iris-development

---
name: iris-development
description: Iris is Redis's umbrella for AI-focused products. Use this skill when integrating with the Iris Redis Agent Memory (RAM) data plane on Redis Cloud — recording session events for an AI agent, creating or searching long-term memories, configuring a memory store, or tuning background memory promotion. Code examples use the official `redis-agent-memory` (Python) and `@redis-iris/agent-memory` (TypeScript) SDKs.
license: MIT
metadata:
  author: redis
  version: "1.0.0"
---

# Iris: 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](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`](references/setup-cloud-service.md) - Create a Memory service on Redis Cloud
- [`setup-auth-token`](references/setup-auth-token.md) - Authenticate the SDK with a store API key

### 2. Session Memory / Events (HIGH)

- [`session-when-to-use`](references/session-when-to-use.md) - Choose session events vs direct long-term memory
- [`session-add-event`](references/session-add-event.md) - Append a session event correctly
- [`session-retrieval`](references/session-retrieval.md) - Retrieve session memory and individual events

### 3. Long-Term Memory (HIGH)

- [`ltm-bulk-create`](references/ltm-bulk-create.md) - Create long-term memories in bulk with idempotent IDs
- [`ltm-search`](references/ltm-search.md) - Search long-term memory semantically with filters
- [`ltm-organize`](references/ltm-organize.md) - Organize records with namespace, ownerId, topics, and memoryType

### 4. Memory Promotion (MEDIUM)

- [`promotion-overview`](references/promotion-overview.md) - 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

From redis/agent-skills at a84871d, shown as plain text under its license: MIT (permissive). The license text is in plugins/redis-development/skills/iris-development/SKILL.md.

• SKILL.md4.4 KB · bdfc8aa28c93
• references/
• ltm-bulk-create.md4.0 KB · e5f768d9f057
• ltm-organize.md4.7 KB · 3a6bb535831f
• ltm-search.md4.2 KB · 32eda0bacf63
• promotion-overview.md4.4 KB · 8d78798668b0
• session-add-event.md5.0 KB · 6dec7c338111
• session-retrieval.md3.7 KB · 027cd9111c03
• session-when-to-use.md3.4 KB · b6c7a503cc1d
• setup-auth-token.md3.2 KB · 442f77285c3d
• setup-cloud-service.md2.8 KB · 49d81ad63751

10 files, 40 KB in total. Each file has a sha256 in the pin's manifest; the first 12 characters are shown.