Document Similarity: Langchain, Ollama Mistral 7B, and Chroma for Machine Learning and Data Science
The Machine Learning Engineer via YouTube
Overview
Explore document similarity techniques using Langchain, Ollama with Mistral 7B or LLama 2, and Chroma in this 28-minute video tutorial. Learn how to leverage these powerful tools to create embeddings and utilize Chromadb as a vector store for efficient document comparison. Follow along with the provided Jupyter notebook to gain hands-on experience in implementing machine learning and data science concepts for document similarity analysis. Dive into the practical application of advanced natural language processing models and vector databases to enhance your understanding of text comparison methodologies.
Syllabus
Document Similarity: Langchain Ollama Mistral 7B and Chroma #MachineLearning #DataScience
Taught by
The Machine Learning Engineer