投稿時間:2023-06-23 17:29:01 RSSフィード2023-06-23 17:00 分まとめ(32件)

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TECH Techable(テッカブル) 共同通信グループの2社、ビジネスのアイデア発想を支援。オンラインサービス「AIDEL」試行版登場 https://techable.jp/archives/212023 aidel 2023-06-23 07:00:16
AWS AWS Japan Blog Amazon SageMaker、Amazon OpenSearch Service、Streamlit、LangChain を使った質問応答ボットの構築 https://aws.amazon.com/jp/blogs/news/build-a-powerful-question-answering-bot-with-amazon-sagemaker-amazon-opensearch-service-streamlit-and-langchain/ AmazonSageMaker、AmazonOpenSearchService、Streamlit、LangChainを使った質問応答ボットの構築エンタープライズ企業における生成系AIと大規模言語モデルLLMの最も一般的な用途のつは、企業の知識コーパスに基づいた質問応答です。 2023-06-23 07:48:16
python Pythonタグが付けられた新着投稿 - Qiita Fletで簡単なお絵かきアプリを作ってみた https://qiita.com/kiiiiwy/items/01692da0df561c078cd8 hello 2023-06-23 16:36:47
python Pythonタグが付けられた新着投稿 - Qiita CodeSandbox が Rust や Python など様々な言語に対応したので Qiita に埋め込んでみた https://qiita.com/wataru86/items/c8b9b8a1262a888889fc codesandbox 2023-06-23 16:04:22
AWS AWSタグが付けられた新着投稿 - Qiita AWS CLIでRoute53のHosted ZoneにサブドメインのNSレコードを登録しよう https://qiita.com/miyabiz/items/9f30532c185b32f19388 awscli 2023-06-23 16:57:47
Docker dockerタグが付けられた新着投稿 - Qiita Docker環境のmysqlで日本語入力ができないときの対処法 https://qiita.com/shin0909/items/3193fd96f90f2b5f758c docker 2023-06-23 16:47:10
Docker dockerタグが付けられた新着投稿 - Qiita DockerでRails環境構築 https://qiita.com/kanaji-r/items/2d777dadfaf979eeb6cb gemfilegemfilesource 2023-06-23 16:43:53
Docker dockerタグが付けられた新着投稿 - Qiita php:8.2-fpmのdocker imageでapt-getしたらエラーが出まくった https://qiita.com/htanaka0828/items/517b2fbb930d3c5194c2 dockerimage 2023-06-23 16:39:16
Git Gitタグが付けられた新着投稿 - Qiita 社内で「GitでPullRequestする為に​最低限知っておきたい事」ってお題でgitの説明会を開催した https://qiita.com/atakig/items/d1a60c126a6ba2a66f35 pullrequest 2023-06-23 16:03:49
Ruby Railsタグが付けられた新着投稿 - Qiita DockerでRails環境構築 https://qiita.com/kanaji-r/items/2d777dadfaf979eeb6cb gemfilegemfilesource 2023-06-23 16:43:53
海外TECH DEV Community Pros and Cons of Working as a Software Engineer https://dev.to/devlazar/pros-and-cons-of-working-as-a-software-engineer-2259 Pros and Cons of Working as a Software EngineerHey all So I ve been working in the IT industry for four and a half years I worked on a dozen different projects ten different clients and thought about sharing the pros and cons of being a Software Engineer by explaining companies and clients employers that you could be working with for This is my experience as well as the experience of my close colleagues not a generalization Types of Companies CorporatePros Professional Development Opportunities Large corporations often have well structured training programs mentorship initiatives and career development resources in place These resources can help employees enhance their skills acquire new knowledge and advance their careers within the organization Networking and Collaboration Corporate environments offer opportunities for networking and collaboration with a diverse group of professionals Working alongside experienced colleagues from different departments and backgrounds can broaden your perspective foster innovation and provide valuable connections for future career growth Competitive Compensation and Benefits Many corporate environments offer competitive salary packages and comprehensive benefits including health insurance retirement plans paid time off lazy bags PS gym membership and various employee perks Established Processes and Resources Large corporations often have well established processes tools and resources in place to support employees in their work Cons Slow Career Advancement In a corporate setting career advancement may be slower than in smaller more agile organizations Promotion and improvement may be subject to strict criteria seniority based systems or limited availability of higher level positions This can lead to frustration for ambitious individuals seeking rapid growth or those who feel their contributions are not adequately recognized or rewarded Lack of Work Life Balance Even though you are in a lazy bag playing with PS during your break from work many times you feel that you lack work life balance Depending on the project client you may experience a lot of pressure to meet deadlines populate timesheets do bureaucratic chores or work overtime Limited Autonomy and Decision Making Authority Corporate environments often have a top down decision making structure where key decisions are made by higher level executives e g I waited almost months for the line Manager to find out about the issue problem I reported OutsourcingPros Diverse and Challenging Projects Working in an outsourcing company exposes employees to a wide range of projects across different industries technologies and client requirements Global Collaboration Outsourcing companies often have a global presence and work with clients from different countries This enables employees to collaborate with multicultural teams learn from diverse perspectives and gain cross cultural communication skills Exposure to Best Practices As outsourcing companies serve multiple clients they tend to follow industry best practices and standards Working in such an environment exposes employees to efficient project management methodologies quality assurance processes and cutting edge technologies Career Growth and Advancement Outsourcing companies often have structured career paths performance evaluation systems and opportunities for advancement Employees can progress through different levels of responsibility and seniority based on their skills experience and performance Cons Job Insecurity and Uncertainty Outsourcing companies often rely on client contracts for project engagements This can introduce a level of job insecurity as projects may come to an end or client priorities may change affecting the availability of work Variable Workload and Stress Working in an outsourcing company can involve handling multiple projects simultaneously each with its own timelines and client demands Balancing competing priorities and managing tight deadlines can lead to high pressure situations and increased stress levels This also depends on the client type Limited Earning Opportunities Usually the outsourcing company takes a substantial cut from the paycheck It is not unusual ーand definitely cruel ーfor the employees to take as low as of the actual money they made for the company Do not generalize this it depends on various factors country country stability company culture etc… Limited Influence on Project Decisions In an outsourcing company project decisions are often made by clients or project managers limiting the influence and autonomy of individual employees This can result in less control over project direction decision making processes and creative freedom This one is questionable and it mainly depends on the client type StartUpPros Impact and Influence Startups offer employees the opportunity to have a significant impact and influence on the company s growth and success With smaller teams and flatter hierarchies individuals often have more autonomy decision making power and the ability to shape the direction of the company Innovation and Creativity Startups are known for their innovative and creative approaches to problem solving They often encourage and foster an entrepreneurial mindset allowing employees to think outside the box experiment with new ideas and contribute to groundbreaking solutions Fast Paced and Dynamic Environment Startups thrive in a fast paced and dynamic environment This can be exhilarating for individuals who enjoy challenges and continuous learning Opportunities for Learning and Development Startups provide excellent opportunities for learning and development With limited resources employees are often required to stretch their skill sets and learn new things quickly Equity and Financial Reward In some cases startups offer employees the opportunity to receive equity in the company This can be a significant financial upside if the company experiences growth and success Cons Uncertainty and Risk The project might die tomorrow and money could run out tomorrow for various reasons In general startups operate in a highly volatile and uncertain business environment There is always a risk of failure or closure especially in the early stages Long Working Hours Startups often require long working hours and a high level of commitment The intense workload and fast paced nature of the work can lead to a poor work life balance especially in situations where resources are limited and deadlines are tight Limited Resources and Support Startups typically operate with limited resources including financial operational and human resources Role Ambiguity and Multiple Responsibilities Startups often have small teams which means employees may need to take on multiple roles and responsibilities beyond their primary expertise This can lead to role ambiguity stretched capacities and a lack of specialization Lack of Established Processes and Structure Startups are typically in the early stages of development which means they may lack well established processes systems and organizational structures Types of Clients CorporateObviously ーbut not as a rule ーcorporate client employer comes with different perks that we mentioned in the Corporate Company section the best one being development opportunities and networking knowledge sharing You have access to senior colleagues with a lot of experience and knowledge all major and necessary courses professional training and similar There is also ーmy personal opinion and experience ーone major thing that is a huge drawback of working for such a client employer and that is that everything is VERY VERY slow Slow onboarding slow decisions slow responses from the people you need slow promoting The corporate lather is very high and it takes time to climb up Overnight success is virtually impossible Start UpComes with the perks of creativity a dynamic environment faster learning and tech adoption and the possibility to make some money Of course the uncertainty about the future of the project is the biggest drawback Money can run out tomorrow and tomorrow you could be out of work ーin the worst cases the client could even postpone paying you the previous month s GovernmentIt is usually the mix of the two above with the tendency to lean more toward the Corporate side when it comes to requirements but more to the StartUp side when it comes to certainty and clarity A Start Up that adopted Corporate cultureProbably the one you should avoid the most There is a delay in communication and decision making when it comes to clarifying what is needed and what is right to do at a certain point of development There is pressure to meet VERY VERY tight deadlines There is urgency when it comes to delivery and delay when it comes to clarifying features decisions intentions Miscommunications often arise regarding decision making authority and responsibility e g Project Manager deciding or having a strong opinion on how long should the developer work on the task Everything is most of the time urgent and important Team structure changes a lot You are following standards design architecture etc… half the time and the other half you listen to the requirements and implement them blindly Initial code and architecture quality are usually not among the top two requirements In GeneralPros and Cons of Being a Software EngineerPros Lucrative SalariesContinuous LearningAbundance of OpportunitiesProblem solvingCreativitySocial impactCoffeeCons Feature MiscommunicationClient and Stakeholder ManagementVolatile Technology LandscapeUltimately the pros and cons of working as a software engineer will vary depending on individual preferences professional aspirations personal and professional habits and the specific work environment By carefully weighing these factors individuals can make informed decisions about pursuing a career in software engineering Important skills Learn how to learnLearn how to communicate on different levelsOffer solutions do not ask questionsEvaluate clients employers as much as they evaluate youKnow your valueKnow the worth of your timeManage timeManage people 2023-06-23 07:38:37
海外TECH DEV Community Top 5+ Free GitHub ChatGPT AI Templates & UI Starter Kits for 2023 https://dev.to/fredy/top-5-free-github-chatgpt-ai-templates-ui-starter-kits-for-2023-3p0h Top Free GitHub ChatGPT AI Templates amp UI Starter Kits for Chatbots have become an essential part of modern day businesses They help in providing instant customer support automating repetitive tasks and improving overall customer experience With the advancements in AI technology chatbots have become more intelligent and efficient ChatGPT is one such AI powered chatbot that has gained immense popularity in recent times In this article we will discuss the top free GitHub ChatGPT AI templates and UI starter kits for Horizon ChatGPT AI TemplateHorizon ChatGPT AI Template is the world s first open source OpenAI ChatGPT AI Template made with React NextJS and Chakra UI for creating outstanding Chat AI SaaS Apps faster It comes with over dark light frontend individual elements like buttons inputs navbars nav tabs cards or alerts giving you the freedom of choosing and combining Live preview horizon ui comDownload for free github com Chatbot UI by mckaywrigleyChatbot UI is an open source chat UI for AI models Download for free github com ChatGPT UI by WongSaangA ChatGPT web client that supports multiple users multiple languages and multiple database connections for persistent data storage Download for free github com Better ChatGPTBetter ChatGPT is the ultimate destination for anyone who wants to experience the limitless power of conversational AI With no limits and completely free to use for all our app harnesses the full potential of OpenAI s ChatGPT API to offer you an unparalleled chatbot experience Download for free github com ChatGPT Next WebOne Click to get well designed cross platform ChatGPT web UI Download for free github comThe availability of free GitHub templates and UI starter kits has made it easier than ever to develop ChatGPT based chatbots and conversational agents The resources listed above provide developers with a solid foundation whether they prefer a comprehensive starter template a Python based implementation or UI focused components Leveraging these tools in will enable developers to build intelligent and engaging chatbots pushing the boundaries of AI powered conversational experiences With the power of ChatGPT and the collaborative nature of GitHub the possibilities for innovative chatbot development are endless 2023-06-23 07:31:00
海外TECH DEV Community Managing AI-powered Java App With API Management https://dev.to/apisix/managing-ai-powered-java-app-with-api-management-12d1 Managing AI powered Java App With API ManagementIn this article we will explore how to integrate OpenAI s ChatGPT APIs with a Spring Boot application and manage the APIs using Apache APISIX an open source API gateway This integration will allow us to leverage the power of ChatGPT a state of the art language model developed by OpenAI in our Spring Boot application while APISIX will provide a robust scalable and secure way to manage the APIs OpenAI ChatGPT APIsOpenAI s ChatGPT API is a powerful tool that we can use to integrate the capabilities of the ChatGPT model into our own applications or services The API allows us to send a series of messages and receive an AI model generated message in response via REST It offers a bunch of APIs to create text responses in a chatbot code completion generate images or answer questions in a conversational interface In this tutorial we will use chat completion API to generate responses to a prompt basically we can ask anything Before starting with the tutorial you can explore the API to have an understanding of how to authenticate to the API using API keys how API request parameters and response look like A sample cURL request to chat completion API would look like this You replace OPENAI API KEY with your own API key and place it in the Authorization header while calling the API curl H Content Type application json H Authorization Bearer OPENAI API KEY d model gpt turbo messages role user content What is Apache APISIX Here s a sample JSON response id chatcmpl PtycrYOTJGvjwFQPDLCCwtOE object chat completion created model gpt turbo usage prompt tokens completion tokens total tokens choices message role assistant content Apache APISIX is a dynamic real time high performance API gateway designed to facilitate the management and routing of microservices and APIs It provides features such as load balancing rate limiting authentication authorization and traffic control all of which help to simplify the management of microservices and APIs Apache APISIX is built on top of the Nginx server and can support high levels of traffic with low latency and high availability It is open source and released under the Apache license finish reason stop index Project code exampleThe tutorial consists of two parts The first part covers the setting up Spring Boot application and creating a new API endpoint that can handle our API calls to chat completion API programmatically In the second part we will introduce APISIX features such as security and traffic control to Spring Boot API The full code examples for this tutorial are available on the GitHub repository called apisix java chatgpt openaiapi PrerequisitesBefore we start make sure you have the following Create an OpenAI API Key To access the OpenAI API you will need to create an API Key You can do this by logging into the OpenAI website and navigating to the API Key management page Docker is installed on your machine to run APISIX and Spring Boot Step Setting up your Spring Boot applicationFirst we need to set up a new Spring Boot application You can use Spring Initializr to generate a new Maven project with the necessary dependencies For this tutorial we will need the Spring Boot Starter Web dependency To integrate the ChatGPT API we will use the OpenAI Java client There is an open source community Java library It provides service classes that create and calls the OpenAI s GPT APIs client in Java Of course you can write your own implementation in Spring that interacts with OpenAI APIs too See other client libraries for different programming languages lt dependencies gt lt dependency gt lt groupId gt org springframework boot lt groupId gt lt artifactId gt spring boot starter web lt artifactId gt lt dependency gt lt dependency gt lt groupId gt com theokanning openai gpt java lt groupId gt lt artifactId gt service lt artifactId gt lt version gt lt version gt lt dependency gt lt dependencies gt Step Create a Controller classIn the ChatCompletionController java class you can use the OpenAI service to send a request to the ChatGPT API import com theokanning openai completion chat ChatCompletionChoice import com theokanning openai completion chat ChatCompletionRequest import com theokanning openai completion chat ChatMessage import com theokanning openai completion chat ChatMessageRole import com theokanning openai service OpenAiService import org springframework beans factory annotation Value import org springframework web bind annotation PostMapping import org springframework web bind annotation RequestBody import org springframework web bind annotation RestController import java util ArrayList import java util List RestControllerpublic class ChatCompletionController Value openai model private String model Value openai api key private String openaiApiKey PostMapping ai chat public String chat RequestBody String prompt OpenAiService service new OpenAiService openaiApiKey final List lt ChatMessage gt messages new ArrayList lt gt final ChatMessage systemMessage new ChatMessage ChatMessageRole USER value prompt messages add systemMessage ChatCompletionRequest chatCompletionRequest ChatCompletionRequest builder model model messages messages maxTokens build List lt ChatCompletionChoice gt choices service createChatCompletion chatCompletionRequest getChoices if choices null choices isEmpty return No response return choices get getMessage getContent Chat API endpoint ai chat handles POST requests creates a chat request and sends it to the OpenAI API Then it returns the first message from the API response Step Define application propertiesNext we provide the properties for the API like model and API key in the application properties file openai model gpt turboopenai api key YOUR OPENAI API TOKEN Step Run the Spring Boot appWe can now run the Application java and test it with Postman or the cURL command As we can see the application generated a response to our question in the prompt request body Step Create a DockerfileWe use a Docker container to wrap our Spring Boot application and use it together with other APISIX containers in docker compose yml To do so we can create a Dockerfile to build a JAR and execute it See how to dockerize Spring Boot app tutorial Then register the service in docker compose yaml file openaiapi build openaiapi ports networks apisix Step Setting up Apache APISIXTo set up APISIX we can simply run docker compose up command Because we have already defined all necessary services in docker compose yml This file defines only containers one for APISIX and another for the Spring boot application we implemented in the previous steps In this sample project we run APISIX in standalone mode There are other APISIX installation options and deployment modes as well Now APISIX as a separate service is running on localhost and Spring Boot app on localhost Step Securing the API with APISIXOnce APISIX is set up we can add security features to our existing Spring boot API ai chat so that only allowed API consumers can access this API APISIX provides several plugins to secure your APIs For example you can use the jwt auth plugin to require a JWT token for all requests Here is an example of how to add a route with an upstream and plugins using the apisix yml file upstreams id type roundrobin nodes openaiapi routes uri ask me anything upstream id plugins proxy rewrite uri ai chat jwt auth uri login plugins public api uri apisix plugin jwt signconsumers username appsmithuser plugins jwt auth key appsmithuser gmail com secret my secret keyAfter we specify upstreams routes and consumer objects and routing rules in the APISIX config the config file is loaded into memory immediately after the APISIX node service starts in Docker Apisix periodically tries to detect whether the file content is updated if there is an update it reloads automatically changes With this configuration we added one upstream two routes and one consumer object In the first route all requests to ask me anything which is a custom URI path you can define any URI there must include the Authorization JWT TOKEN in the header Then APISIX rewrites the custom URI path to the actual API ai chat automatically with the help of proxy rewrite plugin and forwards requests to the Spring Boot application running on localhost If you try to request the APISIX route it will reject our requests by returning an authorized error curl i http localhost ask me anything X POST d prompt What is Apache APISIX The result of the above request HTTP Unauthorized message Missing JWT token in request In the second route config we enabled public api plugin to expose a new endpoint login to sign new JWT tokens Because APISIX can act as an identity provider to generate and validate a new token from the API consumer or client apps See Step how we claim a new token for our API consumer uri login plugins public api uri apisix plugin jwt signIf you noticed in the same config file we registered an API consumer to use ask me anything AI powered API and our users can claim APISIX using their secret to generate a JWT token to access the API consumers username appsmithuser plugins jwt auth key appsmithuser gmail com secret my secret key Step Claim a new JWT tokenNow we can claim a new JWT token for our existing API consumer with the key curl i login key user key iWe will get the new token as a response from APISIX Server APISIX eyJeXAiOiJKVQiLCJhbGciOiJIUzINiJ eyJrZXkiOiJcVyLWtleSIsImVcCIMTYNjUMjENHKncDBYKthyUxAh zEuUlWGOWBIfURA Step Request the API with the JWT tokenFinally we can send a request to the API ask me anything with the JWT token in the header we obtained in the previous step curl i http localhost ask me anything H Authorization eyJhbGciOiJIUzINiIsInRcCIIkpXVCJ eyJrZXkiOiJcVyLWtleSIsImVcCIMTYNjUMjkN lhomdbXMkcVdScpMseP YzR tfmXPckszsYo X POST d prompt What is Apache APISIX Or using Postman we will get AI response but this time response comes through APISIX Gateway ConclusionIn this tutorial we explored the OpenAI ChatGPT API to generate responses to prompts We created a Spring Boot application that calls the API to generate responses to prompts Next you can introduce additional features to your integration by updating the existing apisix yml file Also you check out the branch name called with frontend and run the project to see the UI interface built using Appsmith that works with APISIX Related resourcesOpenAI API Java libraryOpenAI Chat Completion API Recommended contentPowering AI Capabilities with Apache APISIX and OpenAI APIWhy Is Apache APISIX the Best API Gateway CommunityJoin the Apache APISIX CommunityFollow us on TwitterFind us on SlackHow to contribute page About the authorVisit my blog www iambobur com 2023-06-23 07:06:58
海外科学 NYT > Science Tropical Storm Cindy Forms in the Atlantic https://www.nytimes.com/article/tropical-storm-cindy-hurricane.html hurricane 2023-06-23 07:12:05
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