How to Build local LLM Apps with Ollama and Langchain

Опубликовано: 15 Октябрь 2024
на канале: SingleStore
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In an era of heightened data privacy concerns, the development of local Large Language Model (LLM) applications provides an alternative to cloud-based solutions. Ollama offers one solution, enabling LLMs to be downloaded and used locally.

In this session, we’ll explore how to use Ollama with LangChain. We'll see that LangChain provides an efficient and compact solution for integrating Ollama with a database system.

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What you’ll learn in this session

• The basics of building local LLM applications with a focus on security.
• How technologies like Ollama and SingleStore can be leveraged to enhance security.
• Practical strategies for implementing robust security measures in your AI applications.
• Insights into the latest trends and statistics in AI and security.

#ollama #SingleStore #Langchain