Binary Passage Retrieval in Weaviate (32x Memory Savings)
This video presents a quick overview of Binary Passage Retrieval in Weaviate! Huge congratulations to Etienne Dilocker (CTO and Co-Founder of Weaviate) for putting this together, it was really awesome getting to watch his thought process and brainstorming around putting this together! Really excited to discuss this further on the Weaviate Podcast, please subscribe to SeMI Technologies to be informed when this is published!
Links
BPR Weaviate Docs: https://www.semi.technology/developer...
Efficient Passage Retrieval with Hashing for Open-domain Question Answering: https://arxiv.org/abs/2106.00882
TechCrunch Apple XNOR.ai: https://techcrunch.com/2020/01/15/app...
SimCLR: https://arxiv.org/abs/2002.05709
Barlow Twins: https://arxiv.org/abs/2103.03230
HuggingFace Spaces: https://huggingface.co/spaces
Weaviate Wikipedia Demo: https://github.com/semi-technologies/...
Weaviate Wikidata Demo: https://github.com/semi-technologies/...
Happy Holidays!