How Do I Bring Enterprise Data to Generative AI?

Cover Image

Generative AI offers significant potential for businesses, but many face implementation barriers. This eBook addresses overcoming challenges like hallucinations, outdated knowledge, and limited personalization in AI applications.

Key points include:

• Enhancing models with proprietary data using retrieval-augmented generation (RAG)
• Enabling semantic search across multimodal data for accuracy
• Combining query capabilities for precise outputs
• Tackling productivity, scaling, and security issues

The paper shows how MongoDB Atlas and Google Vertex AI integrate to create a secure foundation for AI development, allowing model customization and reducing hallucinations. Unlock AI's potential.

Vendor:
Google Cloud and MongoDB
Posted:
Feb 27, 2025
Published:
Feb 27, 2025
Format:
PDF
Type:
eBook
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