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Test embedding models, chunking, hybrid search and rerankers against your own documents. Identify what improves retrieval, what breaks it, and what it costs before changing your production pipeline. No provider API keys.
Hello Product Hunt 👋
I’m Abdesslem, the maker of Truvec.
I built it because I kept seeing teams struggle when migrating from one embedding model to another.
Truvec started as a simple way to compare embedding models on your own documents. It now goes further:
🔍 Compare retrieval strategies side by side on your real data
🐞 Debug failing questions to see exactly why the right chunk wasn't retrieved
⚙️ Experiment in a few clicks: add a reranker, change your chunking, swap the embedding model, or turn on BM25 hybrid search, then see how each change affects the results for every question
The goal is simple: you shouldn't have to guess whether a RAG change helps or hurts. You should be able to measure it.
I’d love your feedback, especially if you’ve been through an embedding migration or are tuning a RAG pipeline right now. What would make Truvec more useful for you?
Thanks for checking it out! 🙏
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About Truvec on Product Hunt
“Find out why your RAG retrieves the wrong answers”
Truvec was submitted on Product Hunt and earned 2 upvotes and 3 comments, placing #95 on the daily leaderboard. Test embedding models, chunking, hybrid search and rerankers against your own documents. Identify what improves retrieval, what breaks it, and what it costs before changing your production pipeline. No provider API keys.
Truvec was featured in SaaS (45.3k followers), Developer Tools (522.9k followers) and Artificial Intelligence (483.5k followers) on Product Hunt. Together, these topics include over 292k products, making this a competitive space to launch in.
Who hunted Truvec?
Truvec was hunted by Abdesslem Amri. 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.
Want to see how Truvec stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Abdesslem Amri