Viewing profile — yuhongsun

RAG is a tool for the deep research agent to use in finding all of the context it needs. Deep research can call the search many times and reflect on the results of the previous sea…

Yup, hopefully with Onyx, the folks who have these questions can just fire off a query with agent mode turned on and the LLM will research the relevant tree of knowledge and come b…

We have a dataset that we use internally to evaluate our search quality. It's more representative of our use case since it contains Slack messages, call transcripts, very technical…

Assuming self-hosting, data is processed within the deployment with local deep learning models for embedding, identifying low information documents, etc. A hybrid keyword/vector in…

This is a large challenge in itself actually. Every external tool has it's own framework for permissions (necessarily so). For example, Google Drive docs have permissions like "glo…

It's like how OpenAI's deep research works by searching the internet, ours works by searching over our "RAG" system that indexes company documents.

Quite a lot to cover here! So in addition to the typical RAG pipeline, we have many other signals like learning from user feedback, time based weighting, metadata handling, weighti…

On privacy and security, we are the only option (as far as I know) that you can connect up to all your company internal docs and have it be all processed locally to the deployment …

Amazing to hear from a happy user! Thanks for the kind words!

Before sharing how it works, I want to highlight some of the challenges of a system like this. Unlike deep research over the internet, LLMs aren’t able to easily leverage the built…

I’ve been using deep research on OpenAI and Perplexity and it’s been just amazing at gathering data across a lot of related and chained searches. Just earlier today, I asked “What …

Hi HN! I’m one of the creators of Danswer, the open-source enterprise search project that you may have seen on HN a bit under a year ago ( https://news.ycombinator.com/item?id=3946…

We plan to run a competition with a prize pool as an experimental way of finding amazing candidates. Has anyone seen this work out? For the top submissions we will extend an offer …

Hey everyone, I’m one of the authors of the post. As an engineer at small companies, I’ve only ever heard about ERPs but never fully understood them. They seemed like clunky, expen…

Danswer AI | https://www.danswer.ai/ | Full Stack Engineer, Customer Engineer | On-site | $150,000 - $240,000 Danswer is an open-source GenAI assistant with organization specific k…

We have a connector interface and build guide for contributors: https://github.com/danswer-ai/danswer/blob/main/backend/dans... Should be not too bad to build one out! Fun fact, mo…

Ya, I haven't dug too deep into their project, to be honest. But we do think it's great more teams are going for open source. I tried to look up their RAG pipeline to see if they'v…

There's a question by cpach further up on this page which is essentially asking this but also with some additional questions. Hopefully you find that thread useful! TLDR: There's t…