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Elasticsearch Open Inference API Extends Support for Hugging Face Models with Semantic Text

Elastic announced the Elasticsearch Open Inference API now supports Hugging Face models with native chunking through the integration of the semantic_text field.

Developers can now quickly ship generative AI (GenAI) applications without the burden of writing custom chunking logic, leveraging the Elasticsearch Open Inference API integration with Hugging Face Inference Endpoints.

“Combining Hugging Face’s embeddings with Elastic’s retrieval relevance tools helps users gain better insights and improve search functionality,” said Jeff Boudier, head of product at Hugging Face . “Hugging Face makes it easy for developers to build their own AI. With this integration, developers get a complete solution to leverage the best open models for semantic search, hosted on Hugging Face multi-cloud GPU infrastructure, to build semantic search experiences in Elasticsearch without worrying about storing or chunking embeddings.”

“Developers are at the heart of our business, and extending more of our GenAI and search primitives to Hugging Face developers deepens our collaboration,” said Matt Riley, global vice president & general manager of search at Elastic . “The integration of our new semantic_text field, simplifies the process of chunking and storing embeddings, so developers can focus on what matters most, building great applications.”

The integration of semantic_text support follows the addition of Hugging Face embeddings models to Elastic’s Open Inference API.

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Elasticsearch Open Inference API Extends Support for Hugging Face Models with Semantic Text

Elastic announced the Elasticsearch Open Inference API now supports Hugging Face models with native chunking through the integration of the semantic_text field.

Developers can now quickly ship generative AI (GenAI) applications without the burden of writing custom chunking logic, leveraging the Elasticsearch Open Inference API integration with Hugging Face Inference Endpoints.

“Combining Hugging Face’s embeddings with Elastic’s retrieval relevance tools helps users gain better insights and improve search functionality,” said Jeff Boudier, head of product at Hugging Face . “Hugging Face makes it easy for developers to build their own AI. With this integration, developers get a complete solution to leverage the best open models for semantic search, hosted on Hugging Face multi-cloud GPU infrastructure, to build semantic search experiences in Elasticsearch without worrying about storing or chunking embeddings.”

“Developers are at the heart of our business, and extending more of our GenAI and search primitives to Hugging Face developers deepens our collaboration,” said Matt Riley, global vice president & general manager of search at Elastic . “The integration of our new semantic_text field, simplifies the process of chunking and storing embeddings, so developers can focus on what matters most, building great applications.”

The integration of semantic_text support follows the addition of Hugging Face embeddings models to Elastic’s Open Inference API.

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According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

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IT spending is expected to jump nearly 10% in 2025, and organizations are now facing pressure to manage costs without slowing down critical functions like observability. To meet the challenge, leaders are turning to smarter, more cost effective business strategies. Enter stage right: OpenTelemetry, the missing piece of the puzzle that is no longer just an option but rather a strategic advantage ...

Amidst the threat of cyberhacks and data breaches, companies install several security measures to keep their business safely afloat. These measures aim to protect businesses, employees, and crucial data. Yet, employees perceive them as burdensome. Frustrated with complex logins, slow access, and constant security checks, workers decide to completely bypass all security set-ups ...

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In 2025, enterprise workflows are undergoing a seismic shift. Propelled by breakthroughs in generative AI (GenAI), large language models (LLMs), and natural language processing (NLP), a new paradigm is emerging — agentic AI. This technology is not just automating tasks; it's reimagining how organizations make decisions, engage customers, and operate at scale ...

In the early days of the cloud revolution, business leaders perceived cloud services as a means of sidelining IT organizations. IT was too slow, too expensive, or incapable of supporting new technologies. With a team of developers, line of business managers could deploy new applications and services in the cloud. IT has been fighting to retake control ever since. Today, IT is back in the driver's seat, according to new research by Enterprise Management Associates (EMA) ...

In today's fast-paced and increasingly complex network environments, Network Operations Centers (NOCs) are the backbone of ensuring continuous uptime, smooth service delivery, and rapid issue resolution. However, the challenges faced by NOC teams are only growing. In a recent study, 78% state network complexity has grown significantly over the last few years while 84% regularly learn about network issues from users. It is imperative we adopt a new approach to managing today's network experiences ...

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