https://t.co/h5eei3KQLH is a private and secure Chat GPT alternative. It can unlock knowledge from your confidential docs. Make your employees more productive. Your confidential data doesn't have to leave your organisation.
Grok 3 is shockingly capable in the handful of tests I've done so far. Not sure there's much point in keeping that $20/month ChatGPT subscription any longer. Love how freaking fast it is too! Wonder if that'll hold once rolled out to all?
It's the little things. Adding the file upload feature to the Chrome extension.
Oh did we forget to mention... We released a Chrome extension, in the Chrome store now!
Chunking techniques for RAG:
Fixed-length: Simple but rigid.
Sentence-based: Natural but variable size.
Paragraph-based: Logical but inconsistent lengths.
Recursive chunking: Flexible but uses different logic.
Semantic: Context-aware but computationally expensive.
Sliding window: Flexible overlap but potential redundancy.
Document-based: Preserves structure but may be too large.
Experiment with different methods. Find what works for your data.
We released a bunch of updates to the backend in prep for something new coming out soon! 🎉
- Web API improvements and fixes
- UI improvements as part of Streamlit upgrade (though moving towards getting off Streamlit)
- Demo on Streamlit community cloud fixed.
The improved version of the @docqai Chrome extension is coming along nicely.
UI is powered by @chakra_ui.
Creating that custom component for Space selection was 10x easier, faster, and more enjoyable to dev with Chakra (+ Copilot).
This OpenAI structured outputs feature, released the other day, is a big deal.
It might not sound cool/sexy but it's important. Anybody building real AI products knows that _reliably_ binding LLM output to the UI and other parts of the software system is hard. >>
Boom I'm organising another Space tomorrow!
We'll cover the latest AI/LLM news and talk about what each of us is working on.
Join if interested!
https://t.co/VpP2Xrr7Cj
@helloiamleonie@itsajchan@weaviate_io Yep, we also concluded through some experimentation hybrid (vector + keyword search) yields bettr results and more often.