What You'll 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.
Requirements
- Basic Python knowledge is recommended but not required.
- Familiarity with APIs and HTTP requests is helpful but optional.
- A computer with at least 8GB RAM (16GB recommended for better performance).
- Windows, macOS, or Linux with Python 3.8+ installed.
- Basic understanding of AI concepts is a plus but not mandatory.
- No prior experience with Ollama, LangChain, or Mistral AI is needed.
- Willingness to learn and experiment with AI-powered applications.
- Admin access to install necessary tools like FastAPI, Streamlit, and ChromaDB.
- A stable internet connection to download required models and dependencies.
- Curiosity and enthusiasm to build AI-powered search applications!
Who This Course is For
- Anyone Curious About AI who wants to build practical AI applications without prior experience!
- Students & Learners eager to gain hands-on experience with AI-powered search tools.
- Cybersecurity & Privacy-Conscious Users who prefer local AI models over cloud solutions.
- Python Programmers looking to enhance their skills with AI frameworks like LangChain.
- Researchers & Knowledge Workers needing AI-based document search assistants.
- Tech Entrepreneurs & Startups exploring self-hosted AI solutions.
- Backend Engineers who want to implement AI-powered APIs using FastAPI.
- Software Developers interested in building AI-driven document retrieval systems.
- Data Scientists & ML Engineers looking to integrate AI search into real-world projects.
- AI Enthusiasts & Developers who want to build local AI-powered applications.
Your Instructor
Jet Drag Academy: School of AI
AI Academy
4.5 Instructor Rating
5,477 Reviews
178,474 Students
76 Courses
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