Kacper Łukawski
Senior Developer Advocate at Qdrant, specializing in vector databases and their applications with large language models (LLMs). Focuses on helping users derive insights from unstructured data through semantic search and RAG applications.
Best podcasts with Kacper Łukawski
Ranked by the Snipd community
29 snips
Jul 15, 2025 • 52min
Streamlining Data Pipelines with MCP Servers and Vector Engines
Kacper Łukawski, a Senior Developer Advocate at Qdrant, specializes in vector databases for large language models. He dives into transforming unstructured data into valuable insights through semantic search and retrieval-augmented generation. Kacper explains the integration of MCP servers for optimizing data pipelines and discusses the challenges of managing embeddings. He also highlights innovative applications in coding practices and the complexities of vector search, offering practical advice on fine-tuning models and reducing costs for enhanced search quality.
11 snips
Sep 12, 2025 • 1h 8min
Berlin Buzzwords 2025 Conference Interviews
Kacper Łukawski, Senior Developer Advocate at Qdrant, explains the essentials of hybrid search, focusing on cost-effective models for smaller businesses. Manish Gill from ClickHouse tackles auto-scaling OLAP databases on Kubernetes. André Charton shares insights into evolving search technologies at Kleinanzeigen, transitioning from Solr to vector search. Atita Arora and Brian Goldin from Voyager Search discuss geospatial AI and the crucial role of spatial context in search retrieval. Together, they explore how AI is reshaping search functionality across industries.
