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Code Mala Tang
Code Mala Tang
Feb 25, 2025 · Artificial Intelligence

How Resources, Tools, and Prompts Power LLM Super‑Agents

This article explains how the Resources data hub, Tools capability engine, and Prompts interaction templates work together to create a secure, extensible workflow that enables large language models to ingest data, execute tasks, and generate structured outputs.

AI WorkflowArtificial IntelligenceData Resources
0 likes · 5 min read
How Resources, Tools, and Prompts Power LLM Super‑Agents
DevOps
DevOps
Feb 12, 2025 · Artificial Intelligence

A Comprehensive Guide to Prompt Engineering, RAG, and Optimization Techniques for Large Language Models

This article presents a systematic framework for crafting effective prompts, detailing the universal prompt template, role definition, task decomposition, RAG integration, few‑shot examples, memory handling, and parameter tuning to enhance large language model performance across diverse applications.

AI optimizationLarge Language ModelsPrompt Templates
0 likes · 24 min read
A Comprehensive Guide to Prompt Engineering, RAG, and Optimization Techniques for Large Language Models