| IT |
気になる、記になる… |
NTTドコモ、au回線に切り替えて利用出来る｢副回線サービス｣を提供開始 |
https://taisy0.com/2023/06/01/172368.html
|
提供開始 |
2023-05-31 22:55:06 |
| IT |
気になる、記になる… |
楽天モバイル、｢Rakuten 最強プラン｣を本日より提供開始 |
https://taisy0.com/2023/06/01/172366.html
|
rakuten |
2023-05-31 22:53:09 |
| IT |
気になる、記になる… |
Apple、｢Safari Technology Preview 171｣をリリース |
https://taisy0.com/2023/06/01/172364.html
|
apple |
2023-05-31 22:30:53 |
| IT |
気になる、記になる… |
Apple、開発者に対し｢macOS 13.5 beta 2｣をリリース |
https://taisy0.com/2023/06/01/172361.html
|
apple |
2023-05-31 22:20:49 |
| IT |
気になる、記になる… |
Apple、開発者に対し｢iOS 16.6 beta 2｣や｢iPadOS 16.6 beta 2｣などを配信開始 |
https://taisy0.com/2023/06/01/172359.html
|
apple |
2023-05-31 22:18:50 |
| IT |
ITmedia 総合記事一覧 |
[ITmedia News] Twitter、画像に「コミュニティノート」 拡散されたすべてに表示を目指す |
https://www.itmedia.co.jp/news/articles/2306/01/news070.html
|
itmedianewstwitter |
2023-06-01 07:10:00 |
| AWS |
AWS Partner Network (APN) Blog |
Reduce Asset Downtime and Optimize Performance Using Flutura Cerebra on AWS |
https://aws.amazon.com/blogs/apn/reduce-asset-downtime-and-optimize-performance-using-flutura-cerebra-on-aws/
|
Reduce Asset Downtime and Optimize Performance Using Flutura Cerebra on AWSEnergy and process manufacturers are looking for mechanisms to predict asset breakdowns well before actual asset failure Learn how Flutura s solution Cerebra addresses these challenges by using a strong data foundation collecting and processing data from a variety of assets at scale Cerebra employs AI ML models along with scalable AWS services to mitigate unplanned downtime optimize asset performance and improve asset reliability |
2023-05-31 22:03:56 |
| 技術ブログ |
Developers.IO |
2023 年 5 月の AWS テクニカルサポートノートまとめ |
https://dev.classmethod.jp/articles/summary-of-aws-technical-support-notes-for-may-2023/
|
cloudwatch |
2023-05-31 22:56:33 |
| 海外TECH |
DEV Community |
Introduction to Cloud Computing and Deployment Strategies |
https://dev.to/ishanbagchi/introduction-to-cloud-computing-and-deployment-strategies-d12
|
Introduction to Cloud Computing and Deployment StrategiesCloud computing has revolutionized the way we build deploy and scale applications By leveraging cloud services developers can tap into vast computing resources storage capabilities and ready to use services empowering them to focus on creating innovative solutions In this blog post we will explore the fundamentals of cloud computing and discuss deployment strategies that enable efficient and scalable application delivery Understanding Cloud Computing Definition and key characteristics of cloud computing Benefits of cloud computing such as scalability cost efficiency and flexibility Different cloud service models Infrastructure as a Service IaaS Platform as a Service PaaS and Software as a Service SaaS Overview of popular cloud providers like Amazon Web Services AWS Microsoft Azure and Google Cloud Platform GCP Cloud Deployment Models Public Cloud Advantages and considerations when using public cloud services Private Cloud Benefits and use cases for private cloud deployments Hybrid Cloud Combining the strengths of public and private clouds for optimal performance and security Cloud Deployment Strategies Lift and Shift Migrating existing applications to the cloud without significant modifications Cloud Native Designing applications from scratch to leverage cloud native features and scalability Microservices Breaking down applications into smaller loosely coupled services for better scalability and maintainability Serverless Exploring the serverless paradigm and its benefits for event driven architectures Containers Introduction to containerization using tools like Docker and Kubernetes for seamless deployment and management Continuous Integration and Continuous Deployment CI CD Overview of CI CD principles and their importance in cloud deployments Setting up CI CD pipelines to automate application building testing and deployment Tools and services for CI CD such as Jenkins Travis CI and GitLab Security and Compliance in the Cloud Key security considerations when working with cloud infrastructure Identity and access management encryption and data privacy in the cloud Complying with regulatory requirements such as GDPR or HIPAA Monitoring and Scaling in the Cloud Leveraging cloud monitoring tools to gain insights into application performance and resource utilization Autoscaling strategies to ensure applications can handle varying traffic loads Techniques for optimizing costs while maintaining performance and availability Conclusion Cloud computing has become an integral part of modern software development offering a wide range of benefits and opportunities By understanding the basics of cloud computing and deployment strategies developers can make informed decisions and build scalable resilient and cost effective applications Embrace the power of the cloud and unlock the potential for innovation in your projects Remember this blog post serves as an introduction and there s much more to explore within each subtopic Keep learning experimenting and adapting to the evolving landscape of cloud computing to stay ahead in the ever changing world of technology |
2023-05-31 22:35:57 |
| 海外TECH |
DEV Community |
Build a Basketball SMS Chatbot with LangChain Prompt Templates in Python |
https://dev.to/twilio/build-a-basketball-sms-chatbot-with-langchain-prompt-templates-in-python-5dld
|
Build a Basketball SMS Chatbot with LangChain Prompt Templates in PythonAs I ve played with the OpenAI API and DALL·E and fine tuning models and gotten more into ML developers I meet as well as my wonderful coworker Craig Dennis who advised me on this tutorial keep telling me to use LangChain a powerful and flexible framework for developing applications powered by language models Read on to learn how to build an SMS chatbot using LangChain prompt templates OpenAI Twilio Programmable Messaging and Python Large Language ModelsLarge Language Models are trained on large quantities of textual data i e in ChatGPT s case the entire internet up to so you can provide more context or data that the model is missing with prompt engineering and Prompt Templates more on those later to produce human like responses to dialogue or other natural language inputs To yield these natural language responses LLMs use deep learning DL models which use multi layered neural networks to process analyze and make predictions with complex data LangChainLangChain came out late last year and already has over stars on GitHub and a thriving community of contributors It is many things but ultimately at its core is an open source framework that simplifies the development of applications using large language models LLMs like OpenAI or Hugging Face Developers can use it for chatbots Generative Question Answering GQA summarization and more With LangChain developers can “chain together different LLM components to create more advanced use cases around LLMs Chains can consist of multiple components from several modules Prompt Templates Prompt templates are templates for different types of prompts Like “chatbot style templates ELI question answering etcLLMs Large language models like GPT Hugging Face BLOOM etcAgents Agents use LLMs to decide what actions should be taken Tools like web search or calculators can be used and all are packaged into a logical loop of operations Memory Short term memory long term memory LangChain recognizes the power of prompts and has built an entire set of objects for them It also provides a wrapper around different LLMs so you can easily change models swapping them out with different templates The chat model could be different but running and calling it is the same a very Java like concept LangChain Twilio ToolRecently LangChain came out with a Twilio tool so your LangChain Agents are able to send text messages For example your LLM can understand the input in natural language but Agents can let you complete different tasks like calling an API You ll need your own Twilio credentials and to install it with pip install twilio The code for the tool would look something like this from langchain utilities twilio import TwilioAPIWrappertwilio TwilioAPIWrapper account sid YOUR ACCOUNT SID auth token YOUR TWILIO AUTH TOKEN from number YOUR TWILIO NUMBER twilio run hello world NUMBER TO TEXT This tutorial will however show you how to use LangChain Prompt Templates with Twilio to make a SMS chatbot LangChain Prompt Templates Prompts refer to the input to the model and are usually not hard coded but are more often constructed from multiple components A Prompt Template helps construct this input LangChain provides several classes and functions to make constructing and working with prompts easy Prompts being input to LLMs are often structured in different ways so that we can get different results For Q amp A you could take a user s question and reformat it for different Q amp A styles like conventional Q amp A a bullet list of answers or even a summary of problems relevant to the given question You can read more about prompts here in the LangChain documentation Prompt templates offer a reproducible way to generate a prompt Like a reusable HTML template you can share test reuse and iterate on it and it will update When you update a prompt template it updates for anyone else using it or the whole set of apps that could use it Prompt templates contain a text string AKA “the template that can take in a set of parameters from the user and generate a prompt Importing and initializing a LangChain PromptTemplate class would look like so from langchain import PromptTemplatetemplate Question question Answer prompt PromptTemplate template template input variables question user questionquestion Which NBA team won the finals in Since OpenAI LLMs lack data after September its models can t answer anything that occurred after without additional context Prompt templates help provide additional context but differ from fine tuning fine tuning is like coaching the model with new data to get certain output but prompt engineering with Prompt Templates provides the model specific data to help it get the output you want Let s use this template to build the chatbot PrerequisitesA Twilio account sign up for a free one hereA Twilio phone number with SMS capabilities learn how to buy a Twilio Phone Number hereOpenAI Account make an OpenAI Account herePython installed download Python herengrok a handy utility to connect the development version of our Python application running on your machine to a public URL that Twilio can access ️ngrok is needed for the development version of the application because your computer is likely behind a router or firewall so it isn t directly reachable on the Internet You can also choose to automate ngrok as shown in this article ConfigurationSince you will be installing some Python packages for this project you will need to make a new project directory and a virtual environment If you re using a Unix or macOS system open a terminal and enter the following commands mkdir lc sms cd lc sms python m venv venv source venv bin activate pip install langchain pip install openaipip install Flaskpip install twiliopip install load dotenvIf you re following this tutorial on Windows enter the following commands in a command prompt window mkdir lc sms cd lc sms python m venv venv venv Scripts activate pip install langchainpip install openaipip install Flaskpip install twiliopip install load dotenvThe last command uses pip the Python package installer to install the three packages that you are going to use in this project which are The OpenAI Python client library to send requests to OpenAI s GPT engine You could also use a different LLM listed here in the LangChain docs The Twilio Python Helper library to work with SMS messages The Flask framework to create the web application in Python The load dotenv library to load environment variables from a env fileThe LangChain library to building applications with LLMs through composabilityAs mentioned above this project needs an OpenAI API Key to use the LangChain endpoints to OpenAI After making an OpenAI account you can get an OpenAI API Key here by clicking on Create new secret key The Python application will need to have access to this key so we are going to make a env file where the API key can safely be stored The application we create will be able to import this key as an environment variable soon Create a env file in your project s root directory and enter the following line of text making sure to replace lt OPENAI API KEY gt with your actual key OPENAI API KEY lt YOUR OPENAI KEY gt Make sure that the OPENAI API KEY is safe and that you don t expose your env file in a public location such as GitHub Now your Flask app will need to be visible from the web so Twilio can send requests to it ngrok lets you do this with ngrok installed run ngrok http in a new terminal tab in the directory your code is in You should see the screen above Grab that ngrok Forwarding URL to configure your Twilio number select your Twilio number under Active Numbers in your Twilio console scroll to the Messaging section and then modify the phone number s routing by pasting the ngrok URL in the textbox corresponding to when A Message Comes In as shown below Click Save and now your Twilio phone number is configured so that it maps to your web application server running locally on your computer Let s build that application now Generate text through LangChain with OpenAI in Python via SMSInside your lc sms directory make a new file called app py Copy and paste the following code into app py to start off the ChatGPT like SMS app to import the required libraries from flask import Flask request redirectfrom dotenv import load dotenvfrom twilio twiml messaging response import MessagingResponsefrom langchain llms import OpenAIfrom langchain import PromptTemplateimport osThen make the OpenAI LLM object which could be another LLM this is where LangChain can make reusability easier passing it the model name and API key from the env file and create a Flask application load dotenv llm OpenAI model name text davinci openai api key os environ get OPENAI API KEY app Flask name Make the start of the sms webhook containing a TwiML response to respond to inbound SMS with app route sms methods GET POST def sms reply Start our TwiML response resp MessagingResponse Add the following template code below to help shape the queries and answers from the LLM In this tutorial it s Warriors basketball themed Yes I know the NBA Finals are the Heat versus the Nuggets A girl can dream template Answer the question based on the context below If the question cannot be answered using the information provided answer with I don t know but the Warriors are the best team in the NBA Context Steph Curry has won NBA Finals series His Golden State Warriors defeated the Cleveland Cavaliers three times and the Boston Celtics once In Steph Curry and the Warriors defeated the Cleveland Cavaliers The Cavs featured LeBron James Kyrie Irving and not much else In Steph Curry Kevin Durant and the Warriors defeated the Cavs again The Cavs still had Lebron and Kyrie In the Warriors featuring Steph and KD again defeated the Cavs for the third time in four years The Cavs still had Kyrie and Lebron In Steph and the Warriors defeated the Boston Celtics for his fourth title The Celtics featured Jayson Tatum and Jaylen Brown Steph Curry and the Golden State Warriors lost one NBA Finals series to the Cleveland Cavaliers and one to the Toronto Raptors In Steph Klay Draymond and the rest of the Warriors lost to the Cleveland Cavaliers The Cavs starred LeBron James and Kyrie Irving In the Steph and the Warriors missing an injured KD lost to the Toronto Raptors The Raptors featured Kawhi Leonard in his only season in Canada alongside Kyle Lowry and Pascal Siakham Steph Curry has only won one NBA Finals MVP up to this point in his career In Steph Curry averaged points rebounds and assists per game to win the MVP award in the Warriors game defeat of the Boston Celtics In Andre Iguodala won the MVP in the Warriors defeat of the Cavs In both amp Kevin Durant was Finals MVP in the Warriors victories over the Cavs Steph Curry s NBA Finals record puts him ahead of many NBA greats including Larry Bird and LeBron James Steph still comes up short of the greatest NBA Finals winners including Bill Russell and Michael Jordan Question query Answer basketball query template PromptTemplate input variables query template template Get the user s question via inbound text message print out the answer by passing the question to the prompt template and formatting it and then pass that to Twilio as the text message to send back to the user question request form Body lower strip print llm basketball query template format query question resp message openai basketball query template format query question return str resp if name main app run debug True In a new terminal tab while the other terminal tab is still running ngrok http run python app py You can now text your Twilio number questions about the Warriors because we provided the model Warriors context configured from above The complete code can be found here on GitHub What s Next for Twilio and LangChainLangChain can be used for chatbots not just Warriors basketball themed chaining different tasks Generative Question Answering GQA summarization and so much more Stay tuned to the Twilio blog for more LangChain and Twilio content and let me know online what you re building with AI Twitter lizziepikaGitHub elizabethsiegleEmail lsiegle twilio com |
2023-05-31 22:00:33 |
| 海外科学 |
NYT > Science |
An Appeals Court Gave the Sacklers Legal Immunity. Here’s What the Ruling Means. |
https://www.nytimes.com/2023/05/31/health/sackler-family-immunity-opioids.html
|
An Appeals Court Gave the Sacklers Legal Immunity Here s What the Ruling Means In return for the shield the billionaire owners of Purdue Pharma are committed to paying up to billion to help compensate communities and individuals for the ravages of the opioid epidemic |
2023-05-31 22:33:59 |
| 海外科学 |
NYT > Science |
FDA Approves Pfizer’s RSV Vaccine for Adults 60 and Older |
https://www.nytimes.com/2023/05/31/health/fda-rsv-vaccine-older-adults.html
|
pfizer |
2023-05-31 22:35:58 |
| 海外科学 |
NYT > Science |
NASA UFO Panels Says It’s Pushing U.S. To Collect Better Data |
https://www.nytimes.com/2023/05/31/us/politics/nasa-ufo-hearing.html
|
anomalous |
2023-05-31 22:32:22 |
| 金融 |
金融総合：経済レポート一覧 |
FX Daily（5月30日）～本邦当局、「三者会談」で上値抑える |
http://www3.keizaireport.com/report.php/RID/539633/?rss
|
fxdaily |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
国内銀行の資産・負債等（銀行勘定）（2023年4月末） |
http://www3.keizaireport.com/report.php/RID/539634/?rss
|
日本銀行 |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
決済動向（2023年4月） |
http://www3.keizaireport.com/report.php/RID/539635/?rss
|
日本銀行 |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
株価3万円に隠れた日銀政策と円安効果～まだ好循環は織り込まれず：Economic Trends |
http://www3.keizaireport.com/report.php/RID/539643/?rss
|
economictrends |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
今回も機能した日本株（半導体）の先行指標（4月鉱工業生産）：経済の舞台裏 |
http://www3.keizaireport.com/report.php/RID/539644/?rss
|
先行指標 |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
悪い円安論は再び高まるか～昨年の為替介入ポイントが近づく...：木内登英のGlobal Economy ＆ Policy Insight |
http://www3.keizaireport.com/report.php/RID/539646/?rss
|
lobaleconomypolicyinsight |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
「金融サービス利用者相談室」における相談等の受付状況等（期間：令和5年1月1日～同年3月31日） |
http://www3.keizaireport.com/report.php/RID/539653/?rss
|
金融サービス |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
DBJ Monthly Overview 2023年6月号～経済動向、マーケット動向、産業動向。トピックス：エネルギー危機が脱炭素先進国ドイツの製造業に及ぼす影響... |
http://www3.keizaireport.com/report.php/RID/539664/?rss
|
dbjmonthlyoverview |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
初会合から読み取る植田日銀の政策運営：今月のトピックスNo.398 |
http://www3.keizaireport.com/report.php/RID/539666/?rss
|
日本政策投資銀行 |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
財務省・金融庁・日銀の3者会合で円安は一服か：市川レポート |
http://www3.keizaireport.com/report.php/RID/539680/?rss
|
三井住友 |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
シリーズ「高まる地政学的リスクと日本経済」第5回 新時代の日本の金融システム |
http://www3.keizaireport.com/report.php/RID/539683/?rss
|
地政学的リスク |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
韓国の生命保険市場の現状～2021年と2022年のデータを中心に：保険・年金フォーカス |
http://www3.keizaireport.com/report.php/RID/539700/?rss
|
生命保険 |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
2023年6月の政治・経済イベント～日銀は大規模金融緩和継続へ... |
http://www3.keizaireport.com/report.php/RID/539713/?rss
|
野村アセットマネジメント |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
大統領選挙後にトルコ・リラ安が加速～トレンド転換には政策や外部環境などで何らかの変化が必要：マーケットレター |
http://www3.keizaireport.com/report.php/RID/539714/?rss
|
大統領選挙 |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
吉野貴晶の『景気や株価の意外な法則』 NO46 平均給与を用いた投資指標の有効性（１） |
http://www3.keizaireport.com/report.php/RID/539715/?rss
|
吉野貴晶 |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
中国株式投資の魅力～なぜ、中国に注目するのか？... |
http://www3.keizaireport.com/report.php/RID/539716/?rss
|
日興アセットマネジメント |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
こよみ Vol.172「その金額で買えないの？」基準価額の算出タイミングのフシギ。 |
http://www3.keizaireport.com/report.php/RID/539717/?rss
|
日興アセットマネジメント |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
タイ中銀、景気回復がインフレ圧力となることを警戒して追加利上げ～政局を巡る不透明感が長引く懸念も含め、バーツ相場安定のかじ取りが困難になる可能性もくすぶる：Asia Trends |
http://www3.keizaireport.com/report.php/RID/539723/?rss
|
asiatrends |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
「DX銘柄2023」「DX注目企業2023」「DXプラチナ企業2023-2025」を選定しました！ |
http://www3.keizaireport.com/report.php/RID/539733/?rss
|
経済産業省 |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
預金口座の不正利用に係る情報提供件数等について |
http://www3.keizaireport.com/report.php/RID/539734/?rss
|
情報提供 |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
【注目検索キーワード】伴走支援 |
http://search.keizaireport.com/search.php/-/keyword=伴走支援/?rss
|
検索キーワード |
2023-06-01 00:00:00 |
| 金融 |
金融総合：経済レポート一覧 |
【お薦め書籍】1300万件のクチコミでわかった超優良企業 |
https://www.amazon.co.jp/exec/obidos/ASIN/4492534628/keizaireport-22/
|
転職 |
2023-06-01 00:00:00 |
| ニュース |
BBC News - Home |
Girl, 12, and boy, 17, die after Bournemouth beach incident |
https://www.bbc.co.uk/news/uk-england-dorset-65771464?at_medium=RSS&at_campaign=KARANGA
|
beach |
2023-05-31 22:47:15 |
| ニュース |
BBC News - Home |
US actor Danny Masterson found guilty on two rape counts |
https://www.bbc.co.uk/news/world-us-canada-65772615?at_medium=RSS&at_campaign=KARANGA
|
hollywood |
2023-05-31 22:08:41 |
| ニュース |
BBC News - Home |
Sevilla 1-1 Roma (4-1 on pens): Gonzalo Montiel scores winning penalty as La Liga side lift seventh Europa League |
https://www.bbc.co.uk/sport/football/65752974?at_medium=RSS&at_campaign=KARANGA
|
Sevilla Roma on pens Gonzalo Montiel scores winning penalty as La Liga side lift seventh Europa LeagueSevilla claim a record extending seventh Europa League title as they beat Roma on penalties at a raucous Puskas Arena in Budapest |
2023-05-31 22:35:23 |
| ニュース |
BBC News - Home |
French Open 2023: Novak Djokovic stands by Kosovo message after criticism |
https://www.bbc.co.uk/sport/tennis/65772962?at_medium=RSS&at_campaign=KARANGA
|
French Open Novak Djokovic stands by Kosovo message after criticismNovak Djokovic has stood by the political message he wrote on a camera lens about Kosovo saying it is an issue he stands for |
2023-05-31 22:49:38 |
| マーケティング |
MarkeZine |
65％がアカウントのユーザー名とパスワード管理に課題、Oktaが世界の消費者2万人超に調査 |
http://markezine.jp/article/detail/42387
|
課題 |
2023-06-01 07:30:00 |
| マーケティング |
MarkeZine |
Google広告、ジェネレーティブAIを活用した新たな機能を発表 |
http://markezine.jp/article/detail/42413
|
google |
2023-06-01 07:15:00 |
| IT |
週刊アスキー |
吉野家で夏の人気「麦とろ」シリーズが本日スタート 新商品「冷汁」も加わり充実 |
https://weekly.ascii.jp/elem/000/004/138/4138990/
|
夏季限定 |
2023-06-01 07:30:00 |
| ニュース |
THE BRIDGE |
Microsoft CTO、Azureに実装された新技術「AIコパイロット」を披露〜カンファレンス「Build 2023」 |
https://thebridge.jp/2023/06/microsoft-cto-tells-devs-to-do-legendary-things-with-ai-at-2023-build-conference
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MicrosoftCTO、Azureに実装された新技術「AIコパイロット」を披露カンファレンス「Build」月日に開催されたカンファレンス「Build」で、Microsoftは、開発者がAIを構築するための大規模なアップデートと新しい取り組みを発表した。 |
2023-05-31 22:15:23 |
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