nosql-databases
33.4K
vector-index-tuning
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.
wshobson
databases
目前分類
NoSQL
862 個技能
榜單規模
20
每個分類顯示前 20 筆
所屬領域
Databases
63 已收錄分類
前三焦點
NoSQL
MongoDB, Redis, and document stores.
按 Star 排序
#1
#2
nosql-databases
32.1K
azure-resource-manager-redis-dotnet
Azure Resource Manager SDK for Redis in .NET.
sickn33
databases
#3
nosql-databases
17.6K
pinecone
Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and namespaces. Low latency (<100ms p95). Use for production RAG, recommendation systems, or semantic search at scale. Best for serverless, managed infrastructure.
davila7
databases
完整榜單
NoSQL
榜單依目前分類內的 GitHub Star 數排序。
862 個技能星標
04
nosql-databases
redis-expert
Redis expert for data structures, caching patterns, Lua scripting, and cluster operations
RightNow-AI
databases
05
nosql-databases
elasticsearch
Elasticsearch expert for queries, mappings, aggregations, index management, and cluster operations
RightNow-AI
databases
06
nosql-databases
cache-expert
Covers Dagger Engine caching internals including cache key derivation, invalidation, and the immutable DAG model. Use when debugging cache misses, unexpected invalidations, or implementing caching-related engine features.
dagger
databases
07
nosql-databases
abp-mongodb
ABP MongoDB patterns - AbpMongoDbContext, IMongoCollection, MongoDbRepository, no migrations, embedded documents vs references, manual UpdateAsync required. Use when working in MongoDB projects or implementing MongoDB repositories in ABP.
abpframework
databases
08
nosql-databases
agentdb-performance-optimization
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.
ruvnet
databases
09
nosql-databases
agentdb-advanced-features
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.
ruvnet
databases
10
nosql-databases
v3-memory-unification
Unify 6+ memory systems into AgentDB with HNSW indexing for 150x-12,500x search improvements. Implements ADR-006 (Unified Memory Service) and ADR-009 (Hybrid Memory Backend).
ruvnet
databases
11
12
nosql-databases
meilisearch-admin
Check Meilisearch index status, tasks, health, and settings. Use for debugging search issues, monitoring indexing tasks, and inspecting index configuration. Read-only admin operations.
civitai
databases
13
nosql-databases
redis-inspect
Inspect Redis cache keys, values, and TTLs for debugging. Supports both main cache and system cache. Use for debugging cache issues, checking cached values, and monitoring cache state. Read-only by default.
civitai
databases
14
nosql-databases
memory-cache
High-performance temporary storage system using Redis. Supports namespaced keys (mema:*), TTL management, and session context caching. Use for: (1) Saving agent state, (2) Caching API results, (3) Sharing data between sub-agents.
openclaw
databases
15
16
nosql-databases
db-core-collection-setup
Creating typed collections with createCollection. Adapter selection: queryCollectionOptions (REST/TanStack Query), electricCollectionOptions (ElectricSQL real-time sync), powerSyncCollectionOptions (PowerSync SQLite), rxdbCollectionOptions (RxDB), trailbaseCollectionOptions (TrailBase), localOnlyCollectionOptions, localStorageCollectionOptions. CollectionConfig options: getKey, schema, sync, gcTime, autoIndex (default off), defaultIndexType, syncMode (eager/on-demand, plus progressive for Electric). StandardSchema validation with Zod/Valibot/ArkType. Collection lifecycle (idle/loading/ready/error). Adapter-specific sync patterns including Electric txid tracking, Query direct writes, and PowerSync query-driven sync with onLoad/onLoadSubset hooks.
TanStack
databases
17
18
nosql-databases
serverpod-caching
Serverpod caching — local and Redis caches, cache keys, lifetime, CacheMissHandler. Use when caching data, optimizing queries, or working with session.caches.
serverpod
databases
19
nosql-databases
trail-sense-database-persistence
Add new Room database persistence to Trail-Sense Android app. Use when the user asks to create, add, or implement database persistence for a model, including Entity, DAO, Repository, and AppDatabase migration. Covers entity-to-model mapping, index configuration, and standard CRUD operations.
kylecorry31
databases
20
nosql-databases
upstash-ratelimit-ts
Lightweight guidance for using the Redis Rate Limit TypeScript SDK, including setup steps, basic usage, and pointers to advanced algorithm, features, pricing, and traffic‑protection docs.
upstash
databases