Articles for tag: agentic apps, agile organizations, AI Workflows, business process automation, decision-making improvement, efficiency enhancement, low-code solutions

March 7, 2025

Unlocking AI Potential: Why Workflows Are the Key Focus in LLM Use Cases

The agentic app revolution isn’t about drastic changes; it’s about modernizing existing workflows within businesses. This innovation harnesses AI agents to enhance efficiency by seamlessly integrating into current processes. AI agents act as intelligent helpers, improving decision-making and automating tasks, thus bridging the gap between business goals and technical implementations. As companies increasingly adopt low-code ...

February 24, 2025

Market News

Ai Agents

Enhance AI Development with Spring AI: Exploring Agent Patterns for Smarter Solutions

As artificial intelligence continues to advance, developers are using large language models to perform intricate tasks more efficiently. This article highlights the difference between workflows and agents in AI systems, focusing on how these concepts enhance intelligent news retrieval using user preferences. It outlines various design patterns like Chain Workflow, Routing Workflow, and Orchestrator-Workers, demonstrating ...

February 17, 2025

Market News

Ai Agents

Understanding the Difference Between AI Workflows, Automation, and AI Agents for Enhanced Productivity and Efficiency

Digital transformation is changing how businesses operate, paving the way for the adoption of automation, AI workflows, and AI agents. Automation efficiently handles routine, rule-based tasks, while AI workflows integrate artificial intelligence for added flexibility. Both are effective for predefined tasks, yet they each have limitations. AI agents, on the other hand, operate autonomously and ...

February 1, 2025

Market News

Ai Agents

Key Takeaways from AI Builders Summit Week 3: Insights on AI Agents and Their Impact on the Future of Technology

The AI Builders Summit recently completed its second week, attracting hundreds of participants from around the globe. Attendees learned how to effectively utilize AI agents through sessions led by industry experts. Key topics included the architecture of AI agents, building agentic applications, and using frameworks like LlamaIndex for multi-agent orchestration. In addition, practical demonstrations showed ...

January 30, 2025

Market News

Ai Agents

Create Your First AI Agent with LangGraph: A Beginner’s Step-by-Step Guide to Building Intelligent Systems

An agent is a smart system powered by a Large Language Model (LLM) that can manage its own tasks dynamically. Unlike typical chatbots with set paths, agents can adapt based on the context, use external tools like web searches and databases, and refine their solutions through looping steps. Key components of agents include the LLM, ...

January 30, 2025

Market News

Ai Agents

Unlocking AI Potential: A Beginner’s Guide to Creating an Agent-Based System with LangGraph

An agent is an advanced system powered by a Large Language Model (LLM) that can autonomously choose its actions and workflows. Unlike traditional chatbots, agents can decide based on context, utilize external tools like web searches, and adapt their approach for improved problem-solving. Key components of agents include memory, which allows them to retain context, ...

January 27, 2025

Market News

Ai Agents

AI Agents vs. Workflows: Understanding Their Roles in Automation and Efficiency for Modern Businesses

In the growing field of AI, understanding the differences between agents and workflows is essential for businesses looking to enhance their projects. An AI agent is an autonomous system that makes decisions and adapts to changing inputs, ideal for creative tasks like customer service. In contrast, an AI workflow is a more structured process designed ...

January 15, 2025

Market News

Ai Agents

Unlock Powerful Multi-Agent AI Workflows with CrewAI and SambaNova for Enhanced Efficiency and Innovation

Agentic AI is leading a transformative era in artificial intelligence by combining various AI models to tackle complex tasks more effectively than traditional generative AI. These advanced systems operate with minimal human oversight, enabling them to autonomously pursue intricate goals. SambaNova enhances this innovation by integrating the CrewAI agentic framework with its Cloud API. This ...

January 6, 2025

Market News

Ai Agents

Learn Local AI: Masterclass on AI Agents and Practical Applications in the GitHub Repository

The Self-hosted AI Starter Kit is a user-friendly, open-source Docker template designed to quickly set up a powerful local AI and low-code development environment. This version, enhanced by Cole, includes improvements and integrates Open WebUI and Flowise for seamless interactions with your N8N agents. By using this setup, you’ll have access to a pre-configured local ...