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Bondmap: AI-Powered Relationship Network That Maps How You're Connected to Everyone Using Gemma 4

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Bondmap: AI-Powered Relationship Network That Maps How You're Connected to Everyone Using Gemma 4
TL;DR · WeSearch summary

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.

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Record

Original publisherDEV.to (Top)
Canonical URLhttps://dev.to/a1_funmotivationcreati/bondmap-ai-powered-relationship-network-that-maps-how-youre-connected-to-everyone-using-gemma-4-18b5
Publication timeSun, 24 May 2026 18:14:29 +0000
Retrieval time2026-05-24T18:37:33.812Z
Last seen2026-05-24T18:37:33.812Z
Headline sourcePublisher (no WeSearch rewrite)
Excerpt sourcepublisher body
Excerpt methodFirst ~120 words (~800 chars) of extracted publisher body, fair-use limited.
SummaryWeSearch · cerebras-chat (WeSearch summarizer)
Summary source textcontentText
Citation coverageSummary is a WeSearch-generated derivative; primary citation is the original publisher URL.
ClusterHoGFfMkHG1-P
Cluster logicGrouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison.
Ranking reasonStory pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking.
Publisher visitYes — open original
Substitutes article?No — link-out required for full text

Rights status (four layers)

Publisher-declared
No publisher-confirmed rights record for this source yet.
Machine-readable
No source-specific machine-readable restriction detected beyond the public feed.
WeSearch interpretation
WeSearch declared handling (basis: Derived from the published RSS/Atom feed). This is WeSearch policy, not a legal grant on the publisher's behalf.
Unknown
Retrieval and training permissions are not asserted unless the publisher confirms them.

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).

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