new and improved embedding model

New and Improved Embedding Model

We are excited to announce a new embedding model which is significantly more capable, cost effective, and simpler to use. The new model, text-embedding-ada-002, replaces five separate models for text search, text similarity, and code search, and outperforms our previous most capable model, Davinci, at most tasks, while being priced 99.8% lower. Read documentation Embeddings …

Do you need coding skills to build a chatbot?

Virtual assistants are valuable, transformative business tools that offer a compelling ROI while improving the customer experience. By 2030, conversational AI chatbots and virtual assistants will handle 30% of interactions that would have otherwise been handled by a human agent—up from 2% in 2022.[i] So why haven’t more companies adopted this solution?  Due to the …

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LightOn Lyra-fr model is now available on Amazon SageMaker

We are thrilled to announce the availability of the LightOn Lyra-fr foundation model for customers using Amazon SageMaker. LightOn is a leader in building foundation models specializing in European languages. Lyra-fr is a state-of-the-art French language model that can be used to build conversational AI, copywriting tools, text classifiers, semantic search, and more. You can …

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Efficient PyTorch training with Vertex AI

Vertex AI provides flexible and scalable hardware and secured infrastructure to train PyTorch based deep learning models with pre-built containers and custom containers. For model training with large amounts of data, using the distributed training paradigm and reading data from Cloud Storage is the best practice. However, training with data on the cloud such as …

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Using Vertex AI to build an industry leading Peer Group Benchmarking solution

The modern world of financial markets is fraught with volatility and uncertainty. Market participants and members are rethinking the way they approach problems and rapidly changing the way they do business. Access to models, usage patterns, and data has become key to keeping up with ever evolving markets.  One of the biggest challenges firms face …

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America’s Game: What this partnership means to Palantir

America’s Game On Saturday, December 10th, the Black Knights and the Midshipmen took to the field for 123rd time in the annual Army-Navy Football Game, presented by USAA. A time-honored tradition, the game marks a moment of friendly competition between the two services; a beloved American past-time played by those united in their dedication to …

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Who Said What? Recorder’s On-device Solution for Labeling Speakers

Posted by Quan Wang, Senior Staff Software Engineer, and Fan Zhang, Staff Software Engineer, Google In 2019 we launched Recorder, an audio recording app for Pixel phones that helps users create, manage, and edit audio recordings. It leverages recent developments in on-device machine learning to transcribe speech, recognize audio events, suggest tags for titles, and …

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Automatically identify languages in multi-lingual audio using Amazon Transcribe

If you operate in a country with multiple official languages or across multiple regions, your audio files can contain different languages. Participants may be speaking entirely different languages or may switch between languages. Consider a customer service call to report a problem in an area with a substantial multi-lingual population. Although the conversation could begin …

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Translate multiple source language documents to multiple target languages using Amazon Translate

Enterprises need to translate business-critical content such as marketing materials, instruction manuals, and product catalogs across multiple languages to communicate with a global audience of customers, partners, and stakeholders. Identifying the source language in each document before calling a translate job creates complexities and adds another step to your workflow. For example, an international product …