Study to create LLM functions in your system utilizing Ollama and LangChain in Python | Fully personal and safe
What you’ll study
Obtain and set up Ollama for operating LLM fashions in your native machine
Arrange and configure the Llama LLM mannequin for native use
Customise LLM fashions utilizing command-line choices to fulfill particular utility wants
Save and deploy modified variations of LLM fashions in your native setting
Develop Python-based functions that work together with Ollama fashions securely
Name and combine fashions by way of Ollama’s REST API for seamless interplay with exterior methods
Discover OpenAI compatibility inside Ollama to increase the performance of your fashions
Construct a Retrieval-Augmented Technology (RAG) system to course of and question massive paperwork effectively
Create absolutely purposeful LLM functions utilizing LangChain, Ollama, and instruments like brokers and retrieval methods to reply consumer queries
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