Vector Podcast
Dmitry Kan
Vector Podcast is here to bring you the depth and breadth of Search Engine Technology, Product, Marketing, Business. In the podcast we talk with engineers, entrepreneurs, thinkers and tinkerers, who put their soul into search. Depending on your interest, you should find a matching topic for you -- whether it is deep algorithmic aspect of search engines and information retrieval field, or examples of products offering deep tech to its users. "Vector" -- because it aims to cover an emerging field of vector similarity search, giving you the ability to search content beyond text: audio, video, images and more. "Vector" also because it is all about vector in your profession, product, marketing and business.Podcast website: https://www.vectorpodcast.com/Dmitry is blogging on https://dmitry-kan.medium.com/
Episodes
Mentioned books
Dec 23, 2021 • 1h 13min
Filip Haltmayer (Data Engineer, Ziliz) on Milvus vector database and working with clients
YouTube: https://www.youtube.com/watch?v=fHu8b-EzOzUOrder your Milvus t-shirt / hoodie! https://milvus.typeform.com/to/IrnLAgui Thanks Filip for arranging.Show notes:- Milvus DB: https://milvus.io/- Not All Vector Databases Are Made Equal: https://towardsdatascience.com/milvus...- Milvus talk at Haystack: https://www.youtube.com/watch?v=MLSMs...- BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models https://arxiv.org/abs/2104.08663- End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network: https://arxiv.org/abs/1904.08990- What BERT is not: Lessons from a new suite of psycholinguistic diagnostics for language models https://arxiv.org/abs/1907.13528- NVIDIA Triton Inference Server: https://developer.nvidia.com/nvidia-t...- Towhee -- ML / Embedding pipeline making steps before Milvus easier: https://github.com/towhee-io/towhee- Being at the leading edge: http://paulgraham.com/startupideas.html
Dec 23, 2021 • 1h 31min
Bob van Luijt (CEO, Semi) on the Weaviate vector search engine
YouTube: https://www.youtube.com/watch?v=iHC5oeAN29oShow notes:1. Layering problem: www.edge.org/conversation/sean_…-layers-of-reality2. Podcast with Etienne Dilocker (SeMI Technologies Co-Founder & CTO): www.youtube.com/watch?v=6lkanzOqhDs3. SOC2: linfordco.com/blog/soc-1-vs-soc-2-audit-reports/4. Dmitry's post on 7 Vector Databases: towardsdatascience.com/milvus-pineco…-9c65a3bd06965. Billion-Scale ANN Challenge: big-ann-benchmarks.com/index.html6. Weaviate Introduction: www.semi.technology/developers/weaviate/current/ Newsletter: www.semi.technology/newsletter/7. Use case: Scalable Knowledge Graph Search for 60+ million academic papers with Weaviate: medium.com/keenious/knowledge-…aviate-7964657ec9118. Bob's Twitter: twitter.com/bobvanluijt9. Dmitry's Twitter: twitter.com/DmitryKan10. Dmitry's tech blog: dmitry-kan.medium.com/
Dec 6, 2021 • 44min
Greg Kogan - Pinecone - Vector Podcast with Dmitry Kan
Show notes:1. Pinecone 2.0: https://www.pinecone.io/learn/pinecon... It is GA and free: https://www.pinecone.io/learn/v2-pric...2. Get your “Love Thy Nearest Neighbour” t-shirt :) shoot an email to greg@pinecone.io3. Billion-Scale Approximate Nearest Neighbour Search Challenge: https://big-ann-benchmarks.com/index.... 4. ANNOY: https://github.com/spotify/annoy5. FAISS: https://github.com/facebookresearch/f... 6. HNSW: https://github.com/nmslib/hnswlib 7. “How Zero Results Are Killing Ecommerce Conversions” https://lucidworks.com/post/how-zero-... 8. Try out Pinecone vector DB: https://app.pinecone.io/ 9. Twitter: https://twitter.com/Pinecone_io 10. LinkedIn: https://www.linkedin.com/company/pine... 11. Greg’s Twitter: https://twitter.com/grigoriy_kogan 12. Dmitry's Twitter: https://twitter.com/DmitryKanWatch on YouTube: https://www.youtube.com/watch?v=jT3i7NLwJ8w
