Udemy coupon code for Mistral AI Development: AI with Mistral, LangChain & Ollama course taught by Vivian Aranha, which has 2,000 students and is rated 0.0 out of 0 votes. This course is about 2 hour(s) in English and was updated on February 23, 2025. You can use this Udemy course with a free certificate and find the coupon at the bottom of this page.
Learn AI-powered document search, RAG, FastAPI, ChromaDB, embeddings, vector search, and Streamlit UI
To get this coupon, please scroll down
Are you ready to build AI-powered applications with Mistral AI, LangChain, and Ollama? This course is designed to help you master local AI development by leveraging retrieval-augmented generation (RAG), document search, vector embeddings, and knowledge retrieval using FastAPI, ChromaDB, and Streamlit. You will learn how to process PDFs, DOCX, and TXT files, implement AI-driven search, and deploy a fully functional AI-powered assistant—all while running everything locally for maximum privacy and security.
What You’ll Learn in This Course?
Set up and configure Mistral AI and Ollama for local AI-powered development.
Extract and process text from documents using PDF, DOCX, and TXT file parsing.
Convert text into embeddings with sentence-transformers and Hugging Face models.
Store and retrieve vectorized documents efficiently using ChromaDB for AI search.
Implement Retrieval-Augmented Generation (RAG) to enhance AI-powered question answering.
Develop AI-driven APIs with FastAPI for seamless AI query handling.
Build an interactive AI chatbot interface using Streamlit for document-based search.
Optimize local AI performance for faster search and response times.
Enhance AI search accuracy using advanced embeddings and query expansion techniques.
Deploy and run a self-hosted AI assistant for private, cloud-free AI-powered applications.
Key Technologies & Tools Used
Mistral AI – A powerful open-source LLM for local AI applications.
Ollama – Run AI models locally without relying on cloud APIs.
LangChain – Framework for retrieval-based AI applications and RAG implementation.
ChromaDB – Vector database for storing embeddings and improving AI-powered search.
Sentence-Transformers – Embedding models for better text retrieval and semantic search.
FastAPI – High-performance API framework for building AI-powered search endpoints.
Streamlit – Create interactive AI search UIs for document-based queries.
Python – Core language for AI development, API integration, and automation.
Why Take This Course?
AI-Powered Search & Knowledge Retrieval – Build document-based AI assistants that provide accurate, AI-driven answers.
Self-Hosted & Privacy-Focused AI – No OpenAI API costs or data privacy concerns—everything runs locally.
Hands-On AI Development – Learn by building real-world AI projects with LangChain, Ollama, and Mistral AI.
Deploy AI Apps with APIs & UI – Create FastAPI-powered AI services and user-friendly AI interfaces with Streamlit.
Optimize AI Search Performance – Implement query optimization, better embeddings, and fast retrieval techniques.
Who Should Take This Course?
AI Developers & ML Engineers wanting to build local AI-powered applications.
Python Programmers & Software Engineers exploring self-hosted AI with Mistral & LangChain.
Tech Entrepreneurs & Startups looking for affordable, cloud-free AI solutions.
Cybersecurity Professionals & Privacy-Conscious Users needing local AI without data leaks.
Data Scientists & Researchers working on AI-powered document search & knowledge retrieval.
Students & AI Enthusiasts eager to learn practical AI implementation with real-world projects.
Course Outcome: Build Real-World AI Solutions
By the end of this course, you will have a fully functional AI-powered knowledge assistant capable of searching, retrieving, summarizing, and answering questions from documents—all while running completely offline.
Enroll now and start mastering Mistral AI, LangChain, and Ollama for AI-powered local applications.
Similar Offers
IA Full-Stack avec Ollama : Llama, Deepseek, Mistral, QwQ
Full-Stack AI met Ollama: Llama, Deepseek, Mistral, QwQ
Complete Python and Machine Learning in Financial Analysis
[NEW - 2025] AWS Cost Optimizations MasterClass
Da Receita ao Chef: Torne-se um Engenheiro de LLM
Popular Offers
Hands-On Python Machine Learning with Real World Projects
Introduction to Software Engineering
Python And Flask Demonstrations Practice Course
Android apps with artificial Intelligence
Python And Flask Framework Complete Course
Professional Certificate in Project Management
