RAG Application Development Corporate Training Course
Course Overview
- Course Rating 5.0/5
Overview
Retrieval-Augmented Generation combines language models with trusted enterprise content so that AI applications can answer questions using source-grounded information instead of relying only on model memory.
refer: RAG Overview
This course covers the design and development of RAG applications, including document preparation, chunking, embeddings, vector search, retrieval strategies, response grounding and evaluation..
RAG Application Development corporate training and certification oriented remote program aims to upskill you with RAG, embeddings, vector search, semantic search, document retrieval, source grounding, AI applications.
Currently due to Covid19 outbreak, the course is available remote and however it can also be accessed online via your nearby Prog360 centre based on local availability.
Course Prerequisites
Participants should have basic programming knowledge and familiarity with APIs and databases. Understanding of generative AI concepts is useful for following the examples effectively.
Course Content
- What is RAG and why enterprises use it
- Understanding documents, chunks and metadata
- Embeddings and semantic similarity search
- Vector database concepts
- Designing retrieval pipelines
- Prompting with retrieved context
- Handling citations and source-grounded answers
- Improving accuracy through chunking and metadata strategy
- Evaluating RAG quality and failure cases
- Security, privacy and access control considerations
RAG Application Development Certifications
RAG Application Development course delivery involves case studies, examples, discussions and exercises to enhance the learning experience.
At the end of the training the participants will be awarded Course Completion Certificates on RAG Application Development.
Post Course Evaluation
You may chose to enroll for a post course evaluation to analyse your knowledge metrics. The post course evaluation would cover the topics related to the training delivered over the period of the complete session, like:
- RAG architecture
- Document preparation
- Embeddings
- Vector search
- Evaluation of AI responses
- Understand the core components of a RAG-based AI application.
- Prepare documents and structure content for better retrieval.
- Design simple retrieval and response-generation workflows.
- Identify quality, security and governance issues in RAG systems.
RAG Application Development Corporate Training
Prog360 offers on-demand corporate learning and development solutions around RAG Application Development that can be delivered both onsite and remote (based on availability). With Prog360, you can train your employees with our 360 Approach which not only enhance professional skills but also improvise inter-personal development. Please feel free to inquire further. We are open to discuss your requirement to provide you more customized solution specific to your needs. We will evaluate the skillset, analyze the business requirement and post that provide customized training solutions as per your business needs. Our corporate team for RAG Application Development training is based across the globe hence you can reach us nearby your region as well. For general training inquiries you can contact us at training@prog360.com.
RAG Application Development Consultation
If you have already up-skilled your team and have started implementing RAG Application Development, but are still facing challenges, Prog360 can still help you. Our SMEs can get on a call with you to understand the situation and provide you a plan involving the next steps covering both audit and implementation based on your problem statement. Our corporate team for RAG Application Development consultation is based across the globe hence you can reach us nearby your region as well. For general consultation inquiries you can contact us at consult@prog360.com . For more nearby inquiries you can reach your nearby team.
South East Asia and Oceania
Oceania: Melbourne, Australia: 152 Elizabeth St,Melbourne,VIC,Melbourne,
Corporate Training: training.au@prog360.com
Consulting Services: consult.au@prog360.com
South East Asia: Singapore: 5, Temasek Boulevard, Singapore, Central Region, 03898, Singapore
Corporate Training: training.sg@prog360.com
Consulting Services: consult.sg@prog360.com
South Asia and Middle East
South Asia: Bengaluru, India: No. 78, Next to KR Puram Tin Factory, Old Madras Road, Bangalore – Mahadevapura, Bengaluru, Karnataka, 560016
Corporate Training: training.southasia@prog360.com
Consulting Services: consult.southasia@prog360.com
Middle East:- Dubai, UAE: The Offices 4, One Central Dubai World Trade Center, Dubai, Dubai, 00000, UAE
Corporate Training: training.ae@prog360.com
Consulting Services: consult.ae@prog360.com
Contact Number :- +91 9810 643 989