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p/ragieBuild RAG applications on your user data
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Ryan Gilbert

Ragie Connect - Build RAG applications on your user data

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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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Bob Remeika
Maker
šŸ“Œ
Hi Product Hunt! šŸ˜ø We're so excited to kick off 2025 with the launch of Ragie Connect! šŸš€ Last year, we launched Ragie, and the response has been incredible. Many of our users have asked for a way to use our robust RAG pipeline in their SaaS apps, which is why weā€™re shipping Ragie Connect. With Ragie Connect, you can: āœ… Build RAG applications on your usersā€™ data šŸ› ļø Leverage built-in authentication and permissions so you can ship in minutes, not weeks. šŸ” Enjoy automatic data syncing that keeps your application in sync with data from sources like Google Drive, Notion, Salesforce, and more. But thatā€™s not all. Ragie stands out for its scalability, precision, and incredible recall, thanks to advanced features like Hybrid Search, Partitions, Entity Extraction, and more. Hereā€™s how Ragieā€™s capabilities stack up in the real world: šŸ“ˆ 99.4% accuracy on LegalBench-RAG, a benchmark designed to evaluate the retrieval component of RAG systems in the legal domain. šŸ“Š Outperformed FinanceBench benchmarks for Shared Store retrieval by 137%, a rigorous benchmark designed to evaluate RAG systems using real-world financial documents, such as 10-K filings and earnings reports from public companies. We also have an integration with LangChain for those looking to use Ragie for retrievals. And weā€™re just getting started! Hereā€™s whatā€™s coming next during our big Launch Week: - Advanced features like Recency Bias and new connectors like Slack, Hubspot, S3, etc. - More features to make Ragie Connect more powerful - Weā€™ll also be featuring our open source chatbot, Base Chat, referenced in the video. You can get a sneak peak of the project here: https://github.com/ragieai/basec... Iā€™d love to hear your thoughts and answer any questions about Ragie! I am also happy to hear what you will build with Ragie Connect šŸ”„
AndrƩ J
This is for B2B right? Or can it be used by B2C users as well? If I may ask, who is your typical user?
AndrƩ J
@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.
Matt Kauffman
Maker
@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.
Matt Kauffman
Maker
@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?
Ryan Gilbert
Hunter
Iā€™ve loved following the Ragie journey so far šŸš€ What was the most challenging part of building Ragie Connect following your initial launch?
Bob Remeika
Maker
@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!
Blair
Launching soon!
Congratulations on the successful launch! It sounds absolutely amazing! The fact that it enables seamless authentication and integrates smoothly with platforms such as Google Drive, Salesforce, and Notion is truly remarkable.
Bob Remeika
Maker
@dejavideos Thank you for the kind words! Weā€™re thrilled youā€™re excited and canā€™t wait for you to try it out! šŸ˜ŠšŸŽ‰
Achille Cavinato
This is exactly what i need in this moment, thank you guys šŸ”„ and congrats for the launch!
Bob Remeika
Maker
@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!
M Aliyan
congrats on the launch. It sounds fantastic, and I need this badly can't wait to use this.
Bob Remeika
Maker
@maliyan awesome! Let us know if you need any help!
Tim Liao
This looks amazing! As a product designer who doesnā€™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 Iā€™ve always wanted to explore. However, after going through the introduction, I noticed there are still some development environment interfaces involved. It makes me wonderā€”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!
Mohammed Rafiq
Maker
@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...
orliesaurus
Good luck Matt & team!
Ibrahim Salami
Maker
@orliesaurus thank you :)
Matt Kauffman
Maker
@orliesaurus thank you!
Jeff Morris Jr.
Congrats, we use Ragie for our internal software and love the product. Highly recommended if you are building RAG applications!
Bob Remeika
Maker
@jmj Thank you! Weā€™re thrilled Ragie has been helpful for your team.
Ibrahim Salami
Maker
So hyped to finally launch Ragie Connect, can't wait to see what developers will build with it :)
Max Comperatore
why should i use this instead of azure search
Bob Remeika
Maker
@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.
Nick Vanderhoven
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?
Andrey Melnikov
Maker
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.
Jamie S.
So cool! Congrats on the launch!! Amazing that you've extracted away all the complexities. Looking forward to using it!! šŸ”„
Bob Remeika
Maker
@seidways Thanks! Glad you like it! Meet us on Discord if you need help.
Pixel Pioneers
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?
Matt Kauffman
Maker
@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?
ngzhixiao
This looks pretty cool and will make the data content generated by the AI more accurate and reliable.
Olena Variacheva
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.
DeepFried Cyber
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 ?