Hiring like a data scientist #2: https://lnkd.in/gS-_gAGy Do you have too many resumes and other files to filter and analyze? Try Roe AI VolansDB to streamline your process with AI! - Import files directly from URLs - Import S3 buckets into tables - Use configurable data processing agents
Roe AI
Software Development
San Mateo, California 1,729 followers
SQL-powered multimodal data query engine for data analysts to do quantitative analysis.
About us
Introducing VolansDB, the dead simple query engine to analyze multimodal data like videos, images with simple SQL queries.
- Website
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https://getroe.ai
External link for Roe AI
- Industry
- Software Development
- Company size
- 2-10 employees
- Headquarters
- San Mateo, California
- Type
- Privately Held
- Founded
- 2023
- Specialties
- Unstructured Data, Generative AI, Large Language Models, Data Warehouse, and Fine-tuning
Locations
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Primary
400 Concar Dr
San Mateo, California 94402, US
Employees at Roe AI
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Richard Meng
Co-founder & CEO @ Roe AI | Building quantitive unstructured data analytics with Gen AI | ex-Snowflake AI, LinkedIn
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Jason Wang
Co-Founder @ Roe AI (YC W24) | Lower the entropy of unstructured data | ex-Meta AI, Retool
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Sam Liang
Founding Engineer @ Roe AI | Princeton CS
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Joseph May may
Owner at Roe AI
Updates
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❄ ❄ ❄ We have integrated with Snowflake A simple demo of extracting the video summaries using Gemini pro 1.5 model - Configure the Snowflake credentials within the app - Create a table from an internal staging. Now I have a table of videos - Create an AI agent and define its goal as extracting the video summary - Use the AI agent in asynchronous mode on the videos with SQL Asynchronous mode: Since LLM can take a long time to run on huge files, it's annoying to wait for that 1 long-running job while the rest of the LLM results are ready. Therefore, Roe AI allows you to access the LLM results that are completed first. This allows quicker prompt iteration and no need to wait for all the data to come back. #snowflake #llm #gemini
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SQL is all you need.
Co-founder & CEO @ Roe AI | Building quantitive unstructured data analytics with Gen AI | ex-Snowflake AI, LinkedIn
If it takes you > 1min to analyze unstructured data today, you are doing it wrong. It only takes one line of SQL in Roe AI to do LLM-based quantitative analysis on unstructured data. Demo 1: generating a one-liner summary from a table of videos with SQL https://lnkd.in/eHxkWwif Demo 2: Do a first pass of 1000 candidate PDF resumes with SQL https://lnkd.in/e7dzFF4r Demo 3: cut the scoring highlights with AI from Euro 2024 with SQL https://lnkd.in/egY2N8mF → No need to write Python, wrangle with S3 and do dev ops in Spark or Lambda functions. To learn more, check out our blogs https://lnkd.in/ebCXrqKF and docs docs.roe-ai.com #dataengineering #dataanalysis
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Data analysts are often underrated talents in organizations. The existing data tooling heavily focuses on structured data, limiting their capabilities and imaginations. Introducing 𝐕𝐨𝐥𝐚𝐧𝐬𝐃𝐁 (𝐛𝐞𝐭𝐚) - an AI interface for multimodal data analytics, built for data analysts. We enable data analysts to perform creative data analysis directly on raw multimodal data with simple data queries. If you are a data analyst and want to try it out, go to getroe.ai and it's FREE to start! How does VolansDB work in 1 minute? - 𝐖𝐨𝐫𝐤𝐢𝐧𝐠 𝐰𝐢𝐭𝐡 𝐧𝐚𝐭𝐢𝐯𝐞 𝐝𝐚𝐭𝐚: We are taking advantage of the fact that Gen AI can understand raw images and videos, by enabling data people to have direct access to the raw data and query them in its native form. This gives the flexibility to ask different business questions from the same set of multimodal data. - 𝐄𝐱𝐭𝐞𝐧𝐝𝐢𝐧𝐠 𝐒𝐐𝐋 𝐟𝐨𝐫 𝐀𝐈: SQL is a language familiar to data professionals. We’re extending its power to query multimodal data with Generative AI agents and multimodal semantic search. It’s like data people have Langchain, Pinecone and BigQuery together. - 𝐋𝐚𝐤𝐞𝐡𝐨𝐮𝐬𝐞 𝐚𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞: Unstructured data are huge in size, so in the benefit of cost, we bring compute directly to where the data resides, like S3, so zero data movement is needed.
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I hope you are having a blast on this wonderful day because we got another Feature Friday for you. Suppose you have tons of chat data between users and your AI assistant, and you want to analyze those conversations at scale. You can easily do just that on Roe AI: 1. Upload your chat data. You can view all your chats easily via our UI for chat messages. 2. Create a text extraction agent. 3. Go to VolansDB and create a new worksheet. 4. Write some SQL to execute your agent and voila, you’re done. Join our Slack workspace: https://lnkd.in/eyexKHFb Docs: https://lnkd.in/eMVm5zUp Watch our Get Started YouTube series: https://lnkd.in/e_YMyCJ4
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🚨 New Roe AI feature, read multimodal data from your S3, and enrich them with multimodal LLM takes < 1 minute.
Co-founder & CEO @ Roe AI | Building quantitive unstructured data analytics with Gen AI | ex-Snowflake AI, LinkedIn
🚀 🚀 🚀 Roe AI helps manage your S3 unstructured data: you can now query S3 files directly with SQL. Today, AI teams have wasted too much time wrangling with raw S3 to make multimodal data and metadata work together. Figuring out which dataset to train which model is just a HOT mess. We simplify this process by providing a GUI that allows you to use SQL to organize the unstructured data as SQL tables. Combining with Gen AI agents, generate metadata for those raw data at scale Sign up here https://app.roe-ai.com/ to get your $50 free credits towards GPT-4o, Gemini pro 1.5 and more! Checkout my previous posts about using AI to cut soccer videos and analyze PDF documents) https://lnkd.in/dkgBf7Tu https://lnkd.in/dFDRRiMc
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We’re back with another Feature Friday! Today, we’ll show you how to run any agent you created on Roe AI in VolansDB. VolansDB combines the power of SQL with AI agents, allowing you to easily and efficiently analyze your multimodal data at scale. It’s super easy! Here are the steps: 1. Get your agent’s ID 2. Navigate to the Workspace page 3. Create a new table using your target data 4. Make a worksheet and start writing SQL 5. Use the run_agent() function in your SQL to use your agent 6. Execute and see the results Check out our docs and the video below (part of our YouTube series) for a detailed overview! Join our Slack workspace: https://lnkd.in/eyexKHFb Docs: https://lnkd.in/eiiWkv5d Watch our Get Started YouTube series: https://lnkd.in/e_YMyCJ4
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What's up! In this week's Feature Friday, we'll show you how to create a video extraction agent on Roe AI and then run a single job on it using the UI. With Roe, you can easily customize your video extraction agent to extract the exact data into the exact structure that you want from your video. In our example, we extract features such as the music style, scenes, visual elements, and a summary from the video. Check it out below! Join our Slack workspace to see how Roe AI can accelerate your unstructured data management! https://lnkd.in/eyexKHFb
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Scalable image generation is possible at Roe AI with SQL!
Co-founder & CEO @ Roe AI | Building quantitive unstructured data analytics with Gen AI | ex-Snowflake AI, LinkedIn
A Y Combinator friend asks us if we can even generate posters of scored players before Euro 2024 Final. Here is how we use 1 line of SQL to generate 10 posters for each scored player * A table with 10 player names, one in each row * Build 10 prompts based on player name, e.g "Embolo holds a golden trophy in Euro 2024" * Send 10 prompts to a stable diffusion model * The generated 10 images are saved into a new column, an image per row This can be scaled to tens of thousands of image generations. The model we used is the latest Stable Diffusion Ultra from Stability AI, but it is completely customizable to accommodate different needs. This is only possible with Roe AI (YC W24). If you want a free account, please comment below.
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Extract Luke Modric’s scoring highlight out of 100 minutes soccer game is possible using AI! It’s crazyyy!
Co-founder & CEO @ Roe AI | Building quantitive unstructured data analytics with Gen AI | ex-Snowflake AI, LinkedIn
🇪🇸 vs 🏴 Combine Gen AI with SQL to cut 100 minutes+ of soccer videos from Fox Entertainment into 28 short clips of scoring moments⚽️, each around 5-10 seconds long👇 Last night, when Jason Wang and I were watching the Euro2024 semi-final, one idea came to us: why not use AI to find the exact scoring moments and cut it into clips? So, we hacked this out! #UEFA #startup #ycombinator