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Self-Hosted AI Text Summarization: Exasol Developer Documentation

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Unlock the Power of Self-Hosted AI with Exasol and Ollama

Dive into the exciting world of AI with our comprehensive guide on invoking open-source Large Language Models (LLMs) directly from your Exasol database. This tutorial showcases a fully self-hosted AI pipeline that ensures your data remains secure and private.

Why Choose a Self-Hosted Solution?

  • Cost Savings: Minimize expenses with open-source models.
  • Data Privacy & Security: Keep all data in-house.
  • Open Source Freedom: Customize your AI capabilities.
  • Performance Control: Tailor models to your specific needs.

Key Steps Include:

  1. Set up your Exasol database using Docker for quick deployment.
  2. Use Ollama to manage and run your LLMs locally.
  3. Create User Defined Functions (UDFs) in Exasol to summarize articles seamlessly.

Expand Your AI Capabilities:
Explore AI beyond summarization—text classification, entity extraction, and more!

Ready to transform your data processing? Join the conversation and share your thoughts on self-hosted AI solutions! #ArtificialIntelligence #OpenSourceAI #Exasol #Ollama

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