Frank Liu
Appearances by year
- AI Engineer (World's Fair, Summit and regional editions)
- Berlin Buzzwords
Talks
| Date | Event | Conference | Role | Title | Links |
|---|---|---|---|---|---|
| Jun 3, 2025 | AI Engineer World's Fair 2025 | AI Engineer (World's Fair, Summit and regional editions) | expo session | The State of AI-Powered Search and Retrieval as MongoDB In this talk, we examine the state-of-the-art in AI-powered search and retrieval. We detail techniques for enhancing performance beyond base embedding models,…Show lessIn this talk, we examine the state-of-the-art in AI-powered search and retrieval. We detail techniques for enhancing performance beyond base embedding models, including hybrid search, reranking strategies, query decomposition and document enrichment, the use of domain-specific and fine-tuned embeddings, custom data processing pipelines (ETL), and contextualized chunking methods. | Video |
| Jun 12, 2022 | Berlin Buzzwords 2022 | Berlin Buzzwords | talk | Building an Open-source Framework for Generating Embedding Vectors as Zilliz The combination of big data and deep learning has fundamentally changed the way we approach search systems, allowing us to index audio, images, video, and other…Show lessThe combination of big data and deep learning has fundamentally changed the way we approach search systems, allowing us to index audio, images, video, and other human-generated data based on an embedding vector instead of an auxiliary description. | Video |
Frequent co-speakers
No one else spoke at two or more of the same events.
Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.