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Adding a Natural Language Interface to Your Application
In this article, author Ashley Davis discusses how to add a natural language interface to a chatbot application using OpenAI REST API. He also shows how to extend the chatbot by adding voice commands using MediaRecorder API and OpenAI's speech transcription API.
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InfoQ Software Trends Report: Major Trends in 2022 and What to Watch for in 2023
2022 was another year of significant technological innovations and trends in the software industry and communities. The InfoQ podcast co-hosts met last month to discuss the major trends from 2022, and what to watch for in 2023. This article is a summary of the 2022 software trends podcast.
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How to Build, Deploy, and Operationalize AI Assistants
While chatbot PoCs are simple, building production-grade conversational software is challenging. Enterprises experience challenges in production systems that have large user bases, security mandates, and polyglot environments. This article provides insight into building an AI assistant, and outlines various tools and techniques to continuously monitor and improve AI assistants in production.
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Has an AI Cyber Attack Happened Yet?
AI cyber attacks have happened and are happening, with increasing regularity. This article looks at recent attacks, the role of bots, and defense strategies you can employ.
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Building Intelligent Conversational Interfaces
Authors discuss how to build intelligent conversational applications and skills using the conversational AI technology and its three components: interaction flow, natural language understanding (NLU) and deployment.
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Bots Are Coming! Approaches for Testing Conversational Interfaces
Voice-based computing interfaces need testing with an adapted approached, suited for their specificity and context. Some things need to be adapted (test strategy, testing approach, validation criteria), while others can be re-used (e.g. API testing approaches and tools), and some require learning new things (e.g. testing artificial intelligence models and components).
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InfoQ Virtual Panel: A Practical Approach to Serverless Computing
Add serverless computing to the growing list of options developers have when building software. Serverless products—more accurately referred to as Functions-as-a-Service—offer incredible simplicity, but at a cost. To learn more about this exciting space and the practical implications, InfoQ reached out to three experienced technologists.