Upstash Redis SDK - Complete Skills Guide
This directory contains comprehensive guides for using the @upstash/redis SDK. These skill files are designed to help developers and AI assistants understand and use the SDK effectively.
Installation
npm install @upstash/redis
Quick Start
Basic Initialization
import { Redis } from "@upstash/redis";
// Initialize with explicit credentials
const redis = new Redis({
url: "UPSTASH_REDIS_REST_URL",
token: "UPSTASH_REDIS_REST_TOKEN",
});
// Or initialize from environment variables
const redis = Redis.fromEnv();
Environment Variables
Set these in your .env file:
UPSTASH_REDIS_REST_URL=https://your-redis.upstash.io
UPSTASH_REDIS_REST_TOKEN=your-token-here
Skill Files Overview
Data Structures (skills/data-structures/)
Redis data types with auto-serialization examples:
- strings.md - GET, SET, INCR, DECR, APPEND with automatic type handling
- hashes.md - HSET, HGET, HMGET with object serialization
- lists.md - LPUSH, RPUSH, LRANGE with array handling
- sets.md - SADD, SMEMBERS, set operations
- sorted-sets.md - ZADD, ZRANGE, ZRANK, leaderboard patterns
- json.md - JSON.SET, JSON.GET, JSONPath queries for nested objects
- streams.md - XADD, XREAD, XGROUP, consumer groups
Advanced Features (skills/advanced-features/)
Complex operations and optimizations:
- auto-pipeline.md - Automatic request batching, performance optimization
- pipeline-and-transactions.md - Manual pipelines, MULTI/EXEC, WATCH for atomic operations
- scripting.md - Lua scripts, EVAL, EVALSHA for server-side logic
Patterns (skills/patterns/)
Common use cases and architectural patterns:
- caching.md - Cache-aside, write-through, TTL strategies
- rate-limiting.md - Integration with @upstash/ratelimit package
- session-management.md - Session storage and user state management
- distributed-locks.md - Lock implementations, deadlock prevention
- leaderboard.md - Sorted set leaderboards, real-time rankings
Performance (skills/performance/)
Optimization techniques and best practices:
- batching-operations.md - MGET, MSET, batch operations
- pipeline-optimization.md - When to use pipelines, performance tips
- ttl-expiration.md - Key expiration strategies, memory management
- data-serialization.md - Deep dive into auto serialization, custom serializers, edge cases
- error-handling.md - Error types, retry strategies, timeout handling, debugging tips
- redis-replicas.md - Global database setup, read replicas, read-your-writes consistency
Search (skills/search/)
Full-text search, filtering, and aggregation extension for Redis:
- overview.md - Schema definition, field types, pitfalls, package overview
- commands/querying.md - Query and count with filters, pagination, sorting, highlighting
- commands/aggregating.md - Metric aggregations ($avg, $sum, $stats), bucket aggregations ($terms, $range, $histogram, $facet)
- commands/index-management.md - Create, describe, drop indexes, waitIndexing
- commands/aliases.md - Index aliases for zero-downtime reindexing
- adapters.md - Using search with node-redis and ioredis via @upstash/search-redis and @upstash/search-ioredis
Migrations (skills/migrations/)
Migration guides from other libraries:
- from-ioredis.md - Migration from ioredis, key differences, serialization changes
- from-redis-node.md - Migration from node-redis, API differences
Common Mistakes (Especially for LLMs)
❌ Mistake 1: Treating Everything as Strings
// ❌ WRONG - Don't do this with @upstash/redis
await redis.set("count", "42"); // Stored as string "42"
const count = await redis.get("count");
const incremented = parseInt(count) + 1; // Manual parsing needed
// ✅ CORRECT - Let the SDK handle it
await redis.set("count", 42); // Stored as number
const count = await redis.get("count");
const incremented = count + 1; // Just use it
❌ Mistake 2: Manual JSON Serialization
// ❌ WRONG - Unnecessary with @upstash/redis
await redis.set("user", JSON.stringify({ name: "Alice" }));
const user = JSON.parse(await redis.get("user"));
// ✅ CORRECT - Automatic handling
await redis.set("user", { name: "Alice" });
const user = await redis.get("user");
Quick Command Reference
// Strings
await redis.set("key", "value");
await redis.get("key");
await redis.incr("counter");
await redis.decr("counter");
// Hashes
await redis.hset("user:1", { name: "Alice", age: 30 });
await redis.hget("user:1", "name");
await redis.hgetall("user:1");
// Lists
await redis.lpush("tasks", "task1", "task2");
await redis.rpush("tasks", "task3");
await redis.lrange("tasks", 0, -1);
// Sets
await redis.sadd("tags", "javascript", "redis");
await redis.smembers("tags");
// Sorted Sets
await redis.zadd("leaderboard", { score: 100, member: "player1" });
await redis.zrange("leaderboard", 0, -1);
// JSON
await redis.json.set("user:1", "$", { name: "Alice", address: { city: "NYC" } });
await redis.json.get("user:1");
// Expiration
await redis.setex("session", 3600, { userId: "123" });
await redis.expire("key", 60);
await redis.ttl("key");
Best Practices
- Use environment variables for credentials, never hardcode
- Leverage auto-serialization - pass native JavaScript types
- Use TypeScript types for better type safety
- Set appropriate TTLs to manage memory
- Use pipelines for multiple operations
- Namespace your keys (e.g.,
user:123, session:abc)
Resources
Getting Help
For detailed information on specific topics, refer to the individual skill files in the skills/ directory. Each file contains comprehensive examples, use cases, and best practices for its topic.
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1---2name: redis-js3description: Work with the Upstash Redis JavaScript/TypeScript SDK for serverless Redis operations. Use for caching, session storage, rate limiting, leaderboards, full-text search (querying, filtering, aggregating with @upstash/redis search extension), and all Redis data structures. Supports automatic serialization/deserialization of JavaScript types. Search also available via @upstash/search-redis and @upstash/search-ioredis adapters for TCP clients. Use when this capability is needed.4---56# Upstash Redis SDK - Complete Skills Guide78This directory contains comprehensive guides for using the `@upstash/redis` SDK. These skill files are designed to help developers and AI assistants understand and use the SDK effectively.910## Installation1112```bash13npm install @upstash/redis14```1516## Quick Start1718### Basic Initialization1920```typescript21import { Redis } from "@upstash/redis";2223// Initialize with explicit credentials24const redis = new Redis({25 url: "UPSTASH_REDIS_REST_URL",26 token: "UPSTASH_REDIS_REST_TOKEN",27});2829// Or initialize from environment variables30const redis = Redis.fromEnv();31```3233### Environment Variables3435Set these in your `.env` file:3637```bash38UPSTASH_REDIS_REST_URL=https://your-redis.upstash.io39UPSTASH_REDIS_REST_TOKEN=your-token-here40```4142## Skill Files Overview4344### Data Structures (skills/data-structures/)4546Redis data types with auto-serialization examples:4748- **strings.md** - GET, SET, INCR, DECR, APPEND with automatic type handling49- **hashes.md** - HSET, HGET, HMGET with object serialization50- **lists.md** - LPUSH, RPUSH, LRANGE with array handling51- **sets.md** - SADD, SMEMBERS, set operations52- **sorted-sets.md** - ZADD, ZRANGE, ZRANK, leaderboard patterns53- **json.md** - JSON.SET, JSON.GET, JSONPath queries for nested objects54- **streams.md** - XADD, XREAD, XGROUP, consumer groups5556### Advanced Features (skills/advanced-features/)5758Complex operations and optimizations:5960- **auto-pipeline.md** - Automatic request batching, performance optimization61- **pipeline-and-transactions.md** - Manual pipelines, MULTI/EXEC, WATCH for atomic operations62- **scripting.md** - Lua scripts, EVAL, EVALSHA for server-side logic6364### Patterns (skills/patterns/)6566Common use cases and architectural patterns:6768- **caching.md** - Cache-aside, write-through, TTL strategies69- **rate-limiting.md** - Integration with @upstash/ratelimit package70- **session-management.md** - Session storage and user state management71- **distributed-locks.md** - Lock implementations, deadlock prevention72- **leaderboard.md** - Sorted set leaderboards, real-time rankings7374### Performance (skills/performance/)7576Optimization techniques and best practices:7778- **batching-operations.md** - MGET, MSET, batch operations79- **pipeline-optimization.md** - When to use pipelines, performance tips80- **ttl-expiration.md** - Key expiration strategies, memory management81- **data-serialization.md** - Deep dive into auto serialization, custom serializers, edge cases82- **error-handling.md** - Error types, retry strategies, timeout handling, debugging tips83- **redis-replicas.md** - Global database setup, read replicas, read-your-writes consistency8485### Search (skills/search/)8687Full-text search, filtering, and aggregation extension for Redis:8889- **overview.md** - Schema definition, field types, pitfalls, package overview90- **commands/querying.md** - Query and count with filters, pagination, sorting, highlighting91- **commands/aggregating.md** - Metric aggregations ($avg, $sum, $stats), bucket aggregations ($terms, $range, $histogram, $facet)92- **commands/index-management.md** - Create, describe, drop indexes, waitIndexing93- **commands/aliases.md** - Index aliases for zero-downtime reindexing94- **adapters.md** - Using search with node-redis and ioredis via @upstash/search-redis and @upstash/search-ioredis9596### Migrations (skills/migrations/)9798Migration guides from other libraries:99100- **from-ioredis.md** - Migration from ioredis, key differences, serialization changes101- **from-redis-node.md** - Migration from node-redis, API differences102103## Common Mistakes (Especially for LLMs)104105### ❌ Mistake 1: Treating Everything as Strings106107```typescript108// ❌ WRONG - Don't do this with @upstash/redis109await redis.set("count", "42"); // Stored as string "42"110const count = await redis.get("count");111const incremented = parseInt(count) + 1; // Manual parsing needed112113// ✅ CORRECT - Let the SDK handle it114await redis.set("count", 42); // Stored as number115const count = await redis.get("count");116const incremented = count + 1; // Just use it117```118119### ❌ Mistake 2: Manual JSON Serialization120121```typescript122// ❌ WRONG - Unnecessary with @upstash/redis123await redis.set("user", JSON.stringify({ name: "Alice" }));124const user = JSON.parse(await redis.get("user"));125126// ✅ CORRECT - Automatic handling127await redis.set("user", { name: "Alice" });128const user = await redis.get("user");129```130131## Quick Command Reference132133```typescript134// Strings135await redis.set("key", "value");136await redis.get("key");137await redis.incr("counter");138await redis.decr("counter");139140// Hashes141await redis.hset("user:1", { name: "Alice", age: 30 });142await redis.hget("user:1", "name");143await redis.hgetall("user:1");144145// Lists146await redis.lpush("tasks", "task1", "task2");147await redis.rpush("tasks", "task3");148await redis.lrange("tasks", 0, -1);149150// Sets151await redis.sadd("tags", "javascript", "redis");152await redis.smembers("tags");153154// Sorted Sets155await redis.zadd("leaderboard", { score: 100, member: "player1" });156await redis.zrange("leaderboard", 0, -1);157158// JSON159await redis.json.set("user:1", "$", { name: "Alice", address: { city: "NYC" } });160await redis.json.get("user:1");161162// Expiration163await redis.setex("session", 3600, { userId: "123" });164await redis.expire("key", 60);165await redis.ttl("key");166```167168## Best Practices1691701. **Use environment variables** for credentials, never hardcode1712. **Leverage auto-serialization** - pass native JavaScript types1723. **Use TypeScript types** for better type safety1734. **Set appropriate TTLs** to manage memory1745. **Use pipelines** for multiple operations1756. **Namespace your keys** (e.g., `user:123`, `session:abc`)176177## Resources178179- [Official Documentation](https://upstash.com/docs/redis)180- [GitHub Repository](https://github.com/upstash/redis-js)181- [API Reference](https://upstash.com/docs/redis/sdks/ts/overview)182- [Examples](https://github.com/upstash/redis-js/tree/main/examples)183184## Getting Help185186For detailed information on specific topics, refer to the individual skill files in the `skills/` directory. Each file contains comprehensive examples, use cases, and best practices for its topic.187188---189> Converted and distributed by [TomeVault](https://tomevault.io/claim/upstash) — claim your Tome and manage your conversions.190<!-- tomevault:4.0:skill_md:2026-04-11 -->