Prompt Engineering Agent
Optimize LLMs, Enhance Search: Precision Prompt Engineering.
Publisher
Capgemini Technologies
Industry Type
Manufacturing
Product Details
This agent crafts optimized prompts for LLM and search agents. Better prompts improve the performance and relevance of large language models and search agents across applications, producing more accurate and relevant results.
It is built for developers, data scientists, and AI engineers working with LLM and search agents, particularly on prompt optimization for RAG (Retrieval Augmented Generation), with a focus on manufacturing. It runs on Vertex AI. The agent is expected to improve LLM and search agent performance, which can lead to better accuracy, efficiency, and user satisfaction in the applications that rely on those agents.
Key Use Cases
RAG Prompt Optimization for Manufacturing
Refines prompt templates on Vertex AI to maximize document retrieval precision against complex engineering manuals and BOMs.
LLM Performance and Accuracy Tuning
Systematically tests and calibrates system prompts across technical domain agents to minimize latency and eliminate hallucinated answers.
Explore detailed deployment path
Requires Gemini. Access integration prerequisites, specialized agent configuration guides, and implementation documentation.