Class 1 homework - Keanu Li

Class1/class1/Task1.1_MCP+Claude_Output.md

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+
+### 1. Brave Search MCP output screenshot
+![Brave Search MCP output](Task1.1_MCP_Claude/Brave_Search.png)
+
+### 2. Github MCP output screenshot
+![Github MCP output](Task1.1_MCP_Claude/github_API.png)
+
+### 3.Puppeteer MCP output screenshot
+![Puppeteer MCP output](Task1.1_MCP_Claude/Puppeteer.png)
+
+### 4.Filesystem MCP output screenshot
+![Filesystem MCP output](Task1.1_MCP_Claude/Filesystem.png)
+
+### 5.Sequential Thinking MCP output screenshot
+![Sequential MCP output](Task1.1_MCP_Claude/Sequential_Thinking.png)
+
+### 6.Notion MCP output screenshot
+![Notion MCP output](Task1.1_MCP_Claude/Notion.png)

Class1/class1/Task2.2_OllamaOpenAI.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "1bf7b177",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Title: Glowing Skin Tips: How to Make Your Face Look Bright and Radiant\n",
+      "Introduction:\n",
+      "Are you tired of looking in the mirror and seeing a dull, lackluster complexion? Do you want to improve your skin's radiance and brightness? You're in luck! In this article, we'll share practical tips and tricks on how to make your face skin look brighter and more radiant. Keep reading to learn the secrets to achieving a glowing complexion.\n",
+      "\n",
+      "Section 1: Cleanse Your Skin Properly\n",
+      "Cleansing your skin is the first step to having brighter, smoother skin. Use a gentle cleanser that suits your skin type, such as a micellar water for normal or oily skin, and a foaming gel or cream for dry or sensitive skin. Be sure to remove all makeup before bedtime and wash your face in the morning immediately after waking up.\n",
+      "\n",
+      "Section 2: Exfoliate Regularly\n",
+      "Exfoliating helps remove dead skin cells, giving your face a brighter appearance. Use a gentle exfoliating scrub or a chemical exfoliant containing alpha-hydroxy acids (AHAs) or beta-hydroxy acids (BHAs) one to two times per week. Avoid over-exfoliating, as it can cause irritation and dryness.\n",
+      "\n",
+      "Section 3: Hydrate Properly\n",
+      "Drinking plenty of water throughout the day is crucial for maintaining healthy, hydrated skin. Keep a water bottle with you at all times to ensure you consume enough fluids throughout the day. Apply an adequate amount of facial moisturizer after cleansing and toning to lock in hydration and protect your skin from environmental stressors.\n",
+      "\n",
+      "Section 4: Use Brightening Products\n",
+      "Brightening products, such as vitamin C serums or light-diffusing primers, can help address dullness and darker areas of the complexion. Look for products containing ingredients like licorice extract, caffeine, or niacinamide, which have a brightening effect on the skin. Apply these products to your face after cleansing and toning for optimal results.\n",
+      "\n",
+      "Section 5: Protect Your Skin from the Sun\n",
+      "UV rays can accelerate aging and cause dullness in your skin. Use a broad-spectrum sunscreen with an SPF of at least 30 whenever you go out, even on cloudy days or during winter. Apply it 15 minutes before exposure to the sun and reapply every two hours or immediately after swimming or sweating.\n",
+      "\n",
+      "Section 6: Get Enough Sleep\n",
+      "Lack of sleep can lead to dull-looking skin, dark circles, and puffiness. Aim for at least seven to nine hours of sound sleep each night. Establish a consistent sleep schedule and create a relaxing bedtime routine to help improve the quality of your sleep.\n",
+      "\n",
+      "Conclusion:\n",
+      "By following these tips consistently, you can achieve a brighter, more radiant complexion. Remember, patience is key, as it may take some time for the full effects of these methods to become apparent. Be gentle with your skin and never hesitate to consult a dermatologist if any concerns persist. Keep smiling and stay beautiful!\n"
+     ]
+    }
+   ],
+   "source": [
+    "from openai import OpenAI\n",
+    "\n",
+    "client = OpenAI(\n",
+    "    base_url = 'http://localhost:11434/v1',\n",
+    "    api_key='ollama', # required, but unused\n",
+    ")\n",
+    "\n",
+    "response = client.chat.completions.create(\n",
+    "  model=\"llama2\",\n",
+    "  messages=[\n",
+    "    {\"role\": \"system\",    \"content\": \"You are a helpful assistant.\"},\n",
+    "    {\"role\": \"user\",      \"content\": \"how to makes my face skin more bright?\"}\n",
+    "  ]\n",
+    ")\n",
+    "print(response.choices[0].message.content)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "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": "3.14.0"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

Class1/class1/Task3.1_LangChain.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5261f590",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "User prompt: How to cook Paella?\n",
+      "Model answer: \n",
+      "Paella is a traditional Spanish dish that originated in the Valencia region. It is a savory rice dish made with a variety of ingredients, including meats, vegetables, and spices. Here is a basic recipe for cooking paella:\n",
+      "\n",
+      "Ingredients:\n",
+      "\n",
+      "* 1 cup uncooked white rice\n",
+      "* 2 cups water\n",
+      "* 1 tablespoon olive oil\n",
+      "* 1 onion, diced\n",
+      "* 2 cloves garlic, minced\n",
+      "* 1 pound chicken, cut into bite-sized pieces\n",
+      "* 1 pound shrimp, peeled and deveined\n",
+      "* 1 red bell pepper, diced\n",
+      "* 1 green pepper, diced\n",
+      "* 1 small tomato, diced\n",
+      "* 1 teaspoon smoked paprika (optional)\n",
+      "* Salt and pepper, to taste\n",
+      "* Fresh parsley, chopped (optional)\n",
+      "\n",
+      "Instructions:\n",
+      "\n",
+      "1. Heat the olive oil in a large, shallow pan over medium-high heat. Add the diced onion and cook until softened, about 5 minutes.\n",
+      "2. Add the minced garlic and cook for an additional 1-2 minutes, until fragrant.\n",
+      "3. Add the chicken and cook until browned on all sides, about 5-7 minutes. Remove from the pan and set aside.\n",
+      "4. Add the shrimp to the pan and cook until pink and fully cooked, about 3-4 minutes. Remove from the pan and set aside with the chicken.\n",
+      "5. Add the diced red and green peppers to the pan and cook until tender, about 5 minutes.\n",
+      "6. Add the diced tomato to the pan and cook for an additional 2-3 minutes, until slightly softened.\n",
+      "7. Stir in the smoked paprika (if using) and cook for 1-2 minutes, until fragrant.\n",
+      "8. Add the uncooked rice to the pan and stir to combine with the vegetables and spices. Cook for 2-3 minutes, until the rice is lightly browned.\n",
+      "9. Pour in the water and bring the mixture to a boil. Reduce the heat to low and cover the pan with a lid, simmering for 18-20 minutes, or until the rice is cooked and the liquid has been absorbed.\n",
+      "10. Once the paella is cooked, remove it from the heat and let it rest for 5-10 minutes before serving. Garnish with chopped fresh parsley (if desired) and serve hot.\n",
+      "\n",
+      "Enjoy your delicious homemade paella!\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Example: Using LCEL to reproduce a \"Basic Prompting\" scenario\n",
+    "from langchain_core.prompts import PromptTemplate\n",
+    "from langchain_core.output_parsers import StrOutputParser\n",
+    "from langchain_core.runnables import RunnablePassthrough\n",
+    "from langchain_community.chat_models import ChatOllama \n",
+    "\n",
+    "# 2. Define the prompt\n",
+    "prompt = PromptTemplate.from_template(\n",
+    "    \"{topic}\"\n",
+    ")\n",
+    "\n",
+    "# 3. Define the model\n",
+    "model = ChatOllama(model = \"llama2\")  # Using Ollama2 \n",
+    "\n",
+    "# 4. Chain the components together using LCEL\n",
+    "chain = (\n",
+    "    # LCEL syntax: use the pipe operator | to connect each step\n",
+    "    {\"topic\": RunnablePassthrough()}  # Accept user input\n",
+    "    | prompt                          # Transform it into a prompt message\n",
+    "    | model                           # Call the model\n",
+    "    | StrOutputParser()               # Parse the output as a string\n",
+    ")\n",
+    "\n",
+    "# 5. Execute\n",
+    "Qestion = \"How to cook Paella?\"   # Define your question here\n",
+    "result = chain.invoke({\"topic\": Qestion})\n",
+    "print(\"User prompt:\", Qestion)\n",
+    "print(\"Model answer:\", result)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "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": "3.14.0"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

Class1/class1/claude_desktop_config.json

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+{
+    "mcpServers": {
+      "brave-search": {
+        "command": "npx",
+        "args": [
+          "-y",
+          "@modelcontextprotocol/server-brave-search"
+        ],
+        "env": {
+          "BRAVE_API_KEY": "${BRAVE_API_KEY}"
+        }
+      },
+      "github": {
+        "command": "npx",
+        "args": [
+          "-y",
+          "@modelcontextprotocol/server-github"
+        ],
+        "env": {
+          "GITHUB_PERSONAL_ACCESS_TOKEN": "${GITHUB_PERSONAL_ACCESS_TOKEN}"
+        }
+      },
+      "puppeteer": {
+        "command": "npx",
+        "args": [
+          "-y",
+          "@modelcontextprotocol/server-puppeteer"
+        ]
+      },
+      "memory": {
+        "command": "npx",
+        "args": [
+          "-y",
+          "@modelcontextprotocol/server-memory"
+        ]
+      },
+      "everything": {
+        "command": "npx",
+        "args": [
+          "-y",
+          "@modelcontextprotocol/server-everything"
+        ]
+      },
+      "filesystem": {
+        "command": "npx",
+        "args": [
+          "-y",
+          "@modelcontextprotocol/server-filesystem",
+          "C:\\Users\\keanu"
+        ]
+      },
+      "sequential-thinking": {
+        "command": "npx",
+        "args": [
+          "-y",
+          "@modelcontextprotocol/server-sequential-thinking"
+        ]
+      },
+      "notion": {
+        "command": "npx",
+        "args": [
+          "-y",
+          "@suekou/mcp-notion-server"
+        ],
+        "env": {
+          "NOTION_API_TOKEN": "${NOTION_API_TOKEN}"
+        }
+      }
+    }
+  }
+

class2/Tesseract/chi_characters.txt

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+uodeen SKUMuAau
+
+Joydeem 大 容 量 和 面 机 HMJ-A501 智 能 揉 面 机 全 自 动
+接 面 机 恒 温 发 酵 304 不 锈 钢 压 面 醒 面 一 体 5L
+
+5L 大 容 量 , 智 能 接 面 , 省 时 省 力
+
+CAS169.00 csszaree
+
+E
+
+用 动 后 CASI000 | Sing ece
+
+。 仿 手 工 押 招 西 , 轻 松 探 出 井 光 雨 团 , 外 表 光 温 , 内 里 炼 道
+。 佰 湘 腾 发 , 省 阡 省 力 , 与 日 轻 林 刹 作 深 木 团
+
+。 5 大 容 蛎 , 一 次 史 接 4 8 厂 团 , 海 居 全 家 羔 胎 需 永
+
+十 字 颖 菊 设 计 , 面 团 命 力 的 下 , 中 泓 扬 租 林
+
+。 贺 炎 不 锋 锭 积 西 椿 积 面 刀 , 材 质 坂 国 酒 用 , 俊 用 宇
+
+。 轻 林 技 卵 , 海 河 炳 简 单 , 抖 分 不 贺 力 , 易 法 年 葛 洗
+
+。 宝 居 电 机 支 林 , 稿 国 刹 闹 , 金 居 淅 轶 村 , 相 命 长 , 里 租 音
+。 120V 息 压 , 免 诊 贺 选 坤 加 孩 大 埃 内
+
+。 症 出 真 着 2 中 文 说 用 书 资 文 议 甫

class2/Tesseract/output.txt.txt

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+IB learner profile
+
+The aim of all IB programmes is to develop internationally minded people who, recognizing their
+common humanity and shared guardianship of the planet, help to create a better and more peaceful world.
+
+As IB learners we strive to be:
+
+INQUIRERS
+
+We nurture our curiosity, developing skils for inquiry and
+research, We know how to leam independently and with others.
+We learn with enthusiasm and sustain our love of learning
+throughout ife.
+
+KNOWLEDGEABLE
+
+We develop and use conceptual understanding, exploring
+knowledge across a range of disciplines We engage with issues
+and ideas that have local and global significance.
+
+THINKERS
+
+We use critical and creative thinking skill to analyse and take
+responsible action on complex problems. We exercise initiative in
+making reasoned, ethical decisions.
+
+COMMUNICATORS
+
+We express ourselves confidently and creatively in more than
+onelanguage and in many ways. We collaborate effectively,
+listening carefully to the perspectives of other individuals and
+groups.
+
+PRINCIPLED
+
+We act with integrity and honesty, with a strong sense of fairness
+and justice, and with respect for the dignity and rights of people
+everywhere. We take responsibility for our actions and their
+consequences.
+
+OPEN-MINDED
+
+We artically appreciate our own cultures and personal histories, as
+wellas the values and traditions of others. We seek and evaluate a
+range of points of view, and we are wiling to grow from the
+experience.
+
+CARING
+
+We show empathy, compassion and respect. We have a
+commitment to service, and we act to make a positive difference
+inthe lives of others and in the world around us.
+
+RISK-TAKERS
+
+We approach uncertainty with forethoughtand determination;
+wework independently and cooperatively to explore new ideas
+and innovative strategies. We are resourceful and resiient in the
+face of challenges and change.
+
+BALANCED
+
+We understand the importance of balancing different aspects of
+our lives—intellectual, physical, and emotional—toachieve
+wellbeing for ourselves and others We recognize our interdependence
+with other people and with the world in which we live.
+
+REFLECTIVE
+
+We thoughtfully consider the world and our own ideas and
+experience. We work to understand our strengths and weaknesses
+in order o support our learning and personal development.
+
+The IB learner profile represents 10 attributes valued by IB World Schools. We believe these attributes, and others like
+them, can help individuals and groups become responsible members of local, national and global communities.