Running Mistral LLM Locally with Ollama

In this guide, we’ll walk you through the process of downloading Ollama, installing Mistral, and using the Ollama model through LangChain. Ollama is a powerful language model developed by LangChain, and Mistral is a specific model variant that you can use with Ollama. By following these steps, you’ll be able to leverage the capabilities of Ollama locally on your machine.

Downloading and Installing Ollama:

• To run Mistral locally, download Ollama from the official website.
• Once downloaded, move Ollama to your /Applications directory (for macOS).
• You can now run Ollama from the terminal.

Running Mistral with Ollama:

• Open your terminal and execute the following commands:
• For the default Instruct model:
• ollama run mistral
• For the text completion model:
• ollama run mistral:text
• Note that you’ll need at least 8GB of RAM to run Mistral with Ollama.

Using Langchain,Ollama and mistral

pip install langchain ,langchain-community,langchain_mistralai

from langchain_community.document_loaders import TextLoader
from langchain_community.llms import Ollama
from langchain_mistralai.chat_models import ChatMistralAI
from langchain_mistralai.embeddings import MistralAIEmbeddings
from…