Weaviate Software Stack

• Posts
  • Connor Shorten: Nils Reimers on Cohere Search AI (2023)
  • Unstructured with Brian Raymond (2023)
  • Say Goodbye to Irrelevant Search Results: Cohere Rerank Is Here (2023)
  • Bob van Luijt on Generative Search with Weaviate (2023)
  • Stefan Bogdan: Getting Started with Weaviate Python Library (2021)
  • Weaviate Meetup June – Architecture Deep Dive, how to build a vector database (2021)
  • Weaviate Meetup – Getting Started (setup, vectorizers, schemas, importing data and GraphQL) (2022)
  • Console can be pointed to local weaviate instance
  • Need pip install git+https://github.com/facebookresearch/detectron2.git installed in order to get unstructured to parse pdfs with hi_res strategy
  • Erika Cardenas: Hybrid Search Explained (2023)
  • Connor Shorten: Ranking Models for Better Search (2023)
  • Question Answering - transfomers
  • Cohere, Santiago, Bob Van Luijt: AI and the Future of Search Twitter talk (2023)

• Kamalraj M M: Weaviate Explained: Understanding Schema & Querying: Optimizing Results Using Querying & Filtering (2023)

• Setup
  • Weaviate console can be pointed to local instance
  • Docker nvidia runtime is required for Weaviate:
    • New Docker CLI API Support for NVIDIA GPUs under Docker Engine 19.03.0 Pre-Release (2019)

Other

• Cloud Data Platform
• Language Models
• Machine Learning