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

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

Text translation using Google Cloud Translation API i in a NestJS application

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Reading Time: 7 minutes Introduction I am a language learner who learns Mandarin and Spanish in my spare time. When I discovered that text translation using Google Cloud Translation API is possible, I wanted to leverage the strength of Google Cloud and a translation-specialized large language model (LLM) in my hobby. Therefore, I built a NestJS application to translate … Read more

Text translation using langchain.js and Gemini in a NestJS application

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Reading Time: 7 minutes Introduction I am a language learner, and I learn Mandarin and Spanish in my spare time. When I discovered that text translation using langchain.js and Gemini 1.0 Pro is possible, I wanted to leverage the strength of generative AI in my hobby. Therefore, I built a NestJS application to translate texts between two languages through … Read more

Text translation using Azure AI Translator in a NestJS application

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Reading Time: 7 minutes Introduction I am a language learner who learns Mandarin and Spanish in my spare time. When I discovered that text translation using Azure AI is possible, I wanted to leverage the strength of the translation service of Azure Cognitive Service in my hobby. Therefore, I built a NestJS application to translate texts between two languages … Read more

Queuing jobs in NestJS using @nestjs/bullmq package

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Reading Time: 7 minutes Introduction Both Bull and BullMQ are queue libraries that persist jobs in Redis. Bull is in maintenance mode and maintainers only fix bugs in the library. The new version of the library, BullMQ, is rewritten in TypeScript. Bull and BullMQ are similar except BullMQ introduces flow producer that can split a resource-intensive job into children … Read more