Mistral AI Development: AI with Mistral, LangChain & Ollama
Learn AI-powered document search, RAG, FastAPI, ChromaDB, embeddings, vector search, and Streamlit UI
4.09 (22 reviews)
5,764
students
2 hours
content
Feb 2025
last update
$54.99
regular price
What you will learn
Set up and configure Mistral AI & Ollama locally for AI-powered applications.
Extract and process text from PDFs, Word, and TXT files for AI search.
Convert text into vector embeddings for efficient document retrieval.
Implement AI-powered search using LangChain and ChromaDB.
Develop a Retrieval-Augmented Generation (RAG) system for better AI answers.
Build a FastAPI backend to process AI queries and document retrieval.
Design an interactive UI using Streamlit for AI-powered knowledge retrieval.
Integrate Mistral AI with LangChain to generate contextual responses.
Optimize AI search performance for faster and more accurate results.
Deploy and run a local AI-powered assistant for real-world use cases.
6459811
udemy ID
2/12/2025
course created date
2/17/2025
course indexed date
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