Elasticsearch Integration

[llinsss]

Description: Full-text search across all entities.

Acceptance Criteria:

• Index pets, users, records
• Full-text search
• Faceted search
• Auto-complete
• Search analytics
• Relevance scoring
• Geolocation search

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[chiscookeke11]

@chiscookeke11 has applied to work on this issue as part of the Stellar Wave Program's 2nd wave.

Hi, I am Okeke Chinedu. I have experience integrating Elasticsearch for full-text, faceted, and geo-based search in production systems, including indexing complex entities with relevance tuning and analytics. I’ve worked on similar search implementations and understand how to structure indices for performance and scalability. I’m excited to take on this issue.

Implementation approach:

Design indices for pets, users, and records with proper mappings (text, keyword, geo_point).

Implement full-text search with relevance scoring (BM25 tuning, boosting).

Add faceted search (aggregations) and auto-complete (edge n-grams or completion suggester).

Enable geolocation queries and integrate search analytics tracking.

ETA: 8–12 hours.

ℹ️ Repo Maintainers: To accept this application, review their application or assign @chiscookeke11 to this issue.

[drips-wave]

Congratulations, @chiscookeke11! 🎉 Your application was accepted by the repo's maintainers, and the issue is due on February 26, 2026.

🧑‍💻 @chiscookeke11: Please resolve the issue such that the repo's maintainers have enough time to review your contribution before the due date. You'll earn Points for completing the issue on-time, which will make you eligible for a share of the Stellar Wave Program's reward pool.

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