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April 21, 2025
The world of artificial intelligence is evolving rapidly. Companies and developers are constantly searching for new ways to optimally utilize the possibilities of AI. One promising approach is Retrieval Augmented Generation (RAG), which combines the strengths of text generation and information retrieval. The iX workshop "AI for your own data: RAG in practice with LangChain.js" offers developers the opportunity to intensively explore this technology.
Retrieval Augmented Generation (RAG) makes it possible to enrich AI models with specific information to achieve more precise and context-related results. In contrast to conventional AI models, which are trained on generalized datasets, RAG specifically accesses relevant information from external sources. LangChain.js provides a framework to efficiently implement and manage this architecture. By combining RAG and LangChain.js, developers can create customized AI solutions tailored to the individual needs of businesses.
The three-day iX workshop offers a comprehensive introduction to the world of RAG and LangChain.js. Participants gain detailed insights into the architecture and technical intricacies of both components. The focus is on practical application: Participants learn how to develop their own AI solutions using RAG as a central pattern and implement them in the cloud or on-premise. Furthermore, techniques for optimizing prompts and for the efficient design of AI solutions are taught. The integration of proprietary data into AI models, the connection of APIs such as OpenAI and Azure OpenAI, as well as the technical details of model integration are also part of the workshop.
The workshop focuses on interactive learning and practical exercises. In a supportive learning environment, participants can directly apply what they have learned and develop their own AI agents from conception to realistic test scenarios. The implementation of these agents both in the cloud and on-premise is also covered. The workshop is led by Gregor Biswanger, an expert in generative AI, Microsoft MVP for Azure AI and Web App Development. His expertise and experience in the field of AI implementation in companies guarantees high-quality knowledge transfer.
The workshop is aimed at developers who want to expand their technical skills in the field of AI. Both experienced AI developers and beginners benefit from the practical insights and the opportunity to exchange ideas with like-minded individuals. Participation in the workshop enables participants to acquire in-depth knowledge about RAG and LangChain.js and to use this knowledge to develop innovative AI solutions.
The iX workshop on RAG and LangChain.js offers a valuable opportunity to engage with the latest developments in the field of AI and gain practical experience. The combination of theoretical knowledge, practical exercises, and expert knowledge makes the workshop an ideal platform for all who want to help shape the future of AI.
