Ollama csv agent example. llm (LanguageModelLike) – Language model to use for the agent. read_csv (). CSV AI Agent Using Ollama This project is an AI-powered CSV analysis tool using Ollama. Jun 7, 2025 ยท When you combine Ollama with the right agentic framework, you get a self-contained, local AI stack that’s fast, cheap to run, and surprisingly capable. llms and initializing it with the Mistral model, we can effortlessly run advanced natural language processing tasks locally on our device. . This isn’t a theory piece. Create pandas dataframe agent by loading csv to a dataframe. This agent will run entirely on your machine and leverage: By the end of this tutorial, you’ll have a fully working Q+A system powered by your local data and models. It allows users to process CSV files, extract insights, and interact with data intelligently.
26th Apr 2024