Bondmap: AI-Powered Relationship Network That Maps How You're Connected to Everyone Using Gemma 4
Bondmap is an AI-powered social relationship network that visualizes real-world connections among users. It utilizes Gemma 4 to analyze and explain hidden connections within a user's network. The platform allows users to define relationships and discover connections through an interactive graph interface.
- ▪Bondmap enables users to map their connections, including family, friends, and colleagues, in an interactive visual format.
- ▪The AI, powered by Gemma 4, can trace relationship paths and suggest potential connections based on user-defined relationships.
- ▪Key features include a color-coded network map, natural language queries, and photo analysis for relationship identification.
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | DEV.to (Top) |
| Canonical URL | https://dev.to/a1_funmotivationcreati/bondmap-ai-powered-relationship-network-that-maps-how-youre-connected-to-everyone-using-gemma-4-18b5 |
| Publication time | Sun, 24 May 2026 18:14:29 +0000 |
| Retrieval time | 2026-05-24T18:37:33.812Z |
| Last seen | 2026-05-24T18:37:33.812Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | HoGFfMkHG1-P |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 3931778) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Manglesh Posted on May 24 Bondmap: AI-Powered Relationship Network That Maps How You're Connected to Everyone Using Gemma 4 #devchallenge #gemmachallenge #gemma Gemma 4 Challenge: Build With Gemma 4 Submission This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Bondmap is a social relationship network where anyone can map their real-world connections — family, friends, colleagues, romantic partners, long-distance relationships — as a beautiful interactive…
Excerpt limited to ~120 words for fair-use compliance. The full article is at DEV.to (Top).