ShapedQL: The SQL engine for search, feeds, and AI agents
Connect your data. Train your models. Query text, user or session context and retrieve relevant results in milliseconds.
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YC · launched Jan 28, 2026 · 15 upvotes (top 68%) · 0 views
Niche: database management systems and engines · 162 launches, 5 in the last 7 days ▼ -17% · Explore this niche →
Category and tags
- Horizontal
- Search & retrieval
- Developer
- AI-native
- Commercial product
- Search
- AI
- Recommendation System
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More like this: all 162 launches in database management systems and engines →
Could you build this?
No ShapedQL is a distributed search and recommendation SQL engine with real-time feedback loops and vector similarity, requiring low-level systems engineering.
What it would actually take: This requires building a custom query engine and planner (e.g., in Rust/C++ atop Apache Arrow or DataFusion) supporting hybrid vector and relational retrieval at sub-50ms latencies. It involves streaming event ingestion (Kafka/Flink) to continuously update continuous ranking models (two-tower models, GNNs) based on user interaction feedback. Developing this necessitates distributed database engineers and ML infrastructure specialists.
Competitors
Other products that read as similar to this one : 316 launches clear the similarity bar, closest 8 shown.
Attention rank: #224 of 317 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 90 days after the earliest competitor.
- ShapedQL · hn · 2026-01-27 · 80 upvotes · similarity 0.69
- DeepSQL · hn · 2026-07-20 · 52 upvotes · similarity 0.50
- RooQL · hn · 2026-10-13 · 6 upvotes · similarity 0.47
- Sqlsure · hn · 2026-07-11 · 43 upvotes · similarity 0.45
- Backend Friend · ph · 2026-11-03 · 1 upvotes · similarity 0.44
- JevSDSQL · github · 2026-09-23 · 23 upvotes · similarity 0.44
- ByeSQL · ph · 2026-11-09 · 2 upvotes · similarity 0.44
- XQL, a query language for screening market data · hn · 2026-07-30 · 5 upvotes · similarity 0.44
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