iris-development
Iris คือร่มของ Redis สำหรับผลิตภัณฑ์ที่เน้น AI ใช้ทักษะนี้เมื่อบูรณาการกับ Iris Redis Agent Memory (RAM) data plane บน Redis Cloud — การบันทึก…
npx skills add https://github.com/redis/agent-skills --skill iris-developmentIris: Redis Agent Memory
Iris is the umbrella brand for Redis's AI-focused products. This skill currently covers one product in that family: Redis Agent Memory (RAM) — the persistent memory layer for AI agents, delivered as a managed service on Redis Cloud. Additional Iris products will be added as separate sections when they ship.
Redis Agent Memory exposes a REST/JSON data-plane API with two memory tiers:
- Session memory — append-only conversation history per session (working memory).
- Long-term memory — semantically searchable records extracted from sessions (or created directly).
A background promotion worker — managed by Redis Cloud — extracts durable facts from session events and writes them into long-term memory.
Official SDKs
All code samples use the official SDKs:
| Language | Package | Class | Install |
|---|---|---|---|
| Python | redis-agent-memory | AgentMemory | pip install redis-agent-memory |
| TypeScript | @redis-iris/agent-memory | AgentMemory | npm add @redis-iris/agent-memory |
Both SDKs read the bearer token from AGENT_MEMORY_API_KEY and the default store ID from AGENT_MEMORY_STORE_ID. The production data-plane URL is https://gcp-us-east4.memory.redis.io; the exact URL for your service is also shown in the Cloud console after provisioning.
When to Apply
Reference these guidelines when:
- Creating a memory service on Redis Cloud (https://cloud.redis.io/#/agent-memory)
- Wiring an agent to call
AgentMemory.add_session_event(...)/addSessionEvent(...) - Searching long-term memory with
search_long_term_memory(...)/searchLongTermMemory(...) - Choosing between session events and direct long-term memory writes
Rule Categories by Priority
| Priority | Category | Impact | Prefix |
|---|---|---|---|
| 1 | Setup & Cloud Service | HIGH | setup- |
| 2 | Session Memory / Events | HIGH | session- |
| 3 | Long-Term Memory | HIGH | ltm- |
| 4 | Memory Promotion | MEDIUM | promotion- |
Quick Reference
1. Setup & Cloud Service (HIGH)
setup-cloud-service- Create a Memory service on Redis Cloudsetup-auth-token- Authenticate the SDK with a store API key
2. Session Memory / Events (HIGH)
session-when-to-use- Choose session events vs direct long-term memorysession-add-event- Append a session event correctlysession-retrieval- Retrieve session memory and individual events
3. Long-Term Memory (HIGH)
ltm-bulk-create- Create long-term memories in bulk with idempotent IDsltm-search- Search long-term memory semantically with filtersltm-organize- Organize records with namespace, ownerId, topics, and memoryType
4. Memory Promotion (MEDIUM)
promotion-overview- How background promotion works
How to Use
Read individual rule files under references/ for detailed explanations and code examples:
references/setup-cloud-service.md
references/session-add-event.md
references/promotion-overview.md
Each rule file contains:
- Brief explanation of why it matters
- Correct example(s) with Python and TypeScript SDK code
- Either an "Incorrect" example or "When to use / When NOT needed" guidance
- Additional context and references