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.
Hi Product Hunt! 😸
We're so excited to kick off 2025 with the launch of Ragie Connect! 🚀
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 we’re shipping Ragie Connect.
With Ragie Connect, you can:
✅ Build RAG applications on your users’ data
🛠️ Leverage built-in authentication and permissions so you can ship in minutes, not weeks.
🔁 Enjoy automatic data syncing that keeps your application in sync with data from sources like Google Drive, Notion, Salesforce, and more.
But that’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.
Here’s how Ragie’s capabilities stack up in the real world:
📈 99.4% accuracy on LegalBench-RAG, a benchmark designed to evaluate the retrieval component of RAG systems in the legal domain.
📊 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 we’re just getting started! Here’s what’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
- We’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...
I’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 🔥
About Ragie Connect on Product Hunt
“Build RAG applications on your user data”
Ragie Connect launched on Product Hunt on January 6th, 2025 and earned 363 upvotes and 31 comments, earning #3 Product of the Day. 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.
On the analytics side, Ragie Connect competes within Software Engineering, Developer Tools and Artificial Intelligence — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how Ragie Connect performed against the three products that launched closest to it on the same day.
Who hunted Ragie Connect?
Ragie Connect was hunted by Ryan Gilbert. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Ryan Gilbert