What you’ll learn
- Build AI-powered agents for task automation, chatbots, and intelligent assistants, enhancing workflow efficiency without relying on external APIs.
- Develop AI models that understand, process, and generate human-like responses, enabling interactive and dynamic conversation systems.
- Implement AI-driven automation bots that perform repetitive tasks, manage schedules, and optimize workflows without manual intervention.
- Utilize local vector databases like FAISS to store, retrieve, and process knowledge for AI assistants, eliminating reliance on cloud-based APIs.
- Integrate speech-to-text and text-to-speech capabilities into AI agents, enabling hands-free interaction for enhanced accessibility.
- Design AI chatbots with long-term memory using local storage, allowing intelligent agents to retain context across multiple conversations.
- Develop web-based AI assistants with Streamlit, providing interactive user interfaces for real-time AI-powered automation and assistance.
- Create AI-powered document readers that extract, summarize, and answer questions from PDFs without requiring cloud-based AI services.
- Build AI-driven personal finance trackers that analyze expenses, provide budgeting advice, and generate financial insights locally.
- Enhance AI models with prompt engineering techniques, enabling better responses, improved task execution, and more personalized interactions.
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