Abstract
A hands-on training on assembling a RAG pipeline from open-source components. Prepare and process documents with Docling and Data Prep Kit, then connect retrieval with Milvus and open LLMs.
Who it’s for
Developers and data practitioners who want to build retrieval-augmented applications with an open-source stack. Comfort with Python is helpful.
What you’ll learn
- Prepare and process documents with Docling and Data Prep Kit.
- Connect retrieval with Milvus.
- Generate answers with open LLMs.
Format / duration
- Format: Talk + demo.
- Duration: 90 mins to 120 mins, adaptable to event format
Resources
- Video: Not currently linked.
- Slides: Not currently linked.
- Code: Workshop examples