Engineering Krishi-Route: A Real-Time Geospatial Logistics Engine (MERN + Leaflet)
Krishi-Route is a real-time geospatial logistics engine designed to optimize transportation costs for farmers in India. By pooling cargo from multiple farmers, the system aims to reduce the financial burden of transporting crops to market. The project utilizes a tech stack including React, Node.js, and MongoDB to facilitate efficient routing and cost-sharing.
- ▪Krishi-Route addresses the high transportation costs that negatively impact farmers' profits in India.
- ▪The system dynamically matches cargo from nearby farmers to share transport costs effectively.
- ▪It employs a tech stack of React, Node.js, and MongoDB to handle geospatial queries and routing.
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| Original publisher | DEV.to (Top) |
| Canonical URL | https://dev.to/srihari_p_v/engineering-krishi-route-a-real-time-geospatial-logistics-engine-mern-leaflet-4njh |
| Publication time | Wed, 03 Jun 2026 05:30:00 +0000 |
| Retrieval time | 2026-06-03T05:41:56.797Z |
| Last seen | 2026-06-03T05:41:56.797Z |
| 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 | 5tlOqaziyyj3 |
| 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 |
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| 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 === 3824229) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } SRIHARI P V Posted on Jun 3 Engineering Krishi-Route: A Real-Time Geospatial Logistics Engine (MERN + Leaflet) #architecture #react #mongodb #node Logistics is the silent killer of agricultural profit. In India, a farmer's margin is often destroyed not by the harvest itself, but by the sheer cost of transporting a partial truckload of crops to the market. I wanted to solve this at the architectural level.
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