In our latest blog post, we discuss the importance of building effective AI agents for complex tasks. While pure Python offers flexibility, agentic frameworks can enhance teamwork and streamline the development process. We evaluated eight popular frameworks for their usability, features, and maturity. Our findings highlight Smolagents as the easiest to use, while LlamaIndex stands ...
The second week of the AI Builders Summit has concluded, attracting participants globally to learn about maximizing AI agents. Expert instructors led sessions covering practical applications, including building AI agents using frameworks like LlamaIndex and techniques like retrieval-augmented generation (RAG). Key topics included the architecture of AI agents, effective workflows, and the integration of decision-making ...
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 ...
LlamaIndex has launched a new system called Agent Document Workflow (ADW), enhancing the capabilities of AI agents beyond traditional retrieval methods. This innovative framework allows agents to manage complex workflows by understanding document contexts and making informed decisions. Unlike previous systems that only provided information, ADW enables agents to coordinate actions based on document content ...
LlamaIndex has unveiled a new framework called Agent Document Workflow (ADW) that enhances agent productivity beyond traditional retrieval-augmented generation methods. This innovative architecture allows AI agents to manage complex workflows, enabling them to make decisions based on content rather than just extracting information. For example, in contract reviews, agents can process documents like human analysts ...
