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Ragie Connect — Build RAG applications on your user data
Easily embed RAG into your product with Ragie Connect. It handles authentication and automatic user-data syncing from Google Drive, Salesforce, Notion, and many more, so you can easily build RAG on top of your users' data. Ship AI features in minutes.
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Congrats, we use Ragie for our internal software and love the product. Highly recommended if you are building RAG applications!
@mattkauffman I think lots of businesses have proprietary data-sets they want to prompt. I just think there is a massive opportunity here. Kind of like The slack moment for intranet, the gmail moment for email, and now the AI moment. But for most businesses its trust and easiness of use/onboarding that will make this moment a reality. As a tech company. Hocking prompting up to the entire github org would be cool.
@sentry_co absolutely. We're definitely seeing interest from people with more internal use cases. A lot of information lives in unstructured file formats like word, pdf, and powerpoint. Being able to drop a bunch files into a drive and then allowing an AI to access them with a few clicks is super appealing.
@sentry_co it can be used for B2C. We have both types of customers. We have a wide range of customers so it's a bit hard to pin down typical. Most of our customers are building some sort of generative ai app or feature, but we also have a fair amount that are using us to improve a chatbot. Do you have a use case in mind?
Congrats on the launch ! As a solopreneur one of the first things I look at for new products is pricing - Ragie looks very interesting for a couple of projects but the pricing is a concern - how do you feel you guys compare with competitive solutions ?
@dejavideos Thank you for the kind words! We’re thrilled you’re excited and can’t wait for you to try it out! 😊🎉
Maker
So hyped to finally launch Ragie Connect, can't wait to see what developers will build with it :)
I recommend Ragie Connect for anyone who wants to quickly integrate RAG (retrieval-augmented generation) capabilities into their products. This solution allows you to easily embed RAG into your application, automatically syncing user data from Google Drive, Salesforce, Notion, and other services.
This looks amazing! As a product designer who doesn’t know much about coding, the idea of being able to create an AI application with RAG capabilities is incredibly exciting to me. It feels like it opens up the possibility of building agents with memory, which is something I’ve always wanted to explore.
However, after going through the introduction, I noticed there are still some development environment interfaces involved. It makes me wonder—how beginner-friendly is this for non-coders like me? Would love to hear your thoughts or any advice on how someone without a technical background could get started with Ragie Connect!
@timliao Ragie Connect will require some light coding know how. However, we have open sourced a fully functional conversational AI application which uses Ragie Connect to pull in data from various sources. I would recommend starting from this open source app and tweaking/adding to it for your use case.
https://github.com/ragieai/basec...
Also please feel free to join our discord channel. We are very active there and will be glad to help and answer any questions and further point you to relevant resources as you build.
https://discord.com/invite/QmT6v...
Ragie Connect seems powerful for integrating RAG into products effortlessly! Are there any built-in analytics or monitoring tools to track user interactions with the RAG applications?
@li_ma9 not yet. We track the retrievals but don't directly attribute them to a user. What sort of analytics would you find interesting?
This is exactly what i need in this moment, thank you guys 🔥
and congrats for the launch!
@achille_cavinato_jenium glad we were able to build a product that fits your needs! Make sure to join our Discord server if you want to talk to our team. We're happy to help!
@maxcomx there are a lot of differences between Ragie Connect and Azure search but one of the biggest is that we handle all of the authentication and authorization for you for all of our integrations. You can kind of think of Ragie Connect as iPaaS that's purpose built for AI.
I’ve loved following the Ragie journey so far 🚀
What was the most challenging part of building Ragie Connect following your initial launch?
@ryangilbert Thanks Ryan! Ragie Connect has been a super interesting product to build.
We've had to solve several challenges like making auth simple and secure across many different integrations as well as indexing data for each provider in the most intuitive way for RAG applications. Along the way we also had to figure out how to make sure multi-tenant applications could maintain a logical separation of data between tenants because you don't want to accidentally leak data between tenants in your application.
Luckily we had been thinking about and working on many of these solutions for a while but putting everything together in an intuitive developer experience was something that required a lot of care.
We think we did an amazing job, but we're really looking forward to seeing what everybody here thinks and we're excited to see what people build!
Love this idea!
For B2B use cases, in terms of privacy, where is the data flowing? Is it an on prem install or do you provide it as a saas?
What are the options for data selection? Let's say I connect a Confluence in the cloud, can I select the spaces? Or does it take all it can access and would it rely on the assigned permissions of the proxy user?
Hi @nickvanderhoven!
Right now we provide it as a SAAS, but we're looking into on prem.
The data selection depends on the Connector, but for Confluence it takes all it can access based on the permissions of the user.
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