", "\n", "Senior leaders blame these changes for a lack of connectedness to culture: Currently, only one in four hybrid or remote knowledge workers are connected to their\n", "\n", "organizational culture.\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "Forcing employees back into offices to safeguard the previous approach to drive\n", "\n", "culture connectedness “by osmosis” will backfire, as there is a significant link between flexibility and connectedness.\n", "\n", "Culture connectedness increases employee performance by up to 37% and employee retention by up to 36%.\n", "\n", "Note: This research was created using data from the 2022 Gartner Culture in a Hybrid\n", "\n", "World Employee Survey that focuses solely on knowledge workers. We define knowledge\n", "\n", "workers as workers who agreed that, regardless of personal preference, the majority of\n", "\n", "their work could be done remotely.\n", "\n", "Hybrid Work Disrupts the Traditional Cultural Experience\n", "\n", "The prepandemic cultural experience was solidified by, and grounded in, the environment employees worked in. It was defined primarily by three experiential attributes:\n", "\n", "■\n", "\n", "■\n", "\n", "■\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "■\n", "\n", "■\n", "\n", "■\n", "\n", "In-office — Employers controlled the space employees worked in and could design it to diffuse their culture: Arrange the desks according to belief systems (collaborative\n", "\n", "or competitive, for example) and frame values to be exhibited on the surrounding\n", "\n", "walls, thus “immersing” employees environmentally in the culture.\n", "\n", "In-person — Employees were surrounded by their colleagues, and this physical\n", "\n", "proximity enabled the passive learning and reinforcement of cultural behaviors.\n", "\n", "With lots of people — Culture was lived at a macroscale, experienced in interactions with colleagues that employees worked directly with — team members and\n", "\n", "managers — and indirectly with — the receptionist, the onboarding buddy, the senior\n", "\n", "leader.\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 2 of 24\n", "\n", "The COVID-19 pandemic forced many knowledge workers into remote settings, and\n", "\n", "subsequently, as offices have begun to reopen, into a more hybrid work design. Hybrid and\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "remote work fundamentally change these hallmark cultural experience attributes:\n", "\n", "■\n", "\n", "■\n", "\n", "■\n", "\n", "Less time in offices — Hybrid or remote knowledge workers spend 65% less time in\n", "\n", "offices than before the pandemic.\n", "\n", "Fewer in-person interactions — Hybrid or remote knowledge workers meet their\n", "\n", "teams in-person two days a week on average, compared to four days a week before the pandemic.\n", "\n", "Shrinking ecosystems — Hybrid or remote knowledge workers are interacting once a\n", "\n", "week or less with their “weak ties” compared to several times a week before the\n", "\n", "pandemic. (We define “weak ties” as peers from the organization that an employee does not directly or indirectly work with: their manager’s manager, managers outside\n", "\n", "their team, leaders of their team and leaders outside their team.)\n", "\n", "Many leaders view these changes as disruptions that will cause lasting harm on the impact of their culture. CEOs rate culture as their biggest on-site concern when it comes to\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "working in-office and working from home policies for knowledge workers, and HR leaders\n", "\n", "say adjusting their current culture to support a hybrid workforce is the most challenging aspect for hybrid strategy (see Figure 1). Indeed, 40% of HR leaders have reported an\n", "\n", "increase in their culture budget since the beginning of the pandemic.\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 3 of 24\n", "\n", "Figure 1. Leaders Concerned About Culture in a Hybrid World\n", "\n", "Leaders have good reason to be concerned. Culture remains imperative for employees to\n", "\n", "succeed in their roles: 76% of employees say culture is very or extremely important for them to be effective at their job. Sixty-one percent of HR leaders say that to achieve organizational goals, culture is more important in a hybrid work model compared to an on-\n", "\n", "site work model.\n", "\n", "How Do I Know My Culture Is “Working”?\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "Many leaders define culture as “how we do things around here.” With the changes that hybrid design brings to the cultural experience, the fundamental question becomes: What\n", "\n", "is culture when there is no one “how” and no one “here” anymore?\n", "\n", "If culture is “how we do things around here,” what is it when there is no one “how” and no\n", "\n", "one “here” anymore?\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 4 of 24\n", "\n", "To answer this question, HR leaders must first elevate beyond the current hybrid reality\n", "\n", "and understand how to make a culture work to begin with. For a culture to truly succeed, employees must be aligned and connected to it. Both of these measures are important and contribute to culture’s impact. The concept of workforce-culture alignment was\n", "\n", "introduced by Gartner in 2017 (see Creating a Culture That Performs), where it was established that an employee is aligned to culture if three components are true:\n", "\n", "1.\n", "\n", "Employees know what the culture is.\n", "\n", "2.\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "2.\n", "\n", "Employees believe the culture is right for the organization.\n", "\n", "3.\n", "\n", "Employees are able to demonstrate cultural behaviors.\n", "\n", "Much of our research has been focused on how to successfully drive alignment to culture. However, the pandemic has unveiled the importance of the second measure, as it became clear that connectedness was at risk. Employee culture connectedness is also made up of\n", "\n", "three components:\n", "\n", "1.\n", "\n", "Employees identify with the culture.\n", "\n", "2.\n", "\n", "Employees care about the culture.\n", "\n", "3.\n", "\n", "Employees belong within the culture.\n", "\n", "Together, these two measures — cultural alignment and cultural connectedness — are key to assuring culture impact. They operate like the left and right side of the brain (see Figure 2.)\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 5 of 24\n", "\n", "Figure 2. Two Essential Components to Culture Success\n", "\n", "The left-hand side, the more rational, is alignment. Employees must understand and buy into the culture of their organization. But without the right-hand side, connectedness — the\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "more emotional side — employees are simply complying with their employer’s expectations. If an employee demonstrates the culture but does not truly care about it, the culture is unlikely to sustain. Significantly, these two concepts are intertwined: Employees\n", "\n", "struggle to demonstrate a culture they do not identify with, just as employees struggle to care about a culture they don’t buy into.\n", "\n", "Connectedness Is in Crisis\n", "\n", "Historically, senior leaders have been very intentional about investing in and driving alignment, whether through implementing culture training to teach employees about the culture, deploying resonant culture communications to help them buy into it or\n", "\n", "encouraging leader role modeling to help them demonstrate it. However, leaders have been less intentional about connectedness. The consensus approach to connectedness has primarily been one of “osmosis:” relying on time in offices, in-person and at a\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "macroscale to make employees feel connected to culture. One senior leader told us: “Our prior strategy for driving connectedness was mainly just: Get employees aligned, and\n", "\n", "connectedness will happen. In essence, we left it to chance.”\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 6 of 24\n", "\n", "This “connectedness by osmosis” approach is severely compromised when the cultural\n", "\n", "experience changes and time in office, in-person and at a macro scale is no longer a\n", "\n", "guarantee. Therefore, leaders often blame hybrid work for the connectedness crisis they are seeing, which is reflected in our data: 76% of HR leaders feel that hybrid work\n", "\n", "challenges employees’ connection to organizational culture. Connectedness is currently in\n", "\n", "crisis: Only one in four hybrid or remote knowledge workers are connected to their culture. Across every segment of employees tested, connectedness scored low (see Figure 3).\n", "\n", "Figure 3. Levels of Culture Connectedness by Segment\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "Naturally, leaders assume changes to the cultural experience caused these low levels of connectedness, which is why so many leaders are keen to nudge, or even force, their\n", "\n", "employees back into the office. Sixty-three percent of HR leaders say their organization\n", "\n", "will require employees to come into the office a certain number of days per week. However, our research shows this approach may backfire, as flexibility is actually a critical\n", "\n", "driver of connectedness. Our data indicates that the more flexibility an employee has, the\n", "\n", "more likely they are to be connected to culture (see Figure 4).\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 7 of 24\n", "\n", "Figure 4. Percentage of Employees With High Culture Connectedness by Degree of Flexibility\n", "\n", "Removing the flexibility employees have gained over the course of the pandemic is likely\n", "\n", "to have the opposite effect to the desired outcome: Employees may become disconnected\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "from culture. Indeed, our data does not show that on-site employees are any more connected than their remote counterparts; in fact, they are less culturally connected. Only\n", "\n", "17% of on-site knowledge workers are culturally connected, compared to 25% of hybrid\n", "\n", "knowledge workers and 24% of remote knowledge workers.\n", "\n", "Hybrid Is an Opportunity, Not a Disruption\n", "\n", "While the temptation may be to blame hybrid work for the culture connectedness crisis,\n", "\n", "the reality is that connectedness was often taken for granted prepandemic. We can never\n", "\n", "know for sure if connectedness is declining because of hybrid work or if it has always been low because leaders have rarely driven it intentionally. Connectedness is\n", "\n", "unmistakably in distress, and employers must take steps now to address it.\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 8 of 24\n", "\n", "First, employers must stop viewing hybrid work as a disruption to the cultural experience\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "and start viewing it as an opportunity (see Figure 5). Rather than see the changes it has brought to culture as problems to fight, leaders should embrace the new realities they are\n", "\n", "operating in and drive connectedness based on these realities.\n", "\n", "Figure 5. New Culture Imperatives for Leaders\n", "\n", "The changes examined above, when viewed in a favorable light, are actually real\n", "\n", "opportunities for greater connectedness:\n", "\n", "■\n", "\n", "Less time in offices means more time with work — The most common, constant\n", "\n", "cultural experience used to be time spent in offices. In a hybrid world, this is no\n", "\n", "longer the case. Instead, work becomes the new constant: Regardless of location, the work stays the same. Working remotely creates a more intimate and deeply focused\n", "\n", "experience with work: Employees are better able to absorb themselves in work in\n", "\n", "environments that they control. Therefore, the imperative for leaders becomes to use work, not just the office, as a vessel to drive connectedness.\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 9 of 24\n", "\n", "■\n", "\n", "■\n", "\n", "Fewer in-person interactions makes them more meaningful when they do happen — Because physical proximity to colleagues is rare, when it does occur, it becomes a\n", "\n", "more memorable experience. At the same time, employees’ reliance on visual cues to\n", "\n", "prompt them to celebrate “moments that matter” lessens, meaning those who are not in the same location can be included. Thus, leaders therefore should use this\n", "\n", "greater inclusivity, not just physical proximity, as a vessel to drive connectedness.\n", "\n", "Shrinking ecosystems intensifies the relationships within them — While “weak ties” get weaker in the hybrid world, at the same time, our “strong ties” — the people\n", "\n", "employees work directly with — get stronger. Employees are spending more time with\n", "\n", "a smaller group of people, meaning the employee experience suddenly rests on a select number of individuals. These intensified relationships can be either a breeding\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "ground for toxicity or for connectedness. Leaders must therefore use them for the\n", "\n", "latter, not the former.\n", "\n", "Drive Connectedness by Intention, Not by Osmosis\n", "\n", "With these new imperatives in mind, leaders must shift their strategies to connect\n", "\n", "employees to culture more intentionally, moving away from relying on the office environment to do so by osmosis. To drive connection by intention, leaders must make\n", "\n", "three key shifts (see Figure 6):\n", "\n", "Figure 6. Key Shifts to Move From Connectedness by Osmosis to Intention\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 10 of 24\n", "\n", "■\n", "\n", "Shift from diffusing culture through the office to diffusing culture through work.\n", "\n", "While real estate investments to optimize office spaces remain important, this\n", "\n", "approach alone will only be half as effective, given that most knowledge workers will spend the majority of their time working from home. Instead, organizations should\n", "\n", "adopt the more holistic approach of identifying opportunities to enable employees to\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "feel connected to the culture each time they engage with their work, which will be the new cultural constant regardless of location.\n", "\n", "■\n", "\n", "Shift from connecting through physical proximity to connecting through emotional\n", "\n", "proximity. As in-person interactions become rare, relying on employees being seen to\n", "\n", "drive connectedness is a risk. Instead, HR leaders should identify the moments where employees are most likely to feel seen — to feel emotional proximity — to\n", "\n", "connect them to culture.\n", "\n", "■\n", "\n", "Shift from optimizing a macro-based experience to optimizing a micro-based experience. As ecosystems shrink and relationships within them intensify, designing\n", "\n", "culture to be lived at the macroscale becomes less effective. Instead, leaders must\n", "\n", "equip teams to create vibrant and healthy microcultures, which create greater opportunities for connectedness.\n", "\n", "Shifting from an osmosis strategy to a more intentional one is much more likely to drive\n", "\n", "connectedness (see Figure 7).\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "Page 11 of 24\n", "\n", "Figure 7. Impact on Connectedness of an Intentional Approach vs. Osmosis Approach\n", "\n", "Culture connectedness itself can increase employee performance by up to 37% and\n", "\n", "employee retention by up to 36% (see Figure 8).\n", "\n", "Figure 8. Impact of Culture Connectedness on Performance and Retention\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 12 of 24\n", "\n", "Diffuse Culture Through Work\n", "\n", "In the hybrid environment, where the office is not the constant reality of employees, HR\n", "\n", "leaders must focus their energy on diffusing culture through the new constant reality of employees: work. Our research shows the majority of knowledge workers moving forward will be in a hybrid or remote setup (see Figure 9).\n", "\n", "Figure 9. Distribution of Prepandemic and Current Work Status of Employees\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "In addition, the hybrid workforce will be spending most of their time working from home — not the office. When asked where they spent most of their time, 69% of respondents selected remotely. This may concern leaders, given their traditional reliance on the office\n", "\n", "to drive cultural connectedness.\n", "\n", "However, our data shows remote work opens up opportunities for greater connectedness.\n", "\n", "When asked which work mode they felt they were able to do work best, the majority of hybrid or remote knowledge workers selected working from home, alone (see Figure 10). This was also the answer when asked where they felt most engaged with their work.\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 13 of 24\n", "\n", "Figure 10. Work Modes in Which Employees Feel They Can Get Work Done the Best\n", "\n", "Working from home provides an intimate experience with work, where employees can engage distraction-free, in environments they control, with the work they do. As a result,\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "leaders must intentionally diffuse culture through work. Diffusing culture through work means that:\n", "\n", "■\n", "\n", "■\n", "\n", "■\n", "\n", "Culture is felt through the work processes employees engage in.\n", "\n", "Culture is adapted to fit the employee’s work context.\n", "\n", "Culture is linked with day-to-day work.\n", "\n", "When these conditions are true, employee culture connectedness can increase by up to 43%.\n", "\n", "Case In Point: Virgin Money’s Value-Driven Future of Work\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 14 of 24\n", "\n", "Virgin Money, a financial services company with 8,000\n", "\n", "employees, based in the U.K., understood the relationship between employer and employee is one of symbiotic value: Employees bring unique value to the organization, and the employer must, in return, bring unique value to the\n", "\n", "employee. So when designing its future of work framework, Virgin Money opted to create personas that were based not on the location of each role (remote, hybrid or on- site) but the value each role provides the company. This moves the conversation away\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "from the assumption that the role’s location is its defining aspect. In addition, Virgin Money equips employees — through the use of an app — to self-discover the value they feel the role provides them personally and encourages employees to use these\n", "\n", "discoveries in conversations with their manager to adjust their work arrangements so the role better delivers this value.\n", "\n", "Connect Through Emotional Proximity\n", "\n", "Many organizations fear the loss of time spent together in-person will erode their culture,\n", "\n", "arguing that only physical interactions sustain culture. In this assumption, physical proximity is conflated with emotional proximity, but the two must be separated and understood as different constructs (see Figure 11). Physical proximity is being in the\n", "\n", "same physical space as another individual — being seen. Emotional proximity is feeling valued and being of importance to others — feeling seen.\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 15 of 24\n", "\n", "Figure 11. Two Types of Proximity Explained\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "Emotional proximity, not physical proximity, has a much greater impact on employee culture connectedness. While emotional proximity can increase employee culture\n", "\n", "connectedness by up to 27%, physical proximity has no significant impact on employee culture connectedness (see Figure 12). Just being in the same physical space as another employee is not likely to make employees feel more connected to culture.\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 16 of 24\n", "\n", "Figure 12. Maximum Impact of Physical and Emotional Proximity on Employee Culture Connectedness\n", "\n", "However, physical proximity does still have a part to play. Emotional proximity — feeling seen — is 2.8 times more likely to occur with physical proximity. In short, physical proximity creates the conditions for emotional proximity to occur. However, the hybrid\n", "\n", "workforce is much less likely to benefit from physical proximity. Currently, hybrid or remote knowledge workers only meet their teams in-person two days a week.\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "In addition, physical proximity might not be inclusive of all team members. For example, when 80% of the team is physically gathered for a meeting but 20% of the team is remote for the same meeting, it may actually reduce emotional proximity for those not in physical\n", "\n", "proximity.\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 17 of 24\n", "\n", "Senior leaders must therefore create emotional proximity without relying solely on physical proximity. Senior leaders can do this by intentionally creating moments of emotional proximity — when employees feel valued and important to others — and\n", "\n", "enhancing these in the setting they take place in. If culture connectedness is fundamentally about enabling employees to care about their culture, emotional proximity is about enabling the culture to care about its employees.\n", "\n", "Case In Point: TBS’ Onboarding Experience For Emotional Investment\n", "\n", "Leaders at TBS, a global pharmaceutical company based in Japan, understood they\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "had one segment to be particularly concerned with in a primarily virtual and remote setting: new hires. TBS understood that virtual onboarding processes often feel stagnant and do not help new hires build an emotional connection to the organization.\n", "\n", "As a result, TBS created a strategy to ensure new hires would build an emotional investment in the company from the beginning by “connecting the dots” between their work and its impact on clients. TBS focused on building empathy for the company\n", "\n", "mission by having new hires engage in a roleplay where each new hire is given a medical condition that a patient might be experiencing and then assigned a task associated with that condition. This exercise enables them to experience a virtual\n", "\n", "simulation of the condition that TBS pharmaceuticals helps improve. In addition, TBS connects new hires to patients directly: Patients and new hires have a phone call where the patient describes their struggle with their condition as well as how TBS\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "pharmaceutical drugs have made a difference and improved their quality of life. By building empathy in the company mission through exercises that leverage tangible demonstrations of impact, TBS could secure new hires’ emotional investment in the\n", "\n", "company.\n", "\n", "Optimize a Micro-Based Experience\n", "\n", "In a hybrid world, the employee experience no longer rests on the large number of individuals the employee works with directly or indirectly but on a much smaller set of\n", "\n", "people (see Figure 13). For most hybrid or remote knowledge workers, team members are the only people they interact with several times a day, but in the prepandemic cultural experience, the receptionist, senior leader or onboarding buddy may have made up more\n", "\n", "of these daily interactions.\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 18 of 24\n", "\n", "Therefore, the importance of the experience that employees are having with these people is outsized. For example, where a poor relationship with a manager might have been\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "diluted by the positive interactions the employee would have with multiple other individuals throughout their employee experience, in a hybrid world this dilution is no longer possible. Senior leaders must start equipping teams to form microcultures that will\n", "\n", "assure health, rather than toxicity.\n", "\n", "Figure 13. From Macro-Based to Micro-Based Experiences in a Hybrid World\n", "\n", "Operating in a more micro-based setting is actually a huge opportunity for greater connectedness. The majority of employees selected their team and their direct manager as their top influencers of their connection to the culture (see Figure 14). These people\n", "\n", "make up their “strong ties,” which are the relationships they experience most frequently and intensely in the hybrid setting.\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 19 of 24\n", "\n", "Figure 14. Top Influencers of Cultural Connection\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "Employees are more likely to feel connected to culture at the microscale: Micro-based experiences increase connectedness by up to 19% (see Figure 15). These micro-based\n", "\n", "experiences often revolve around their own microcultures, established at that microlevel, set by the team and shaped overtime. Unsurprisingly, employees feel more connected to their microculture than organizational macroculture.\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 20 of 24\n", "\n", "Figure 15. Maximum Impact of Macro- and Micro-Based Experiences on Employee Culture Connectedness\n", "\n", "Traditionally, organizations have often been reluctant to embrace microcultures. Only 13% of HR leaders say teams at their organization are encouraged to set their own behavioral norms, and only 22% of HR leaders agree their organization encourages microcultures. If\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "organizations are to advance in connectedness, they must move away from discouraging microcultures at worst and tolerating them at best and instead embrace and nurture their existence. This requires leaders to think deeply and carefully about the role that\n", "\n", "macroculture plays in this environment, which is still an important one: Macro-based experiences still increase connectedness by up to 9%.\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 21 of 24\n", "\n", "If leaders are to make room for microcultures to thrive, they must move away from a model of macroculture that is overly dominant, prescriptive and complex. Instead,\n", "\n", "macroculture must support microcultures as a diagnostic tool to catch toxic behaviors. Rather than prescribing what microcultures should be, macroculture should instead provide guidance on what they should not be. Leaders must become comfortable\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "empowering teams to define and shape their own culture that works for their own diversified contexts. Macroculture cannot work as a one-size-fits-all prescriptive tool in a highly fragmented workplace experience. Instead, it must serve as a safety net.\n", "\n", "Case In Point: Royal DSM’s Culture for a Flotilla Future\n", "\n", "Royal DSM, a health and nutrition company with 21,000 employees based in the Netherlands, understood the employee experience was undergoing a fragmentation, and\n", "\n", "its culture needed to adapt accordingly. Royal DSM employed a metaphor to adjust its strategic approach: It compared the workforce to a series of individual boats that needed steering to go the same direction. The company aspired to have its workforce\n", "\n", "to operate as a flotilla, rather than as a tanker. Common direction was needed for this to occur, and the company understood its macroculture had to transform to serve as the flotilla’s compass.\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "While many organizations overengineer their macroculture in the hopes it will resonate to a more diversified workforce, Royal DSM adopted a more minimalist approach: Its\n", "\n", "Culture Compass is made up of six simple cultural attributes that are purposefully presented without descriptions. The result is a macroculture that is easy to memorize and provides direction without being prescriptive (i.e., it provides the flotilla simple\n", "\n", "guidance to sail in the right direction, but it does not prescribe the norms and behaviors aboard each boat). The Culture Compass also serves as a diagnostic for microcultures: Teams use it to diagnose problematic behaviors that may hold them\n", "\n", "back from navigating troubled waters.\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 22 of 24\n", "\n", "Conclusion\n", "\n", "Culture connectedness in the hybrid world is not compromised because of hybrid work but because companies aren’t intentionally driving it. Returning employees to the office by\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "mandate is more likely to compromise connectedness to culture than preserve it, and leaders must fundamentally change their culture strategy to reflect the realities of the new cultural experience: One that is reliant on fewer people, at a microscale, with less physical\n", "\n", "proximity and with less time spent in offices. By relying less on osmosis to drive connectedness, and more on intentionality, leaders will see outsized impact on performance and intent to stay.\n", "\n", "Recommendations\n", "\n", "CHROs seeking to implement a more intentional approach to culture connectedness should:\n", "\n", "■\n", "\n", "■\n", "\n", "■\n", "\n", "Diffuse culture through work, not just the office, by ensuring employees understand the value they bring to the organization through their work and the value they gain personally from the work they do at their organization.\n", "\n", "Connect through emotional proximity, not just physical proximity, by identifying the key moments where employees feel they have impact and are important and\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "designing the employee experience to enhance these.\n", "\n", "Optimize a micro-based experience, not a macro-based experience, by equipping teams to create vibrant and healthy microcultures while adjusting macroculture to be less prescriptive and more minimalist.\n", "\n", "About This Research\n", "\n", "The 2022 Gartner Culture in a Hybrid World Employee Survey includes responses from\n", "\n", "over 4,500 knowledge workers throughout a wide range of industries, functions, geographies and current work statuses to understand their preferences and challenges related to current and future work design. We also interviewed HR leaders at more than 80\n", "\n", "organizations and surveyed over 200 HR executives to determine how organizations are adapting their work design.\n", "\n", "The organizations profiled in this research are provided for illustrative purposes only, and do not constitute an exhaustive list of examples in this field nor an endorsement by Gartner of the organizations or their offerings.\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 23 of 24\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "Page 23 of 24\n", "\n", "Presentation Deck\n", "\n", "Download presentation slides of this material.\n", "\n", "© 2023 Gartner, Inc. and/or its affiliates. All rights reserved. Gartner is a registered trademark of\n", "\n", "Gartner, Inc. and its affiliates. This publication may not be reproduced or distributed in any form\n", "\n", "without Gartner's prior written permission. It consists of the opinions of Gartner's research\n", "\n", "organization, which should not be construed as statements of fact. While the information contained in\n", "\n", "this publication has been obtained from sources believed to be reliable, Gartner disclaims all warranties\n", "\n", "as to the accuracy, completeness or adequacy of such information. Although Gartner research may\n", "\n", "address legal and financial issues, Gartner does not provide legal or investment advice and its research\n", "\n", "should not be construed or used as such. Your access and use of this publication are governed by\n", "\n", "Gartner's Usage Policy. Gartner prides itself on its reputation for independence and objectivity. Its\n", "\n", "精簡摘要:\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "research is produced independently by its research organization without input or influence from any\n", "\n", "third party. For further information, see \"Guiding Principles on Independence and Objectivity.\" Gartner\n", "\n", "research may not be used as input into or for the training or development of generative artificial\n", "\n", "intelligence, machine learning, algorithms, software, or related technologies.\n", "\n", "Gartner, Inc. | G00768936\n", "\n", "Page 24 of 24\n", "\n", "精簡摘要:\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Retrying langchain.chat_models.openai.ChatOpenAI.completion_with_retry.._completion_with_retry in 1.0 seconds as it raised Timeout: Request timed out: HTTPSConnectionPool(host='civet-project-001.openai.azure.com', port=443): Read timed out. (read timeout=600).\n", "Warning: model not found. Using cl100k_base encoding.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\u001b[1m> Finished chain.\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Warning: model not found. 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Using cl100k_base encoding.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "\u001b[1m> Entering new chain...\u001b[0m\n", "\n", "\n", "\u001b[1m> Entering new chain...\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "隨著組織文化經驗的不可撤銷的變化,企業在新的工作環境中與員工建立聯繫的努力正在失敗。只有四分之一的員工感到與他們所在組織的文化有聯繫。人力資源領導者必須採取有意識的方法來推動文化影響結果。隨著組織計劃和推出後疫情工作設計策略,許多領導者正在使用組織文化作為將員工帶回辦公室的關鍵理由。沒有面對面的體驗和雇主控制的時間,員工對組織文化的聯繫感正在減弱。\n", "\n", "全球遠程工作實驗已經不可逆轉地改變了員工體驗企業文化的方式,需要領導者適應新的現實,通過更少依靠滲透,更多依靠有意識的實踐,引領員工在新的工作環境中與組織文化建立聯繫。目前,混合或遠程知識工作者只有四分之一與其組織文化建立聯繫,高層領導人將這些變化歸咎於缺乏文化聯繫。\n", "\n", "強制員工返回辦公室以維護以前的文化聯繫方式將會逆轉,因為靈活性和聯繫之間存在顯著的聯繫。文化聯繫可以提高員工表現達37%,提高員工保留率達36%。混合工作打破了傳統的文化體驗,以前的文化體驗主要由三個體驗屬性來定義。\n", "\n", "在辦公室、與同事面對面交流、與大量人互動等情境下,員工能夠被環境和同事所包圍,從而被動地學習和鞏固文化行為。然而,COVID-19疫情迫使許多知識工作者進入遠程工作環境,並導致辦公室重新開放後採用更混合的工作設計。\n", "\n", "遠程工作徹底改變了這些文化體驗的特點:辦公時間減少65%,面對面互動減少,生態系縮小。許多領導者認為這些變化會對文化產生持久的損害。CEO們將文化視為他們在現場最關注的問題。\n", "\n", "知識工作者的辦公室和在家工作政策,以及人力資源領導者調整現有文化以支持混合工作模式是最具挑戰性的方面。文化對於員工在工作中成功仍然至關重要,76%的員工表示文化對他們有效地完成工作非常重要。61%的人力資源領導者表示,在混合工作模式中,為實現組織目標,文化比在現場工作模式中更重要。因此,領導者有充分理由關注文化。\n", "\n", "隨著混合式設計對文化體驗帶來的變化,許多領導者將文化定義為“我們在這裡的做事方式”。然而,當沒有一個“如何”和沒有一個“這裡”時,文化是什麼?為了讓文化真正成功,員工必須與之相連並對之保持一致。Gartner在2017年提出了員工與文化的一致性概念,其中包括員工知道文化是什麼,員工與文化保持一致,員工對文化感到自豪。\n", "\n", "研究聚焦於如何成功地推動文化一致性,但疫情揭示了文化聯繫的重要性。員工文化聯繫由三個組成部分組成:員工認同文化、關心文化和在文化中有歸屬感。文化一致性和文化聯繫是確保文化影響的關鍵。它們像大腦的左右兩側一樣運作。左側是理性的一致性,員工必須理解並買入組織的文化。但沒有右側的聯繫,員工將無法真正投入文化。\n", "\n", "員工只是在遵從雇主的期望,而沒有真正關心企業文化,這樣的文化是不可能持續的。此外,員工與企業文化的認同也是相互關聯的。過去,高層領導人在投資和推動企業文化方面非常有意圖性,但對於聯繫性卻不夠重視。現在,聯繫性已經面臨危機。領導人需要更有意識地投資和推動聯繫性,而不是僅僅依靠時間和面對面的交流。\n", "\n", "公司先前的策略是讓員工對齊,然後讓員工自己去建立文化聯繫,但這種「滲透式聯繫」的方法在文化經驗改變、在辦公室和大範圍面對面交流的時間不再是保證的情況下,會受到嚴重影響。因此,領導者經常將混合工作歸咎於聯繫危機,這也反映在數據中:76%的人力資源領導者認為混合工作挑戰了員工對組織文化的聯繫。目前聯繫處於危機之中:只有四分之一的混合或遠程知識工作者與他們的文化有聯繫。在測試的每個員工群體中,聯繫得分都很低。\n", "\n", "許多領導者認為文化體驗的改變導致了員工之間聯繫的降低,因此他們希望能夠推動甚至強制員工回到辦公室。但研究顯示,這種做法可能會產生反效果,因為靈活性實際上是聯繫的關鍵驅動因素。研究數據顯示,員工擁有的靈活性越多,他們與文化的聯繫就越強(見圖4)。因此,取消員工在疫情期間獲得的靈活性可能會產生相反的效果,使員工變得疏離。\n", "\n", "數據顯示,現場員工與遠程員工相比,並沒有更多的文化聯繫,事實上,他們的文化聯繫更少。只有17%的現場知識工作者有文化聯繫,而混合型知識工作者和遠程知識工作者分別為25%和24%。混合工作是一個機會,而不是一個干擾。雇主必須停止將混合工作視為文化體驗的干擾,並採取措施解決聯繫問題。\n", "\n", "領導者應該將文化變革視為機遇,而不是問題。他們應該接受新現實,並基於這些現實推動聯繫。在混合工作模式下,辦公室時間減少,但工作時間增加,這是一個更加密切和專注的體驗。因此,領導者的使命是利用工作來推動聯繫。\n", "\n", "在混合工作模式下,由於面對面的互動較少,當發生時,它變得更有意義。同時,員工對視覺提示的依賴減少,意味著不在同一地點的人也可以參與。因此,領導者應該利用這種更廣泛的包容性,而不僅僅是物理接近,來推動聯繫。在這種情況下,生態系統縮小了,其中的關係變得更加緊密。員工與一小群人花費更多時間,這意味著員工體驗突然取決於少數人。這些加強的關係可能是一個繁殖的場所。\n", "\n", "領導者必須將文化連接視為一個重要策略,而不是只是依靠辦公環境的滲透。為了實現這一目標,領導者必須進行三個關鍵轉變,從辦公室中傳播文化到通過工作傳播文化,並確定機會讓員工在家工作。\n", "\n", "精簡摘要:\u001b[0m\n", "\n", "\u001b[1m> Finished chain.\u001b[0m\n", "\n", "\u001b[1m> Finished chain.\u001b[0m\n", "\n", "\n", "\u001b[1m> Entering new chain...\u001b[0m\n", "\n", "\n", "\u001b[1m> Entering new chain...\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "員工與文化的聯繫將成為新的文化常態,無論在哪個地方工作,都能感受到與文化的聯繫。從物理接觸轉變為情感接觸,因為面對面的互動變得越來越少,依靠員工被看到來推動聯繫是有風險的。領導者應該確定員工最有可能感到被看到的時刻,以建立情感接近感,並將其與文化聯繫起來。從宏觀體驗優化轉變為微觀體驗優化,因為生態系統縮小,其中的關係變得更加密切,設計文化在宏觀層面上生活變得不那麼有效。相反,領導者必須使團隊能夠創建充滿活力和健康的微型文化,這將創造更大的聯繫機會。從滲透策略轉變為更有意圖的策略更有可能推動聯繫。\n", "\n", "文中提到文化連結性可以提高員工表現達37%,並提高員工留任率達36%。在混合辦公環境中,人力資源領導者必須將文化通過工作進行傳播。研究顯示,未來大多數知識工作者將處於混合或遠程工作環境。\n", "\n", "混合工作模式下,大部分工作時間都是在家工作,而不是辦公室。調查顯示,69%的受訪者選擇在遠程工作。雖然傳統上領導者們依賴辦公室來推動文化聯繫,但數據顯示遠程工作為更好的聯繫提供了機會。大部分混合或遠程知識工作者選擇在家獨自工作,這也是他們感到最投入工作的地方。在家工作提供了一種親密的工作體驗,員工可以在自己控制的環境中無干擾地參與工作。\n", "\n", "領導者必須有意識地通過工作來傳播文化。通過工作傳播文化意味著:\n", "\n", "■ 員工參與的工作過程中感受到文化。\n", "\n", "■ 文化被適應到員工的工作背景中。\n", "\n", "■ 文化與日常工作相關聯。\n", "\n", "當這些條件成立時,員工文化聯繫可以增加高達43%。\n", "\n", "案例:維珍金融的價值驅動工作未來\n", "\n", "維珍金融是一家總部位於英國,擁有8,000名員工的金融服務公司,他們理解雇主和員工之間的關係是一種共生價值關係:員工為組織帶來獨特的價值,而雇主必須回報員工獨特的價值。因此,在設計其未來的工作框架時,維珍金融選擇創建基於每個角色提供的價值而不是位置(遠程,混合或現場)的角色人物。這將對話轉移到了其他方面。\n", "\n", "維珍金融通過使用應用程序讓員工自我發現他們認為該角色為他們個人提供的價值,並鼓勵員工在與經理的交談中使用這些發現來調整工作安排,以便該角色更好地提供這種價值。此外,許多組織擔心面對面交流的時間減少會破壞他們的文化,但實際上,身體接近和情感接近是不同的概念,應該分開理解。身體接近是指與另一個人在同一物理空間中,而情感接近則是感覺被重視並對他人重要。\n", "\n", "情感上的接近度比物理上的接近度對員工文化聯繫有更大的影響。情感上的接近度可以增加員工文化聯繫達27%,而物理上的接近度對員工文化聯繫沒有顯著影響。只是與另一個員工在同一物理空間中並不會讓員工感覺更加聯繫文化。然而,物理上的接近度仍然有一定作用。情感上的接近度——感覺被看到——在物理上的接近度下更容易發生。簡而言之,物理上的接近度創造了情感上的接近度發生的條件。然而,混合工作方式的員工很少從物理上的接近度中受益。目前,混合或遠程知識工作者只有每週兩天與他們的團隊面對面會面。\n", "\n", "身體上的接近可能並不包括所有的團隊成員。當80%的團隊聚集在一起開會,但20%的團隊成員遠程參加同一個會議時,對於那些不在身體接近的人來說,這實際上可能會降低情感上的接近。因此,高級領導者必須創造情感上的接近,而不僅僅依賴身體上的接近。高級領導者可以通過有意識地創造情感上的接近來實現這一點,從而讓員工感到被重視和重要,並在發生的場景中增強這些感覺。如果文化聯繫基本上是讓員工關心他們的文化,那麼情感上的接近就是讓文化關心它的員工。例如,日本一家全球制藥公司TBS的領導者們了解到,他們的員工需要情感上的投入,因此他們創造了一個情感上的接近的入職體驗。\n", "\n", "TBS特別關注虛擬和遠程環境中的新員工入職,因為虛擬入職流程往往感覺停滯不前,無法幫助新員工建立與組織的情感聯繫。因此,TBS創建了一個策略,確保新員工從一開始就建立對公司的情感投資,通過“連接點”來建立他們的工作與對客戶的影響之間的聯繫。TBS通過讓新員工參與角色扮演來建立對公司使命的共鳴,讓每個新員工扮演一個患有某種疾病的患者,然後分配與該疾病相關的任務。此練習使他們體驗到TBS藥品有助於改善的虛擬模擬狀況。此外,TBS直接將新員工與患者聯繫起來:患者和新員工進行電話交流,患者描述他們與疾病的鬥爭以及TBS如何幫助他們。\n", "\n", "藥物對人們的生活質量產生了積極影響。通過通過利用具體的影響展示來建立公司使命的同理心,TBS可以確保新員工對公司產生情感投資。在混合工作模式下,員工體驗不再取決於直接或間接工作的人數,而是取決於一個更小的人群。因此,員工與這些人的體驗的重要性是超出比例的。例如,與經理的關係不良可能會對員工的體驗產生負面影響。\n", "\n", "在混合工作模式下,員工與多個人互動的積極影響被稀釋了,因此高層領導必須開始裝備團隊形成微型文化,以確保健康而非有毒性。在更微觀的環境中運作實際上是更大的聯繫機會,大多數員工選擇他們的團隊和直接經理作為他們與文化聯繫的頂級影響者。這些人構成了他們的“強聯繫”,在混合環境中是他們最頻繁和強烈體驗的關係。\n", "\n", "精簡摘要:\u001b[0m\n", "\n", "\u001b[1m> Finished chain.\u001b[0m\n", "\n", "\u001b[1m> Finished chain.\u001b[0m\n", "\n", "\n", "\u001b[1m> Entering new chain...\u001b[0m\n", "\n", "\n", "\u001b[1m> Entering new chain...\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "員工更容易在微觀層面上感受到文化的聯繫:微觀層面的體驗可以增加聯繫度高達19%。這些微觀層面的體驗通常圍繞著他們自己的微文化,由團隊在微觀層面上建立,並隨著時間的推移而形成。毫不奇怪,員工對自己的微文化比對組織宏觀文化更有聯繫感。然而,傳統上,組織往往不願意接受微文化。只有13%的人力資源領導者表示,他們的組織鼓勵團隊設定自己的行為規範,只有22%的人力資源領導者同意他們的組織鼓勵微文化。\n", "\n", "要提升組織的聯繫性,必須擺脫壞的微文化和最好容忍它們的做法,而是應該接納和培養它們的存在。這需要領導者深入思考和仔細考慮宏文化在這種環境中的作用,宏文化仍然是一個重要的因素,基於宏文化的經驗仍然可以增加聯繫性達到9%。如果領導者要讓微文化茁壯成長,他們必須擺脫過於主導、指令式和複雜的宏文化模式。相反,宏文化應該作為診斷工具來支持微文化,以捕捉有毒的行為。領導者必須變得舒適,並提供指導,而不是規定微文化應該是什麼。\n", "\n", "赋予团队权力,定义和塑造适合其多样化背景的文化。在高度分散的工作场所体验中,宏观文化不能作为一种适合所有人的处方工具。相反,它必须作为一个安全网。\n", "\n", "案例: 皇家DSM的浮动未来文化\n", "\n", "总部位于荷兰的健康和营养公司皇家DSM拥有21,000名员工,了解到员工体验正在经历分化,其文化需要相应地适应。皇家DSM采用比喻来调整其战略方法:将劳动力比作一系列需要引导朝着同一方向前进的个体船只。公司希望其劳动力能够像船队一样运作,而不是像油轮一样。为了实现这一点,需要共同的方向,公司了解到其宏观文化必须转变为船队的指南针。\n", "\n", "荷蘭皇家DSM公司採用簡約的方式來建立企業文化,其文化指南由六個簡單的文化屬性組成,並且沒有詳細的描述。這種簡約的方法易於記憶,提供方向,但不會強制規定每個團隊的行為規範。文化指南也可用於診斷微觀文化,團隊可以使用它來診斷可能阻礙他們前進的問題行為。在混合工作的世界中,企業文化的連接性不會因為混合工作而受到損害,而是因為公司沒有有意識地推動它。\n", "\n", "強制性規定更可能犧牲文化聯繫性而非保護它,領導者必須徹底改變他們的文化策略以反映新文化體驗的現實:依賴更少的人,在微觀層面上,與較少的身體接觸和在辦公室花費較少的時間。通過更少地依賴滲透來推動聯繫性,更多地依賴意圖性,領導者將看到對績效和意圖留下的巨大影響。\n", "\n", "建議:人力資源主管尋求實施更有意圖性的文化聯繫方法應該:\n", "\n", "■ 通過工作而非辦公室來傳播文化,確保員工理解他們通過工作為組織帶來的價值以及他們從在組織工作中獲得的個人價值。\n", "\n", "■ 通過情感接近而非身體接近來建立聯繫,通過確定員工感覺自己有影響力且重要的關鍵時刻來實現。\n", "\n", "本研究旨在設計員工體驗以提升其工作滿意度,並建議優化微觀體驗而非宏觀體驗,讓團隊創造充滿活力和健康的微文化,同時調整宏文化以減少規範性並更加簡約。研究包括超過4,500名知識工作者的調查和80多個組織的人力資源領導者的訪談,旨在了解他們對當前和未來工作設計的偏好和挑戰。本研究中提到的組織僅為舉例,並不構成該領域的詳盡例子,也不代表Gartner對這些組織或其產品的認可。\n", "\n", "本文介紹了Gartner公司的演示文稿,提供了下载链接。Gartner是一家注册商标,本文中的观点仅代表Gartner研究机构的意见,不应被视为事实陈述。虽然本文中的信息来源可靠,但Gartner不保证其准确性、完整性或充分性。此外,Gartner不提供法律或投资建议。读者的访问和使用受Gartner使用政策的管辖。Gartner以其独立性和客观性而自豪。\n", "\n", "該研究機構獨立進行研究,不受任何第三方的影響。Gartner的研究不得用於生成人工智能、機器學習、算法、軟件或相關技術的培訓或開發。詳情請參閱“獨立性和客觀性指導原則”。\n", "\n", "精簡摘要:\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Warning: model not found. Using cl100k_base encoding.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\u001b[1m> Finished chain.\u001b[0m\n", "\n", "\u001b[1m> Finished chain.\u001b[0m\n", "\n", "\n", "\u001b[1m> Entering new chain...\u001b[0m\n", "\n", "\n", "\u001b[1m> Entering new chain...\u001b[0m\n", "Prompt after formatting:\n", "\u001b[32;1m\u001b[1;3m使用中文替下面內容做個精簡摘要:\n", "\n", "企業在新的工作環境中與員工建立聯繫的努力正在失敗,只有四分之一的員工感到與他們所在組織的文化有聯繫。人力資源領導者必須採取有意識的方法來推動文化影響結果。混合工作打破了傳統的文化體驗,以前的文化體驗主要由三個體驗屬性來定義。在辦公室、與同事面對面交流、與大量人互動等情境下,員工能夠被環境和同事所包圍,從而被動地學習和鞏固文化行為。然而,COVID-19疫情迫使許多知識工作者進入遠程工作環境,並導致辦公室重新開放後採用更混合的工作設計。混合工作是一個機會,而不是一個干擾。雇主必須停止將混合工作視為文化體驗的干擾,並採取措施解決聯繫問題。\n", "\n", "在混合辦公環境中,員工與文化的聯繫將成為新的文化常態。領導者應該確定員工最有可能感到被看到的時刻,以建立情感接近感,並將其與文化聯繫起來。從宏觀體驗優化轉變為微觀體驗優化,領導者必須使團隊能夠創建充滿活力和健康的微型文化,這將創造更大的聯繫機會。在混合工作模式下,員工與多個人互動的積極影響被稀釋了,因此高層領導必須開始裝備團隊形成微型文化,以確保健康而非有毒性。\n", "\n", "Gartner研究机构的一份报告指出,员工更容易在微观层面上感受到文化的聯繫,而微观层面的體验可以增加聯繫度高達19%。然而,傳統上,組織往往不願意接受微文化。要提升組織的聯繫性,必須擺脫壞的微文化和最好容忍它們的做法,而是應該接納和培養它們的存在。荷兰皇家DSM公司採用簡約的方式來建立企業文化,其文化指南由六個簡單的文化屬性組成,並且沒有詳細的描述。建议人力資源主管尋求實施更有意圖性的文化聯繫方法,通過工作而非辦公室來傳播文化,通過情感接近而非身體接近來建立聯繫。\n", "\n", "精簡摘要:\u001b[0m\n", "\n", "\u001b[1m> Finished chain.\u001b[0m\n", "\n", "\u001b[1m> Finished chain.\u001b[0m\n", "\n", "\u001b[1m> Finished chain.\u001b[0m\n" ] } ], "source": [ "def get_prompt_summary_string():\n", " return \"\"\"使用中文替下面內容做個精簡摘要:\n", "\n", "{text}\n", "\n", "精簡摘要:\"\"\"\n", "\n", "from langchain.chains.summarize import load_summarize_chain\n", "\n", "llm = AzureChatOpenAI(\n", " deployment_name=global_deployment_id,\n", " model_name=global_model_name,\n", " temperature=0.2\n", ")\n", "\n", "map_prompt = get_prompt_summary_string()\n", "map_prompt_template = PromptTemplate(template=map_prompt, input_variables=[\"text\"])\n", "\n", "chain = load_summarize_chain(\n", " llm=llm,\n", " chain_type=\"map_reduce\",\n", " verbose=True,\n", " map_prompt=map_prompt_template,\n", " combine_prompt=map_prompt_template\n", ")\n", "\n", "output = chain({\"input_documents\": split_documents}, return_only_outputs=True)" ] }, { "attachments": { "b943c1f8-da6a-46b3-ad62-5a776e9c6961.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "ddd00d48-77f8-4214-9599-3f34121fc8d2", "metadata": {}, "source": [ "### Vector DB\n", "目前我們使用local vector db(Chroma), 線上好用的是pinecone\n", "任何擴充內部知識的場景,不管是使用者臨時上傳文件要分析,還是先在後台上傳大量的文件來做知識庫擴充,都是使用vector來儲存\n", "基本概念如下:\n", "\n", "![image.png](attachment:b943c1f8-da6a-46b3-ad62-5a776e9c6961.png)\n", "\n", "相關的流程如下:\n", "\n", "![image.png](attachment:c742db38-3c55-4790-ac1c-35d95557bfaa.png)\n", "\n", "一個簡單的Vector DB 取用範例如下:" ] }, { "cell_type": "code", "execution_count": null, "id": "225fbc10-a54f-4a01-b580-592437b55234", "metadata": {}, "outputs": [], "source": [ "##存文件進去\n", "def initial_croma_db(db_name, files_path, file_ext, collection_name):\n", " _db_name = db_name\n", "\n", " documents = multidocs_loader(files_path, file_ext)\n", " ##embedded 是一種向量化的model, azure 有提供\n", " embeddings = OpenAIEmbeddings(\n", " deployment=\"CivetGPT_embedding\",\n", " model=\"text-embedding-ada-002\",\n", " openai_api_base=\"https://civet-project-001.openai.azure.com/\",\n", " openai_api_type=\"azure\",\n", " openai_api_key = \"0e3e5b666818488fa1b5cb4e4238ffa7\",\n", " chunk_size=1\n", " )\n", "\n", " chroma_db = Chroma.from_documents(\n", " documents,\n", " embeddings,\n", " collection_name = collection_name,\n", " persist_directory= root_file_path+ persist_db,\n", " chroma_db_impl=chroma_db_impl\n", " )\n", "\n", " chroma_db.persist()\n", " print('vectorstore done!')\n", "\n", "#詢問問題\n", "def local_vector_search(question_str,\n", " chat_history,\n", " collection_name = hr_collection_name):\n", " embedding = get_openaiembeddings()\n", " vectorstore = Chroma( embedding_function=embedding,\n", " collection_name=collection_name,\n", " persist_directory=root_file_path+persist_db,\n", " )\n", "\n", " memory = ConversationBufferMemory(memory_key=\"chat_history\", return_messages=True, ai_prefix = \"AI超級助理\")\n", "\n", " llm = AzureOpenAI(\n", " deployment_name = global_deployment_id,\n", " model_name= global_model_name,\n", " temperature = 0.0)\n", "\n", " chat_llm = AzureChatOpenAI(\n", " deployment_name = global_deployment_id,\n", " model_name= global_model_name,\n", " temperature = 0.0)\n", "\n", " prompt = PromptTemplate(\n", " template=get_prompt_template_string(),\n", " input_variables=[\"question\",\"chat_history\"]\n", " )\n", " prompt.format(question=question_str,chat_history=chat_history)\n", " km_chain = ConversationalRetrievalChain.from_llm(\n", " llm=chat_llm,\n", " retriever=vectorstore.as_retriever(),\n", " memory=memory,\n", " condense_question_prompt=prompt,\n", " )\n", " \n", " result=km_chain(question_str)\n", " print(result)" ] }, { "cell_type": "markdown", "id": "a0401f8c-9e66-4ba7-9560-11c1ceb6c4d3", "metadata": {}, "source": [ "### Agent\n", "幫忙使用者做事情. \n", "與Chain 的差別在於是Agent 是更上層. 它可以將各個Chain 視做一種Tool, Agent 會依照ReAct framework 或是MRKL 框架來決定該取用什麼工具來解決什麼問題, 因此在概念上它比Chain 要再上層.\n", "Agent 可以視為主動把一個大的Task 拆解為小的Task, 並選擇適當的工具來解決小的Task 後, 集合而成大的Task 結果." ] }, { "cell_type": "code", "execution_count": null, "id": "495d7b60-f837-455f-ac28-ce3e43f87ae6", "metadata": {}, "outputs": [], "source": [ "def agent_demo():\n", " #其他chat_llm 的宣告需要自己寫\n", " \n", " km_tool = Tool(\n", " name='Knowledge Base',\n", " func=km_chain.run,\n", " description='一個非常有用的工具, 當要查詢任何公司政策以及鴻海相關資料都使用這個工具'\n", " )\n", "\n", " math_math = LLMMathChain(llm=llm,verbose=True)\n", " math_tool = Tool(\n", " name='Calculator',\n", " func=math_math.run,\n", " description='Useful for when you need to answer questions about math.'\n", " )\n", "\n", " tools=[math_tool,km_tool]\n", " agent=initialize_agent(\n", " agent=AgentType.OPENAI_FUNCTIONS,\n", " tools=tools,\n", " llm=chat_llm,\n", " verbose=True,\n", " memory=memory,\n", " max_iterations=30,\n", " )\n", " result=agent.run(question_str)\n", " print(result)\n" ] }, { "cell_type": "markdown", "id": "1306aaf4-f3d8-46fa-8c88-1a90186c2a43", "metadata": {}, "source": [ "## CallBack\n", "可以利用Callback 來紀錄問答內容, 以及token, 使用者等原始資料\n", "* 來做為AI detector 的原始訓練紀錄\n", "* 產出週報月報的內容" ] }, { "cell_type": "code", "execution_count": null, "id": "9fe1b8e7-ba8d-4f07-bc39-c1b48d84f7c0", "metadata": {}, "outputs": [], "source": [ "chain = LLMChain(llm=llm, prompt=prompt, callbacks=[handler])\n", "chain.invoke({\"number\":2})\n", "chain.invoke({\"number\":2}, {\"callbacks\":[handler]})" ] }, { "cell_type": "markdown", "id": "bb0ef293-e9f1-4fb0-bd05-5daecbecc982", "metadata": {}, "source": [ "# Local LLM\n", "目前在虎躍雲上有GPU Inference Server\n", "ip:\n", "\n", "### 擁有的Open Source LLM\n" ] } ], "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": "3.10.11" } }, "nbformat": 4, "nbformat_minor": 5 }