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LLM Solutions PoC to Production: From RAGs to Riches (Part 1)

Noa Roth . July 30, 2025 . Blog

In the past year, many of the organizations EK has partnered with have been developing Large Language Model ( LLM) based Proof-of-Concepts (PoCs). These projects are often pushed for by an enthusiastic IT Team, or internal initiative – with the […] Continue reading

Semantic LLM Accelerator

EK Team . October 12, 2023 . Product

With the right context, Large Language Models ( LLMs) can be a powerful tool to accelerate enterprise digital transformations. Knowledge graphs provide that enterprise context, giving organizations the ability to understand and trust LLMs to take advantage of their powerful […] Continue reading

Enterprise LLM Accelerator

EK Team . April 17, 2025 . Product

[…] and understand the applications of generative AI such as ChatGPT and Copilot. These tools, built using complex ML components like LLMs and neural networks, offer a lot of promise but are expensive to train and should be approached with care. […] Continue reading

From Enterprise GenAI to Knowledge Intelligence: How to Take LLMs from Child’s Play to the Enterprise

Kyle Garcia . February 27, 2025 . Blog

[…] by the wayside due to a lack of understanding of best practices such as training/fine-tuning, governance, or guardrails. Additionally, many LLMs we come across lack the organizational context for true Knowledge Intelligence, introduced through techniques such as retrieval-augmented generation (RAG). […] Continue reading

What is a Large Language Model (LLM)?

Stephen Berg . February 21, 2024 . Blog

[…] artificial intelligence (AI) research and development company OpenAI released ChatGPT, an AI chatbot powered by a Large Language Model ( LLM). In the following year, the world witnessed a meteoric rise in the usage of ChatGPT and other LLMs across […] Continue reading

The Role of Ontologies with LLMs

EK Team . January 9, 2024 . Blog

In today’s world, the capabilities of artificial intelligence (AI) and large language models ( LLMs) have generated widespread excitement. Recent advancements have made natural language use cases, like chatbots and semantic search, more feasible for organizations. However, many people don’t […] Continue reading

The Role of Semantic Layers with LLMs

EK Team . April 10, 2024 . Blog

In today’s business landscape, Large Language Models ( LLMs) are essential tools for driving innovation, streamlining operations, and unlocking new opportunities for growth. A Large Language Model, or LLM, is an advanced AI model designed to perform Natural Language Processing […] Continue reading

Optimizing Historical Knowledge Retrieval: Leveraging an LLM for Content Cleanup

EK Team . July 2, 2025 . Case Study

[…] entire corpus. Rather than modifying the raw text directly, the team decided to leverage a client-side Large Language Model ( LLM) to generate additional text based on the extracts. The idea was that the LLM could potentially better interpret the […] Continue reading

Semantic Search Advisory and Implementation for an Online Healthcare Information Provider

EK Team . July 22, 2025 . Case Study

[…] user-friendly experience, EK worked to: Enhance keyword search through metadata enrichment; Enable natural language search using large language models ( LLMs) and vector search techniques, and; Introduce advanced search features post-initial search, allowing users to refine results with various facets. […] Continue reading

Secure LLM Powering Semantic Search for a Multinational Development Bank

EK Team . October 17, 2023 . Case Study

[…] designed, developed, and deployed a hybrid search engine to address these issues. The search engine uses large language models ( LLMs) to understand and interpret user requests in various languages. The search engine can deliver accurate results in all four […] Continue reading

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