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最小限のAIチャットプログラム
最小限のAIチャットプログラム
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Integrating ChatGPT with Your Personal Projects
Introduction Ever dreamed of having your own virtual assistant, chatbot, or creative AI tool built right into your app or website? Thanks to tools like ChatGPT, that dream is now within reach—even if you’re not a coding expert. With the rise of AI, integrating conversational intelligence into your personal projects has never been easier, more intuitive, or more powerful. Whether you’re building a…
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OpenAI API: Verified Organization Access for Future AI Models [Free Episode]:
#ai#ai generated#ai tools#ai model#ai companies#ai news#open ai#verified#organization#openai#openai api
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OpenAI Launches Sora: Text-to-Video for ChatGPT Plus Users
OpenAI launches Sora, a text-to-video AI for ChatGPT Plus users. Create videos from text, animate images, and remix content. Try it now at Sora.com!
OpenAI has taken another leap in AI innovation with the release of Sora, a powerful text-to-video generation tool. This cutting-edge model allows users to create videos up to 20 seconds long, directly from text prompts. Currently available for ChatGPT Plus ($20/month) and Pro ($200/month) subscribers, Sora offers an exciting new way to bring ideas to life. What Sora OffersSora provides three…
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OpenAI API如何绑定WildCard虚拟信用卡 - 泪雪网
OpenAI API现支持WildCard虚拟信用卡绑定,为开发者带来便捷的支付体验。WildCard提供安全、高匿名性的支付方法,只需在WildCard官网(leixue.com/go/wildcard)注册并充值,便可轻松在OpenAI平台完成绑定操作,实现快捷支付。
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看看網頁版全文 ⇨ 雜談:不是每個API都叫做OpenAI的API / TALK: Not Every API Is Called OpenAI’s API https://blog.pulipuli.info/2025/06/talk-not-every-api-is-called-openais-api.html 最近遇上太多「號稱背後是OpenAI」的大型語言模型API,但實際上並不是「OpenAI的API」的狀況。 這種誤解造成實際開發時帶來很大的困擾,我們藉這個機會說明一下吧。 ---- # OpenAI的API / OpenAI’s API。 https://platform.openai.com/docs/api-reference/introduction。 OpenAI API 是一組由 OpenAI 開發的應用程式介面 (API),讓開發人員可以運用 OpenAI 的 AI 模型,像是 GPT、DALL-E、 Text Embedding等,建構自己的應用程式。 它提供程式化的存取途徑,讓使用者可以透過程式碼與這些模型互動,進行像是自然語言處理、影像生成等任務。 開發人員可以透過 API 傳送請求,並接收模型產生的結果,進而整合到自己的軟體或服務中。 OpenAI API 支援多種程式語言,讓開發人員可以更彈性地整合到自己的開發環境中。 一般常見的語法是使用Python的函式庫openai:。 [Code...] 除此之外,OpenAI API也支援使用curl直接呼叫的方式取用。 以下是詢問4o-mini模型的範例:。 [Code...] 值得注意的是,OpenAI API 與 ChatGPT 等服務有著完全不同的形態。 前者API 是一個基礎工具集,其目的是讓開發者能將API結合到自己的專案中來使用OpenAI的模型;而後者 ChatGPT 則是一個功能完整的產品,以網頁或APP的形式呈現給終端使用者取用。 另一個需要注意的是,你可以看到curl指令在用來傳送請求資料的-d裡面設定了model名稱、messages傳送訊息、temperature溫度,而messages又有role跟content等複雜的結構,這就是OpenAI API特有的請求方式,跟一般使用curl來說並不一樣。 簡單來說,如果不是使用對應的網址、輸入參數、分析回傳資料的方式來呼叫,那就無法正確OpenAI API。 https://platform.openai.com/docs/api-reference/embeddings/create。 除了使用OpenAI的大型語言模型之外,OpenAI API也可以拿來請求各種不同的服務。 其中開發RAG最常用到的就是文本嵌入(text embedding)的相關模型。 ---- 繼續閱讀 ⇨ 雜談:不是每個API都叫做OpenAI的API / TALK: Not Every API Is Called OpenAI’s API https://blog.pulipuli.info/2025/06/talk-not-every-api-is-called-openais-api.html
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How to Integrate ChatGPT into Your Application: A Step-by-Step Guide

In today’s digital era, artificial intelligence (AI) has become a crucial part of business solutions. One of the most impactful AI tools is ChatGPT – a powerful language model created by OpenAI that can simulate human-like conversations. Integrating ChatGPT into your application can revolutionize your business by automating customer support, enhancing user engagement, and providing personalized interactions.
This guide will walk you through the process of integrating ChatGPT into your application step by step. Whether you're an app developer, a business owner, or someone interested in AI technologies, this guide will provide the information you need to get started.
1 . Understand Your Requirements Before you dive into integrating ChatGPT, it’s essential to define the goals you want to achieve with AI in your application. Do you want to automate customer service, create virtual assistants, or enable advanced conversational interfaces? Understanding your objectives will help determine how you should use ChatGPT within your application.
If you're unsure about which AI features will benefit your business most, consulting with experts can help. Umano Logic, based in Canada, specializes in understanding client needs and offering the right ChatGPT integration solutions for your business.
2 . Understand Your Requirements
Before jumping into integrating ChatGPT, it is vital to establish the purpose you intend to fulfill with AI within your application. Do you wish to automate customer support, develop virtual assistants, or facilitate sophisticated conversational interfaces? Knowing your objectives will assist in determining how to utilize ChatGPT within your application.
If you're not sure which AI capabilities will most help your business, talking to experts can. Umano Logic, a Canadian company, is experienced at getting to know client needs and providing the appropriate ChatGPT integration solutions for your business. 3 . Set Up the API OpenAI offers a friendly API to bring ChatGPT into your program. The API provides access to strong language models and lets you customize the AI to your individual requirements.
Following is a step-by-step summary of what needs to be done:
Get your API key from OpenAI: Register on OpenAI and grab your API key.
Install libraries: Depending upon your programming language, install OpenAI client libraries.
Configure the API: Create parameters for creating AI responses from user input.
The technical implementation may look daunting, but since we have the seasoned team of Umano Logic, we can assist you with each step of the way and make sure that the integration is completely smooth and seamless.
4 . Design the User Interface
With the backend installed, the second step is designing how the users will interact with the ChatGPT. The user interface (UI) should be intuitive and user-friendly with simple, understandable options for the users to begin chatting with the AI.
Remember the following when designing the UI:
User-friendly chat window
Quick response buttons
Personalized interaction based on user input
At Umano Logic, we can assist you in creating a clean, minimal, and efficient UI that maximizes the user experience and makes using AI seamless. 5 . Train and Customize ChatGPT
Although ChatGPT comes with pre-trained models, you might want to fine-tune it for your specific business needs. You can train the model to understand your products, services, and industry-specific terminology. This ensures that users get the most relevant answers when they interact with the AI.
Customizing ChatGPT can greatly improve the quality of the interactions and make the AI feel more natural and intuitive. Umano Logic offers training and customization services to make sure the AI understands your business and communicates effectively with users.
6 . Test and Refine
Once everything is set up, it's important to test the integration thoroughly. Test the ChatGPT interactions, making sure the responses are accurate, relevant, and helpful. The feedback from users will be invaluable in refining and improving the AI system.
At Umano Logic, we offer comprehensive testing services to ensure that your ChatGPT integration works flawlessly. Our experts will help you monitor the system and make improvements to keep the AI model in top shape.
7. Monitor and Improve
After launching the integration, it’s essential to continuously monitor how the AI performs. Regular monitoring helps identify any issues early, while also providing insights into how users are interacting with ChatGPT. You can use this information to improve responses and adapt the AI to better suit your business goals.
Conclusion:
Adding ChatGPT to your application isn't a trend it's a wise step toward business modernisation and improved customer experiences. From response automation to personalised assistance, ChatGPT can enable you to serve users more professionally and efficiently. The process might look technical, but if guided correctly, it's an easy task.
At Umano Logic, we're experts at ensuring businesses everywhere in Canada can seamlessly integrate AI tools such as ChatGPT into their sites. Whether you're a new startup looking to innovate with new technology or a long-established business wanting to take your customer care to the next level, our staff is here to guide you through each stage, from planning and installation to testing and beyond.
If you're prepared to introduce AI into your app and remain ahead of the digital curve, call Umano Logic today. Let's craft intelligent, beneficial, and forward-thinking solutions collectively.
Visit Now to learn more about ChatGPT Integration
visit:: https://www.umanologic.ca/chatgpt-integration-service-edmonton
#ChatGPT application development Canada#OpenAI ChatGPT integration#ChatGPT for business solutions#ChatGPT API integration service#How to integrate ChatGPT into the app#AI integration experts in Canada#Hire dedicated developers for ChatGPT integration#OpenAI implementation partner Canada
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OpenAI anuncia aposentadoria do GPT-4 e introduz novo modelo revolucionário
A OpenAI confirmou a desativação do modelo de inteligência artificial (IA) GPT-4, que será retirado de operação no ChatGPT a partir de 30 de abril de 2025. Esta mudança, anunciada em uma nota oficial divulgada no dia 10 de outubro, ocorre alguns dias antes da introdução do novo modelo, o GPT-4o, que foi revelado no dia 14 do mesmo mês.(...)
Leia a noticia completa no link abaixo:
https://www.inspirednews.com.br/openai-anuncia-aposentadoria-do-gpt4-e-introduz-novo-modelo-revolucionario

#openai#gpt-4#gpt-4o#inteligenciaartificial#samaltman#chatgpt#modelosdeia#desenvolvimentotecnologico#api#inovacao
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Explore OpenAI: Tools for Everyone
Curious about OpenAI's amazing tools like ChatGPT, DALL·E, and Whisper? 🚀 Discover how these AI products can simplify tasks, spark creativity, and boost productivity. Check out our quick guide to OpenAI’s top innovations! 🤖✨ #AI #OpenAI
OpenAI is a leader in artificial intelligence. Their tools are powerful, easy to use, and built for everyone. Whether you’re a student, business owner, or developer, OpenAI has something for you. In this guide, we’ll explore their top products. You’ll learn what they do and how to use them in your daily life. By the end, you’ll know which tools can help you save time, boost creativity, or grow…
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国内如何申请虚拟信用卡用于ChatGPT Plus和OpenAI API Key - 泪雪网
国内用户在支付ChatGPT Plus和OpenAI API时可能遇到困难。WildCard虚拟信用卡为此提供了解决方案,用户只需使用 leixue.com/go/wildcard 进行注册,即可轻松获得虚拟信用卡进行国际支付。
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Sistemas de Recomendación y Visión por Computadora: Las IAs que Transforman Nuestra Experiencia Digital
Sistemas de Recomendación: ¿Qué son y para qué sirven? Los sistemas de recomendación son tecnologías basadas en inteligencia artificial diseñadas para predecir y sugerir elementos (productos, contenidos, servicios) que podrían interesar a un usuario específico. Estos sistemas analizan patrones de comportamiento, preferencias pasadas y similitudes entre usuarios para ofrecer recomendaciones…
#Amazon Recommendation System#Amazon Rekognition#Google Cloud Vision API#Google News#IBM Watson Visual Recognition#inteligencia artificial#machine learning#Microsoft Azure Computer Vision#Netflix Recommendation Engine#OpenAI CLIP#personalización#sistemas de recomendación#Spotify Discover Weekly#visión por computadora#YouTube Algorithm
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Xandr, la fin d'un mythe?
En 2007, dans la foulée de la naissance du RTB (Real-Time Bidding) permettant d'acheter aux enchères des impressions publicitaires sur le web et le mobile, naissait Appnexus, l'un des premiers DSP (Demand-Side Platform) permettant aux acheteurs de diffuser leurs campagnes sur un inventaire large et varié, aux enchères et avec des options de ciblage (géolocalisation, blocklists, jour/heure et autres datas, y compris datas tierces).
Résultat: Google met la main sur les emplacements les plus premium, avec une priorité maximale (le fameux "first look"), une prérogative longtemps détenue par des acteurs comme Criteo qui n'est désormais plus que l'ombre de lui-même dans ce marché du display programmatique.
Xandr a de beaux restes: des SSP (Supply-Side Platforms, autrefois appelés "Ad Exchanges"), dont son propre SSP encore utilisé par de nombreuses régies, notamment en France (Mediasquare, Prisma Media, Webedia, Figaro medias), mais qui vendent aussi sur d'autres plateformes, à Google et à des clients en direct. Xandr se console avec son inventaire propriétaire (MSN) et le partenariat historique avec Yahoo! mais trop de facteurs viennent perturber la performance et la lisibilité des performances de ces campagnes, incitant les annonceurs à reporter leurs budgets vers des leviers "plus sûrs" et notamment les produits de la galaxie Alphabet/Google mais aussi le Paid Social, que ce soit sur Meta (Facebook, Instagram...) ou d'autres (X, SnapChat, Pinterest, TikTok...)
Et la CTV alors?
Le pari de la CTV, comme jadis celui du mobile, prend du temps à se concrétiser. Techniquement, tout est prêt pour la diffusion de campagnes sur des TV connectées et autres devices video. Mais la concurrence de la TV linéaire est toujours présente car son impact sur les consommateurs est immédiat, palpable, pour un CMO comme pour son CEO ou même son CFO qui a plus de chances de voir sa marque apparaître sur le petit écran comme des millions d'autres français.
Ce qui risque de changer la donne, c'est l'AI. Les nouveautés dans le domaine de l'intelligence artificielle ne manquent pas et "AI" ou "IA" deviennent des buzzwords mis à toutes les sauces, qu'on parle de recettes de cuisine, de téléphonie, d'éducation ou d'automobile. Mais ici, l'application IA qui nous intéresse est celle, comme Sora de OpenAI, qui sera en capacité de produire de petits films de 10, 15, 20 ou 30 secondes, à très peu de frais et donc accessible à la multitude des annonceurs "SMB" (Small & Medium Businesses).
Alors qu'actuellement les frais de création peuvent représenter jusqu'à 50% de la campagne, ils tomberont à quasi 0, laissant le reliquat de budget à la diffusion sur les plateformes video, des box TV aux TV connectées, des smartphones aux plateformes de streaming comme Netflix (disponible via Xandr justement) et Amazon Prime.

Résultat: Google met la main sur les emplacements les plus premium, avec une priorité maximale (le fameux "first look"), une prérogative longtemps détenue par des acteurs comme Criteo qui n'est désormais plus que l'ombre de lui-même dans ce marché du display programmatique.
Xandr a de beaux restes: des SSP (Supply-Side Platforms, autrefois appelés "Ad Exchanges"), dont son propre SSP encore utilisé par de nombreuses régies, notamment en France (Mediasquare, Prisma Media, Webedia, Figaro medias), mais qui vendent aussi sur d'autres plateformes, à Google et à des clients en direct. Xandr se console avec son inventaire propriétaire (MSN) et le partenariat historique avec Yahoo! mais trop de facteurs viennent perturber la performance et la lisibilité des performances de ces campagnes, incitant les annonceurs à reporter leurs budgets vers des leviers "plus sûrs" et notamment lesproduits de la galaxie Alphabet/Google mais aussi le Paid Social, que ce soit sur Meta (Facebook, Instagram...) ou d'autres (X, SnapChat, Pinterest, TikTok...)
Et la CTV alors?
Le pari de la CTV, comme jadis celui du mobile, prend du temps à se concrétiser. Techniquement, tout est prêt pour la diffusion de campagnes sur des TV connectées et autres devices video. Mais la concurrence de la TV linéaire est toujours présente car son impact sur les consommateurs est immédiat, palpable, pour un CMO comme pour son CEO ou même son CFO qui a plus de chances de voir sa marque apparaitre sur le petit écran comme des millions d'autres français.
Ce qui risque de changer la donne, c'est l'AI. Les nouveautés dans le domaine de l'intelligence artificielle ne manquent pas et "AI" ou "IA" deviennent des buzzwords mis à toutes les sauces, qu'on parle de recettes de cuisine, de téléphonie, d'éducation ou d'automobile. Mais ici, l'application IA qui nous interesse est celle, comme Sora de OpenAI, qui sera en capacité de produire de petits films de 10, 15, 20 ou 30 secondes, à très peu de frais et donc accessible à la multitude des annonceurs "SMB" (Small & Medium Businesses).
Alors qu'actuellement les frais de création peuvent représenter jusqu'à 50% de la campagne, ils tomberont à quasi 0, laissant le reliquat de budget à la diffusion sur les plateformes video, des box TV aux TV connectées, des smartphones aux plateformes de streaming comme Netflix (disponible via Xandr justement) et Amazon Prime.

En attendant que les prompts deviennent le langage des créatifs, le monde du display programmatique doit faire le dos rond, en espérant également que les régulateurs, aux US comme dans l'Union Européenne, ne s'intéressent aux "dirty little secrets" de Google. Mais avec l'influence grandissante des milliardaires de la tech, il y a peu de chances que l'administration US ne fasse tomber des empires. du digital. On passe ainsi d'un extrême à l'autre sans se soucier des détails et surtout de ce qui rend le virtuel vertueux. Sic transit gloria mundi...
#adwords#Adserving#AdForm#Artificial Intelligence#Amazon Ads#Amazon Prime#Twitter#Anti-trust#API#Appnexus#AT&T#Attribution#Bing#Chrome#Clypd#Connected TV#Conversions#Criteo#CTV#Data#Data providers#OpenAI#Demand-Side Platform#Display & Video 360#Doubleclick#DSP#DV360#Instagram#Facebook#GMail
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