Databases · Search implementation

Guides work on LobeHub's own product search: the shared search repository, provider choice, Elasticsearch mappings, change syncing and reindexing.

lobehub/lobehub

Guides and best practices for working with Lakebase Postgres, the database behind Neon.

usenotra/notra

Works with OrchardCore queries and indexing — SQL/Lucene/Elasticsearch queries, full-text index profiles, content part/field index handlers, and search.

OrchardCMS/OrchardCore

Guides and best practices for working with Lakebase Postgres on Neon: connections, pooled vs direct, schema migrations, branching, autoscaling, scale-to-zero, instant restore, read replicas, IP…

neondatabase/agent-skills

Covers distance metrics, index types and tuning for similarity search on vector databases, from semantic search to RAG retrieval.

wshobson/agents

Build retrieval-augmented generation systems: pick a vector database and embedding model, choose retrieval and reranking strategies, and start from a LangGraph pipeline.

wshobson/agents

Python guidance for the Azure AI Search SDK covering vector, hybrid and semantic search, index management and indexers, with Entra ID authentication preferred over keys.

microsoft/skills

A skill your agent uses for any PostgreSQL database work — table design, indexing, data types, constraints, extensions (pgvector, PostGIS, TimescaleDB), search, and migrations.

timescale/pg-aiguide

Azure Cosmos DB performance optimization and best practices guidelines for NoSQL, partitioning, queries, and SDK usage.

microsoft/vscode-cosmosdb

Database operations including querying, schema exploration, and data analysis.

xiaoyuge886/aigc

PostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQL-exclusive capabilities.

github/awesome-copilot

Diagnose slow Elasticsearch Query DSL searches and propose measured fixes.

elastic/agent-skills

Diagnoses and improves Qdrant search relevance. An agent skill from github/awesome-copilot.

github/awesome-copilot

Reads docker-compose, env files, ORM configs, and connection strings to map current infrastructure.

SethGammon/Citadel

Comprehensive guide to PostgreSQL migrations - common errors, generated columns, full-text search, indexes, idempotent migrations, and best practices for database schema changes

pr-pm/prpm

Optimize Glean search relevance and indexing throughput with batch sizing, datasource configuration, and content quality improvements.

jeremylongshore/tons-of-skills-marketplace

PokéAPI as a fully offline Pokédex with SQL, full-text search, type math, and a damage calculator no other Pokémon tool ships as a CLI.

mvanhorn/printing-press-library