The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Built a FastAPI backend integrating a Neo4j knowledge graph using PrimeKG (17K+ diseases, 4M+ relationships).– Engineered a semantic FAISS retrieval layer with sentence-transformers over 30+ Cypher-query examples via LangChain.– Implemented JWTauth, model-agnostic LLM inputs, and fabrication guards to actively prevent token-limit failures.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Trending
retrofuturism
Share your favorite designs from the past exploring the distant future. Or your own take on the aesthetic 🚀
halftone
Dots. Texture. Grain. Let's see your designs using the halftone technique.
Midjourney
Creatives are showing off what they're making with Midjourney.
colorgrade
Video editors sound off: How do you enhance the mood of your video in color grading?
Related posts
Just published a new verified case study 🎉
A full-stack e-commerce operations platform I worked on across product design, frontend, backend, and CMS architecture.
Cool designing and purposeful building. Great work!
RAG AI Assistant with Vector Search
Super clean RAG architecture! Love the breakdown
Building an Autonomous WhatsApp AI Sales Agent for E-Commerce — My Descript Workflow.
In this demo, I share my engineering workflow using Next.js & Supabase to build an AI that understands local Arabic dialects and automates customer orders in real-time.
I used Descript to edit this video quickly, leveraging 'Studio Sound' to isolate background noise and adding dynamic automated captions in seconds.
Nice blend of product engineering and clear demo storytelling here. The local-dialect handling plus real-time order flow is a compelling use case, and the clean dashboard framing makes the workflow easy to follow.
