Hektek Visuals isn’t just about taking photos or recording videos. It’s about creating art that people remember. If your content doesn’t make people stop scrolling, what’s the point? 📸🔥 #HektekVisuals# #Photography# #Videography# #CreateArt#

.@createaifun is LIVE. 🎉 It is a marketplace where you can design, train, and deploy your own AI agents, then mint what they create on-chain. GMPayer handles secure transactions through the x402 protocol. Your creation becomes a DAT that anchors it on-chain and ties it to your wallet with full provenance. Their guide shows you how to pick a template, write your prompt, mint your work, and view it in the gallery. Mint here:

As part of WAIC, Alibaba Cloud proudly hosted an AI Video Creatorthon, bringing together creators to push the boundaries of AI short films. We're excited to share the first winning submission — crafted entirely with our AI Video Generation Model, Happyhorse. The remarkable consistency and detail stand as a powerful testimony to what's possible with today's AI tools.

# Neo4j Features and Practical Usage ♻️ "Create it if missing, update it if present." Idempotent writes that never produce duplicate nodes—no matter how many times you replay an event stream—come down to a single `MERGE`. 🏷️ Title: CREATE / MERGE / SET / DELETE 🔗 URL: 📘 Overview `MERGE` is an upsert clause: it matches and binds an existing pattern, or creates and binds it if absent. It fuses `MATCH` and `CREATE` so you can branch on whether the data existed beforehand. It is essential for making daily batches and stream ingestion idempotent. ⚙️ How It Works ・All-or-nothing: `MERGE` operates on the whole pattern—either everything matches or everything is created. It never partially reuses an existing pattern. To mix matching and creating, decompose into multiple `MERGE` clauses. ・`ON CREATE SET` / `ON MATCH SET`: property assignments that run only on create or only on match—handy for creation timestamps or access counters. Both can coexist. ・Merging relationships: at least one endpoint node must already be bound. An undirected `-[r:KNOWS]-` is tried both ways before creating left-to-right. ・Constraints: a uniqueness constraint gives `MERGE` conflict detection and prevents duplicates. For performance, creating an index on the label/property is strongly recommended (without it, every merge scans all nodes). 🛠️ Practical Usage Idempotent upsert over an event stream: ```cypher MERGE (u:User {id: row.userId}) MERGE (p:Page {url: row.url}) MERGE (u)-[v:VIEWED]->(p) ON CREATE SET v.count = 1 ON MATCH SET v.count = v.count + 1 ``` A standard pattern for creating derived nodes without duplicates: ```cypher MATCH (person:Person) MERGE (loc:Location {name: person.bornIn}) MERGE (person)-[r:BORN_IN]->(loc) ON CREATE SET r.createdAt = timestamp() ``` 💡 Use Cases ・Ingesting clickstream/IoT events, deduplicating the same user and page while accumulating counts. ・An ingestion layer where multiple pipelines write master data without ever doubling up entities. ⚠️ Caveats ・Always pair `MERGE` keys with a uniqueness constraint. Without one, concurrent runs can briefly create duplicates (constraints guarantee only eventual consistency). ・`MERGE` rejects `null` property values. Do conditional assignment with a later `SET`. ・You cannot cross-reference a node being created within the same `MERGE`. Match it first, or split into a `SET`. ・`DELETE` fails on a node that still has relationships; use `DETACH DELETE`. #Neo4j# #Cypher#