HRDC Registration Number: 10001464067
Duration: 14 Hours (2 Days)
Course Overview
This course dives into advanced tools and frameworks for Generative AI, including LangServe, LangGraph, and Llama Index. Participants will gain practical skills to expose LangChain runnables as APIs, build agents, and implement advanced indexing and querying systems. The course culminates in creating interactive AI applications with Retrieval-Augmented Generation (RAG) and human feedback loops.
Who Should Attend
Industries:
- Technology
- Finance
- Healthcare
- Retail
- Education
Participants:
- Data Scientists
- AI Developers
- Machine Learning Engineers
- Software Engineers
- IT Professionals
Why Choose This Course
This HRDC-claimable course (Reg. No: 10001464067) provides hands-on training with cutting-edge tools, equipping participants to design, deploy, and optimize robust AI-driven systems for real-world applications.
Learning Outcomes
Participants will:
- Use LangServe to expose LangChain runnables as APIs.
- Build and manage sophisticated agents with LangGraph.
- Implement Retrieval-Augmented Generation (RAG) systems using LangGraph and Llama Index.
- Leverage Llama Index for advanced indexing and querying.
- Create chatbots and interactive applications with human feedback loops.
- Optimize AI-driven systems for scalability and efficiency.
Prerequisites
- Basic Python programming knowledge.
Lab Setup
- Computers with Python installed.
- Access to LangServe, LangGraph, and Llama Index.
- API access for LangChain runnables and tools for agent management.
Teaching Methodology
- Interactive lectures and theoretical insights.
- Hands-on labs for practical application.
- Case studies and group discussions.
- Real-world scenario exercises with advanced AI tools.
