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Turning structured data into ROI with genAI
ByRicardoAt GigaSpaces, we’ve been in the data management game for over twenty years. We specialize in mission-critical, real-time software solutions, and over the past two decades, we’ve seen just how essential structured data is, whether it resides in a traditional database, an Excel sheet, or a humble CSV file. Every company, regardless of its size…
Agentic AI and Labeled Data: Driving Reliable Autonomy
ByRicardoCollaboration amongst brokers additional amplifies their energy. Multiple AI brokers can work together to unravel bigger, extra advanced issues with out steady human supervision. Within such methods, brokers change knowledge to realize frequent targets. Specialized AI brokers carry out subtasks with excessive accuracy, whereas an orchestrator agent coordinates their actions to finish broader, extra intricate…
The Art and Science of Fine-Tuning LLMs for Domain-Specific Excellence
ByRicardoKey advancements include in-context learning, which enables coherent text generation from prompts, and reinforcement learning from human feedback (RLHF), which fine-tunes models based on human responses. Techniques like prompt engineering have also enhanced LLM performance in tasks such as question answering and conversational interactions, marking a significant leap in natural language processing. Pre-trained language models…