Article Natural Language Processing System Architecture 
O'Reilly Media
NOVEMBER 19, 2024
Large-scale production recommenders, search engines, and other discovery processes also have a long history of leveraging knowledge graphs , such as at Amazon , Alphabet , Microsoft , LinkedIn , eBay , Pinterest , and so on. This article is based on an early talk, “ Understanding Graph RAG: Enhancing LLM Applications Through Knowledge Graphs.”
AWS Machine Learning Blog
MARCH 10, 2025
Using advanced GenAI, CreditAI by Octus is a flagship conversational chatbot that supports natural language queries and real-time data access with source attribution, significantly reducing analysis time and streamlining research workflows. In the following sections, we dive into crucial details within key components in our solution.
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Heartbeat
JANUARY 9, 2024
Large language models have emerged as ground-breaking technologies with revolutionary potential in the fast-developing fields of artificial intelligence (AI) and natural language processing (NLP). Deployment : The adapted LLM is integrated into this stage's planned application or system architecture.
AWS Machine Learning Blog
MARCH 13, 2025
The emergence of generative AI agents in recent years has contributed to the transformation of the AI landscape, driven by advances in large language models (LLMs) and natural language processing (NLP). New agents can be added to handle specific types of messages without changing the overall system architecture.
Dataconomy
APRIL 22, 2025
Causal language modeling (CLM) has emerged as a pivotal approach in natural language processing, revolutionizing how machines understand and generate human-like text. This article delves into the significance of CLM, its architecture, and applications, while also contrasting it with other modeling techniques.
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