Resources

A wide variety of resources related to the Weaviate vector search engine. Did you publish something that you would like to see included on this page? Let us know at hello@semi.technology?

See how easy it is to use Haystack on top of a Weaviate Document Store for a Q&A task!
TL;DR

Weaviate + Haystack: Harry Potter Q&A Tutorial

11 April 2022 • See how easy it is to use Haystack on top of a Weaviate Document Store for a Q&A task!
Search for comments using Weaviate's semantic search features with Orchest, Weaviate, and Streamlit.
TL;DR

Rick Lamers • Orchest + Weaviate + Streamlit

07 April 2022 • Search for comments using Weaviate's semantic search features with Orchest, Weaviate, and Streamlit.
Use Weaviate with Jina AI's DocArray. Learn to easily set it up yourself and play around with image search!
TL;DR

Weaviate + Jina AI for Image Search presented by Laura Ham

14 March 2022 • Use Weaviate with Jina AI's DocArray. Learn to easily set it up yourself and play around with image search!
Article about vector search and Weaviate in VentureBeat
TL;DR

"Database technology evolves to combine machine learning and data storage"

07 March 2022 • Article about vector search and Weaviate in VentureBeat
Weaviate is accepted for this year's Google Summer of Code
TL;DR

"Weaviate accepted for the Google Summer of Code 2022"

07 March 2022 • Weaviate is accepted for this year's Google Summer of Code
Check out this Techcrunch article that features SeMI's Series-A investment
TL;DR

"SeMI Technologies’ search engine opens up new ways to query your data"

22 February 2022 • Check out this Techcrunch article that features SeMI's Series-A investment
Press release of SeMI's Series-A investment
TL;DR

"SeMI Technologies' $16M Series A Round Highlights a New Wave of AI-first Database Tech"

22 February 2022 • Press release of SeMI's Series-A investment
Community article about vector search engines like Weaviate
TL;DR

Weaviate: Towards the New Era of Vector Search Engines

03 February 2022 • Community article about vector search engines like Weaviate
Interesting talk with Natural Language Processing-Specialist Jordan Luxford and Bob van Luijt.
TL;DR

The NLP Zone: Episode 6

20 January 2022 • Interesting talk with Natural Language Processing-Specialist Jordan Luxford and Bob van Luijt.
The Rise of the Database, interview by Sheamus McGovern with Bob van Luijt on the Open Data Science Conference.
TL;DR

Open Data Science Conference

14 January 2022 • The Rise of the Database, interview by Sheamus McGovern with Bob van Luijt on the Open Data Science Conference.
Weaviate can be used as the DocumentStore, serving as the database for Haystack retrievers.
TL;DR

Weaviate and Haystack

09 January 2022 • Weaviate can be used as the DocumentStore, serving as the database for Haystack retrievers.
Hurrya! Feature Binary Passage Retrievel is out. See this video from Henri AI Labs for a quick overview.
TL;DR

Binary Passage Retrieval

24 December 2021 • Hurrya! Feature Binary Passage Retrievel is out. See this video from Henri AI Labs for a quick overview.
This video illustrates how to upload the Keras Code Examples into the Weaviate Vector Search Engine!
TL;DR

Keras Code Search

22 December 2021 • This video illustrates how to upload the Keras Code Examples into the Weaviate Vector Search Engine!
Weaviate is using GraphQL to provide user-friendly data interaction. Learn more in this Graph QL Asia 2021 Presentation!
TL;DR

Data Science with Weaviate

22 December 2021 • Weaviate is using GraphQL to provide user-friendly data interaction. Learn more in this Graph QL Asia 2021 Presentation!
Check out this Techcrunch article that features Weaviate and in the section: How to get coverage for your company. And, vector search.
TL;DR

Weaviate in Techcrunch

09 December 2021 • Check out this Techcrunch article that features Weaviate and in the section: How to get coverage for your company. And, vector search.
Cool video from Henry AI Labs on all sorts of topics, (Wikidata, PyTorch-BigGraph, Graph Neural Networks, Knowledge Graphs.
TL;DR

Vector Search through Wikidata

07 December 2021 • Cool video from Henry AI Labs on all sorts of topics, (Wikidata, PyTorch-BigGraph, Graph Neural Networks, Knowledge Graphs.
Seem like Wikidata is also a fan of Weaviate since they chose us as the tool of the week in December 2021.
TL;DR

Wikidata Tool of the Week

06 December 2021 • Seem like Wikidata is also a fan of Weaviate since they chose us as the tool of the week in December 2021.
In this repository on Github, you'll find a guide on how you can import the complete Wikidata PBG model into a Weaviate.
TL;DR

BigGraph Wikidata dataset

01 December 2021 • In this repository on Github, you'll find a guide on how you can import the complete Wikidata PBG model into a Weaviate.
We imported the complete English language Wikipedia article dataset into a single Weaviate instance. It is all available so go and run the complete setup yourself!
TL;DR

Full Wikipedia dataset

01 December 2021 • We imported the complete English language Wikipedia article dataset into a single Weaviate instance. It is all available so go and run the complete setup yourself!
In this recorded presentation from Bob van Luijt he will present a case study of the GraphQL interface in the Weaviate vector searching engine.
TL;DR

Weaviate @ GraphQL Berlin

30 November 2021 • In this recorded presentation from Bob van Luijt he will present a case study of the GraphQL interface in the Weaviate vector searching engine.
Article on towardsdatascience written by Bob on semantic search through the complete Wikipedia, discussing GraphQL, Sentence-BERT, and BERT Q&A
TL;DR

Wikipedia and Weaviate

26 November 2021 • Article on towardsdatascience written by Bob on semantic search through the complete Wikipedia, discussing GraphQL, Sentence-BERT, and BERT Q&A
A great explaining video on Henry AI Labs on how semantic search through Wikipedia, topics discussed: GraphQL, Sentence-BERT, and BERT Q&A.
TL;DR

Wikipedia Vector Search Demo

26 November 2021 • A great explaining video on Henry AI Labs on how semantic search through Wikipedia, topics discussed: GraphQL, Sentence-BERT, and BERT Q&A.
AI-powered Vector Search Engine Weaviate by Laura Ham of SeMI Technologies during a Linux Foundation event.
TL;DR

Presentation by Laura Ham

11 November 2021 • AI-powered Vector Search Engine Weaviate by Laura Ham of SeMI Technologies during a Linux Foundation event.
Vector Search Engines are powering the the next generation of search. This podcast explores HNSW, Neurosymbolic search and filtering, and more!
TL;DR

Etienne Dilocker on Weaviate

11 October 2021 • Vector Search Engines are powering the the next generation of search. This podcast explores HNSW, Neurosymbolic search and filtering, and more!
An experiment to see how both loose and restrictive filters affect vector search speed and quality.
TL;DR

Effects of filtered HNSW

08 October 2021 • An experiment to see how both loose and restrictive filters affect vector search speed and quality.
This article from Charles Pierse on Medium touches briefly on Knowledge Graphs and how we have leveraged them at Keenious.
TL;DR

Knowledge Graph Search

02 October 2021 • This article from Charles Pierse on Medium touches briefly on Knowledge Graphs and how we have leveraged them at Keenious.
AI Coffee Break with Letitia – Modern search engines explained. Cool explaining video on what you need to know about today’s vector search engines.
TL;DR

Vector databases explained!

05 September 2021 • AI Coffee Break with Letitia – Modern search engines explained. Cool explaining video on what you need to know about today’s vector search engines.
CIO Insight on the Business Application of Vector Search.
TL;DR

CIO Insight on Vector Search

11 August 2021 • CIO Insight on the Business Application of Vector Search.
Weaviate is a full-fledged vector database with full CRUD support. In this meetup, Etienne Dilocker of SeMI Technologies explains how Weaviate works under the hood.
TL;DR

Architecture Deep Dive

24 June 2021 • Weaviate is a full-fledged vector database with full CRUD support. In this meetup, Etienne Dilocker of SeMI Technologies explains how Weaviate works under the hood.
How to build a fast and production-ready neural search using Transformers, DistilBERT, and the vector search engine Weaviate
TL;DR

Sub-50ms neural search

07 April 2021 • How to build a fast and production-ready neural search using Transformers, DistilBERT, and the vector search engine Weaviate
A full tutorial on the Python library of the new Machine Learning based vector search engine, Weaviate
TL;DR

Weaviate Python Library

07 April 2021 • A full tutorial on the Python library of the new Machine Learning based vector search engine, Weaviate
Google uses machine learning and graphs to deliver search results. Most search engines do not. Weaviate wants to change that.
TL;DR

Weaviate in ZDNet

07 April 2021 • Google uses machine learning and graphs to deliver search results. Most search engines do not. Weaviate wants to change that.
Learn how the Weaviate vector search engine helps customers like Metro AG and explore one of the many use cases Weaviate is helpfull in!
TL;DR

Weaviate for Retail

03 March 2021 • Learn how the Weaviate vector search engine helps customers like Metro AG and explore one of the many use cases Weaviate is helpfull in!
Article on DB engines showing the uniqueness of Weaviate, being Approximate Nearest Neighbor (ANN) database with CRUD support
TL;DR

Why is Weaviate unique?

02 February 2021 • Article on DB engines showing the uniqueness of Weaviate, being Approximate Nearest Neighbor (ANN) database with CRUD support
Introduction and demo by Bob van Luijt during FOSDEM 2020 about the Weaviate Vector Search Engine.
TL;DR

Weaviate @ FOSDEM 2020

08 February 2020 • Introduction and demo by Bob van Luijt during FOSDEM 2020 about the Weaviate Vector Search Engine.
Weaviate allows you to find the data that you're looking for fast and reliable, but it also allows you to index the data based on its meaning.
TL;DR

Weaviate @ FLOSS Weekly

06 February 2020 • Weaviate allows you to find the data that you're looking for fast and reliable, but it also allows you to index the data based on its meaning.
Mark Mirchandani talks to Bob van Luijt, about what a knowledge graph is and how they've built Weaviate.
TL;DR

Google Cloud's Stack Chat

24 January 2020 • Mark Mirchandani talks to Bob van Luijt, about what a knowledge graph is and how they've built Weaviate.