Tag:ia

All the articles with the tag "ia".

• Designing autonomous agents: an architectural approach

  October 9, 2024 | 08:12 AM

  Through a structured architectural framework, it explores how to develop intelligent agents capable of making decisions and acting independently in dynamic environments. By understanding the key components and characteristics of agents, developers can design more effective and autonomous software systems.

• Agent handoffs patterns: message flow and delegation of responsibilities

  October 18, 2024 | 09:12 AM

  Agent handoffs allow for the transfer of tasks between software agents, ensuring that responsibilities are delegated to the most appropriate or available component. This process enhances system flexibility and scalability by enabling specialized agents to handle requests as needed.

• How to apply Packaged Digital Capabilities in AI-Enhanced Digital Twins architectures

  December 10, 2023 | 02:28 PM

• Patterns to mitigate LLM hallucinations

  October 1, 2024 | 02:15 AM

  How to mitigate LLM hallucination issues using effective strategies and software design patterns. Implement these techniques to ensure more accurate and reliable language model outputs.

• Retrieval-Augmented Generation (RAG) Systems: custom software components and workflows

  September 24, 2024 | 07:35 AM

  How Retrieval-Augmented Generation (RAG) systems utilize various components, powered by the latest Large Language Models, to perform specific tasks in a workflow.Python-based components simplify integration, ensure optimal operation, and enhance language processing capabilities

• Understanding the relationship between vector databases, efficient computation, and indexing techniques

  November 8, 2024 | 02:15 AM

  Vector databases were created to manage large-scale vector embeddings for text, images, and multimodal data. This sparked a shift where major databases, either natively or through extensions, blending specialized AI functionality with general-purpose data management.