real-time-recommendation-analytics
End-to-end retail analytics and recommendation platform using PySpark, Kafka, PostgreSQL, Power BI, PyTorch Two-Tower, Qdrant, FastAPI, Docker and Azure.
Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.
Want to reach these readers? Sponsor an issue.
GITHUB · launched Sep 28, 2026 · 109 upvotes (top 8%) · 0 views
Niche: recommendation engines · 48 launches, 4 in the last 7 days · Explore this niche →
Category and tags
- Retail & commerce
- Analytics & BI
- B2B
- AI feature
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 48 launches in recommendation engines →
Could you build this?
Partial The individual components (FastAPI, Qdrant, Docker) can be set up via prompting, but establishing a real-time distributed stream pipeline (PySpark + Kafka + PyTorch Two-Tower training/inference) requires complex infrastructure engineering.
What it would actually take: Building a working prototype involves orchestrating Kafka for clickstream ingestion, PySpark Streaming for feature aggregation, a two-tower neural network trained in PyTorch, and Qdrant for approximate nearest neighbor vector search. The difficult aspects are distributed stream state management, low-latency online inference (<50ms), and feature store consistency between training and real-time serving.
Competitors
Other products that read as similar to this one : 489 launches clear the similarity bar, closest 8 shown.
Attention rank: #24 of 490 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 334 days after the earliest competitor.
- contextual-bandit-offer-recommendation · github · 2026-10-19 · 16 upvotes · similarity 0.57
- Pivot · hn · 2026-10-08 · 16 upvotes · similarity 0.53
- Steam-Game-Analytics · github · 2026-11-08 · 29 upvotes · similarity 0.53
- Rapid-CRM · github · 2026-09-27 · 19 upvotes · similarity 0.52
- OrcaSheets, local first analytics engine to process billions of rows · hn · 2026-05-15 · 5 upvotes · similarity 0.51
- Pug.sh · hn · 2026-07-08 · 15 upvotes · similarity 0.50
- shopify-integration · github · 2026-09-23 · 8 upvotes · similarity 0.49
- XQL, a query language for screening market data · hn · 2026-07-30 · 5 upvotes · similarity 0.49
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.