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Code Smarter, Not Harder: Streamline Software Development with Generative AI

Topbots

Be prepared to adapt swiftly to evolving regulatory landscapes, such as GDPR policies, that may impose limitations on the use of generative AI technology. Generative AI Vulnerabilities. Sign up for more AI research updates. Email Address * Name * First Last Company * What business use cases are you applying AI to?

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LangChain’s String Evaluators: How to Assess Language Model Output

Heartbeat

An In-depth Look into Evaluating AI Outputs, Custom Criteria, and the Integration of Constitutional Principles Photo by Markus Winkler on Unsplash Introduction In the age of conversational AI, chatbots, and advanced natural language processing, the need for systematic evaluation of language models has never been more pronounced.

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Building AI Products With A Holistic Mental Model

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The different components of your AI system will interact with each other in intimate ways. For example, if you are working on a virtual assistant, your UX designers will have to understand prompt engineering to create a natural user flow. Prompting is great to get a head-start into pre-trained models.

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Elevate your self-service assistants with new generative AI features in Amazon Lex

AWS Machine Learning Blog

In this post, we talk about how generative AI is changing the conversational AI industry by providing new customer and bot builder experiences, and the new features in Amazon Lex that take advantage of these advances. If the LLM is able to provide a value upon slot retry, the user can continue with the conversation as normal.

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Mastering ChatGPT: Effective Summarization With LLMs

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Thanks to the ability of Large Language Models (LLM) to process and understand texts, they can assist in reading texts and generating accurate summaries or standardizing information. If this in-depth educational content is useful for you, you can subscribe to our AI research mailing list to be alerted when we release new material.

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Creating An Information Edge With Conversational Access To Data

Topbots

If this in-depth educational content is useful for you, you can subscribe to our AI research mailing list to be alerted when we release new material. While you will absolutely need to go for this approach if you want to use Text2SQL on many different databases, keep in mind that it requires considerable prompt engineering effort.

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Four LLM Trends Since ChatGPT And Their Implications For AI Builders

Topbots

In October 2022, I published an article on LLM selection for specific NLP use cases , such as conversation, translation and summarisation. Since then, AI has made a huge step forward, and in this article, we will review some of the trends of the past months as well as their implications for AI builders.

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