bobvanluijt

44 ms·

1. 121.▲
   by bobvanluijt 4y ago

   This is great news! Things are moving so fast; I remember we started to help out with our team after we saw the first Weaviate pull request https://github.com/hwchase17/langchain/pull/261
2. 122.▲
   by bobvanluijt 4y ago

   Interesting - could it be the case that your use case is more suited for a library like FAISS instead of a vector DB? Would love to understand this. (I’m affiliated with Weaviate).
3. 123.▲
   by bobvanluijt 4y ago

   Faiss is awesome but note that it's an ANN library that might not be suitable for all use cases; hence vector databases exist. Two things that might be of interest: the main contributor of Faiss on the Weaviate podcast: https:/&#
4. 124.▲
   by bobvanluijt 4y ago

   We are experimenting with Weaviate Embedded so that users can embed the vector database inside their Python (notebook) or TypeScript application. This should help with prototyping, CI pipelines, etc. This request came up a few times from co
5. 125.▲
   by bobvanluijt 4y ago

   Super interesting - might be an opportunity for a Weaviate module as well (Weaviate modules take care of vectorization but are model agnostic)
6. 126.▲
   by bobvanluijt 4y ago

   Correct - this is actually a core focus of Weaviate. That's why it's not limited to only ANN but also has an inverted index, optional modules, etc.
7. 127.▲
   by bobvanluijt 4y ago

   Somebody already mentioned it on this thread, but with Weaviate, we aim to create more end-to-end experience that can be used open source or as (hybrid-)SaaS. For example, you can store the complete data object, ANN and inverted filters (hy
8. 128.▲
   by bobvanluijt 4y ago

   Previous post: https://weaviate.io/blog/ann-algorithms-hnsw-pq
9. 129.▲
   by bobvanluijt 4y ago

   Thanks, Jason! Very soon, the public beta of the cloud version will be live with a brand new UI, and 100% self-service hosted Weaviates
10. 130.▲
    Vector Search Using OpenAI Embeddings with Weaviate(betterprogramming.pub)

    2 points by bobvanluijt 4y ago|0 comments
11. 131.▲
    by bobvanluijt 4y ago

    Previous article: https://weaviate.io/blog/ann-algorithms-vamana-vs-hnsw
12. 132.▲
    Hnsw+pq – Exploring ANN algorithms Part 2.1(weaviate.io)

    1 points by bobvanluijt 4y ago|1 comments
13. 133.▲
    by bobvanluijt 4y ago

    Yeah - it will become available as a multi2vec Weaviate module as well in due time.
14. 134.▲
    by bobvanluijt 4y ago

    I'm affiliated with Weaviate and am super happy to see the role of vector databases mentioned in the report (p.15 & p.22)
15. 135.▲
    2023 Design in Tech Report [pdf](maeda.pm)

    1 points by bobvanluijt 4y ago|1 comments
16. 136.▲
    Combining LangChain and Weaviate(weaviate.io)

    3 points by bobvanluijt 4y ago|0 comments
17. 137.▲
    by bobvanluijt 4y ago

    Lots of things are happening in the world of vector DBs. For those interested in what Weaviate will do this year. Tl;Dr: ingestion and search pipelines, native roaring bitmap index, auto-scaling, product quantization, and disk-based ANN.
18. 138.▲
    Roadmap 2023 Weaviate vector search engine(weaviate.io)

    4 points by bobvanluijt 4y ago|1 comments
19. 139.▲
    OpenAI Cookbook Weaviate Examples(github.com)

    3 points by bobvanluijt 4y ago|0 comments
20. 140.▲
    by bobvanluijt 4y ago

    Thanks! Def looking at OOTB Lang-Chain & Weaviate possibilities.
21. 141.▲
    Generative Search Module for Weaviate(weaviate.io)

    5 points by bobvanluijt 4y ago|3 comments
22. 142.▲
    by bobvanluijt 4y ago

    We've just released (open source) a Weaviate module that allows you to pipe search results directly through an LLM (in this case, OpenAI's GPT-3, soon more to come). Would love to hear what you all think about this approach. More
23. 143.▲
    by bobvanluijt 4y ago

    Tomorrow https://weaviate.io will also release a generative search module that accepts LaMDA when it’s in GA besides GPT-based models. (I'm affiliated with Weaviate)
24. 144.▲
    Our Mad Journey of Building a Vector Database in Go (FOSDEM Talk)(youtube.com)

    4 points by bobvanluijt 4y ago|1 comments
25. 145.▲
    Vertical Integration Is Key to Winning the AI Race(esteininger.medium.com)

    2 points by bobvanluijt 4y ago|0 comments
26. 146.▲
    A Gentle Introduction to Diffusion Models(weaviate.io)

    5 points by bobvanluijt 4y ago|0 comments
27. 147.▲
    Hello-DL – A from scratch introduction to modern machine learning(github.com)

    2 points by bobvanluijt 4y ago|0 comments
28. 148.▲
    Neural Search Frameworks: A Head-to-Head Comparison(dmitry-kan.medium.com)

    52 points by bobvanluijt 4y ago|10 comments
29. 149.▲
    Show HN: Weaviate Search Graph – a search engine with build in embeddings(semi.technology)

    3 points by bobvanluijt 6y ago|0 comments