Built replies generation application with Angular

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Reading Time: 6 minutes Introduction I built a replies generation application four times using different large language models, APIs, frameworks, and tools. I experimented with different tools and models to find my preferred stack to build Generative AI applications. Create a new Angular Project Update the app component The app component has a router outlet to lazy load the … Read more

Generating replies using Huggingface interference and Mistrial in NestJS

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Reading Time: 7 minutes Introduction In this blog post, I demonstrated generating replies with Huggingface Inference and Mistral 7B model. Buyers can provide ratings and comments on sales transactions in auction sites such as eBay. When the feedback is negative, the seller must reply promptly to resolve the dispute. This demo aims to generate responses in the same language … Read more

Generating replies using Groq and Gemma in NestJS

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Reading Time: 7 minutes Introduction In this blog post, I demonstrated generating replies with Groq SDK and Gemma 7B model. In auction sites such as eBay, buyers can provide ratings and comments on sales transactions. When the feedback is negative, the seller must reply promptly to resolve the dispute. This demo aims to generate responses in the same language … Read more

Generating replies using Langchain multiple chains and Gemini in NestJS

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Reading Time: 7 minutes Introduction In this blog post, I demonstrated generating replies with Langchain multiple chains. In auction sites such as eBay, buyers can provide ratings and comments on sales transactions. When the feedback is negative, the seller must reply promptly to resolve the dispute. This demo aims to generate responses in the same language of the buyer … Read more

Generating replies with prompt chaining using Gemini API and NestJS

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Reading Time: 8 minutes Introduction In this blog post, I demonstrated generating replies with prompt chaining. In auction sites such as eBay, buyers can provide ratings and comments on sales transactions. When the feedback is negative, the seller has to provide a response promptly to resolve the dispute. This demo saves time by generating replies in the same language … Read more

Perform text translation using Vertex AI, Gemini, and NodeJS

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Reading Time: 5 minutes Introduction Internationalization (i18n) is an important aspect of commercial websites because commercial owners want to sell their products to customers worldwide. Even though English is one of the most popular languages in the world, not everyone can read and write it fluently. Therefore, websites normally provide additional languages, such as Spanish and Chinese, for visitors … Read more

Built text summarization application to summarize a web page with Angular

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Reading Time: 6 minutes Introduction I am an Angular and NestJS developer interested in Angular, Vue, NestJS, and Generate AI. Blog sites such as dev.to and hashnode have many new blog posts daily, and it is difficult for me to pick out the good ones to read and improve my knowledge of web development and generative AI. Therefore, I … Read more

Summarize a web page using langchain.js and Gemini in a NestJS application

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Reading Time: 7 minutes Introduction As a software engineer, it is important to stay relevant in web technology by reading blog posts from blogger sites such as dev.to and HashNode. Many blog authors publish posts every day and readers have to select good ones from all of them to learn smartly and quickly. In the past, I scanned the … Read more

rx-angular/state – a library for managing states of an Angular application

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Reading Time: 7 minutes Introduction Many companies and developers use Angular to build Enterprise applications, which are so large that they must manage a lot of data. To maintain the applications in scale, developers use state management libraries such as the rx-angular/state library or the Angular Signal API to manage states. In this blog post, I create a cart … Read more

Signal in a service for state management in Angular

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Reading Time: 6 minutes Introduction Many companies and developers use Angular to build Enterprise applications, which are so large that they must manage a lot of data. To maintain the applications in scale, developers use state management libraries or “Signal in a Service” to manage states. In this blog post, I implement the “Signal in a Service” to create … Read more