richardmeng

8 ms·

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Roe (YC W24) Is Hiring
1 points by richardmeng 1y ago
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by richardmeng 1y ago
We'll dockerize it.
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by richardmeng 1y ago
what's wrong with vercel?
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Vectorless: open-source PDF chatbot without RAG
4 points by richardmeng 1y ago|4 comments
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by richardmeng 1y ago
Sumble has been my critical tool to research the organization structure and responsibility in a large company, technology adoption like which organization has the LLM adoption. Congrats on the launch!
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by richardmeng 2y ago
A lot of infrastructure work is needed to make the SQL experience seamless work for unstructured data. And at the most part we do fork the open core data warehouse and build on top of it.
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by richardmeng 2y ago
I think by parse it means more like document understanding
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by richardmeng 2y ago
Today's large vision models like GPT-4o can parse the content heavy papers pretty well (and respect their structures). Yah basically it allows you to send PDFs as image patches into GPT-4o model that workflow can be easily built. Feel
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by richardmeng 2y ago
We use Gemini to analyze the video in its raw format.
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by richardmeng 2y ago
To add to Jason's point - There is a big UI part here, because for multimodal data analytics, we think it's crucial for people to see and hear data. For the RAG search, many DBs have built-in vector search, but chunking, indexing,
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by richardmeng 2y ago
I guess to add to Jason's point, it depends on how data engineers/data analysts are perceived in their roles within the company. For some companies, we see a data analyst taking end-to-end responsibility from the data engineering
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by richardmeng 2y ago
This does not work with Redshift. This is a query engine for unstructured data like documents, images, videos. Those data do not quite fit into Redshift / Bigquery data warehouse.
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by richardmeng 2y ago
Thanks!
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by richardmeng 2y ago
Right, our product is designed for data practitioners who want snappy data analytics on unstructured data. Thanks for sharing your project, super cool idea! What does it take if we want to integrate our SQL engine with datachain?
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by richardmeng 2y ago
Likely, can you elaborate on your use case and what db do you use?
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by richardmeng 2y ago
Good points! We'll update our landing pages as you suggested.
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Launch HN: Roe AI (YC W24) – AI-powered data warehouse to query multimodal data
60 points by richardmeng 2y ago|35 comments