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| c9e8482a35 |
@@ -86,7 +86,25 @@ See the [migration guide](https://docs.mem0.ai/migration/oss-v2-to-v3) for upgra
|
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|
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## 🚀 Quickstart Guide <a name="quickstart"></a>
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> **Agent Mode — for AI agents setting up Mem0 autonomously.** Run `mem0 init --agent --agent-caller <your-name> --json` (after `pip install mem0-cli` or `npm install -g @mem0/cli`), replacing `<your-name>` with your AI agent identity (e.g. `claude-code`, `cursor`, `codex`). This mints an evaluation Mem0 API key in <5 seconds — no email, no dashboard, no OTP. If you forgot to pass `--agent-caller`, run `mem0 identify <your-name>` after init. Use the key immediately against the Platform or the MCP server. The human owner can claim ownership later with `mem0 init --email <their-email>`: memories transfer, the same key keeps working, and the agent isn't disrupted.
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### Sign up as an agent
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AI agents can mint a working Mem0 API key in under five seconds — no email, no dashboard, no OTP. Four commands end-to-end:
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```bash
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# 1. Install
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npm install -g @mem0/cli # or: pip install mem0-cli
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# 2. Sign up as an agent (replace `claude-code` with your name)
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mem0 init --agent --agent-caller claude-code
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# 3. Add a memory
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mem0 add "I am using mem0"
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# 4. Search
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mem0 search "am I using mem0"
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```
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The human owner can claim the account later with `mem0 init --email <their-email>` — same key, memories preserved. Full guide: [Sign up as an agent](https://docs.mem0.ai/platform/agent-signup).
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| | Library | Self-Hosted Server | Cloud Platform |
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|---|---------|-------------------|----------------|
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@@ -135,6 +153,7 @@ See the [self-hosted docs](https://docs.mem0.ai/open-source/overview) for config
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1. Sign up on [Mem0 Platform](https://app.mem0.ai?utm_source=oss&utm_medium=readme)
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2. Embed the memory layer via SDK or API keys
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3. Using hosted Qdrant vectors? See the [Platform migration guide](https://docs.mem0.ai/migration/oss-to-platform) to import them into Mem0 Platform.
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### CLI
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@@ -1,6 +1,6 @@
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{
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"name": "@mem0/cli",
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"version": "0.2.5",
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"version": "0.2.6",
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"description": "The official CLI for mem0 — the memory layer for AI agents",
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"type": "module",
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"bin": {
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@@ -247,7 +247,7 @@ export async function claimViaOtp(
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printError(`Claim failed: ${detail}`);
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if (errCode === "email_already_claimed") {
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console.log(
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` ${dim("Tip: this email already has a Mem0 account. Sign in there and run `mem0 link <key>` to attach this agent.")}`,
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` ${dim("Tip: this email already has a Mem0 account. Sign in at app.mem0.ai with your existing credentials.")}`,
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);
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}
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process.exit(1);
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@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
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[project]
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name = "mem0-cli"
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version = "0.2.5"
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version = "0.2.6"
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description = "The official CLI for mem0 — the memory layer for AI agents"
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readme = "README.md"
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license = "Apache-2.0"
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@@ -218,7 +218,7 @@ def claim_via_otp(config: Mem0Config, *, email: str, code: str | None = None) ->
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print_error(err_console, f"Claim failed: {detail}")
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if code_str == "email_already_claimed":
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console.print(
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f" [{DIM_COLOR}]Tip: this email already has a Mem0 account. Sign in there and run `mem0 link <key>` to attach this agent.[/]"
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f" [{DIM_COLOR}]Tip: this email already has a Mem0 account. Sign in at app.mem0.ai with your existing credentials.[/]"
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)
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raise typer.Exit(1)
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@@ -1323,10 +1323,17 @@ See the [TypeScript SDK migration guide](https://docs.mem0.ai/migration/ts-v2-to
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<Tab title="CLI">
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<Update label="2026-05-16" description="Python v0.2.6 / Node v0.2.6">
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**Bug Fixes:**
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- **Claim flow error message:** The `email_already_claimed` tip in `mem0 init --email` previously suggested running `mem0 link <key>` — a command that doesn't exist. Replaced with honest copy pointing the user to sign in at app.mem0.ai with their existing credentials ([#5152](https://github.com/mem0ai/mem0/pull/5152))
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</Update>
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<Update label="2026-05-14" description="Python v0.2.5 / Node v0.2.5">
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**New Features:**
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- **Agent Mode (`mem0 init --agent`):** Zero-friction signup for AI agents — mints a working Mem0 API key in <5s with no email, no dashboard, no OTP. Returns an unclaimed shadow account the human can later claim with `mem0 init --email <their-email>` (memories preserved, same key keeps working) ([#5123](https://github.com/mem0ai/mem0/pull/5123))
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- **Agent Mode (`mem0 init --agent`):** Zero-friction signup for AI agents — mints a working Mem0 API key in under 5 seconds with no email, no dashboard, no OTP. Returns an unclaimed shadow account the human can later claim with `mem0 init --email <their-email>` (memories preserved, same key keeps working) ([#5123](https://github.com/mem0ai/mem0/pull/5123))
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- **Self-declared agent identity:** Agents pass `--agent-caller <name>` (e.g. `claude-code`, `cursor`, `codex`) on `mem0 init --agent` so signups attribute to the right tool in analytics. Proof Editor-style — the agent declares itself rather than the CLI sniffing it from env vars ([#5123](https://github.com/mem0ai/mem0/pull/5123))
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- **`mem0 identify <name>`:** New subcommand to self-tag an Agent Mode key after the fact when the agent forgot to pass `--agent-caller` on init. Idempotent — re-running just overwrites ([#5123](https://github.com/mem0ai/mem0/pull/5123))
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- **Plugin sync:** `~/.claude/settings.json::env::MEM0_API_KEY` and `~/.zshrc`/`.bashrc` `export MEM0_API_KEY=` lines stay in sync with `~/.mem0/config.json` automatically. Idempotent — only updates EXISTING entries, never creates new ones ([#5123](https://github.com/mem0ai/mem0/pull/5123))
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@@ -40,6 +40,7 @@
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"icon": "rocket",
|
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"pages": [
|
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"platform/overview",
|
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"platform/agent-signup",
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"vibecoding",
|
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"platform/mem0-mcp",
|
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"platform/cli",
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|
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@@ -157,27 +157,27 @@ mode: "custom"
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</a>
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|
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<a
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href="/platform/cli"
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href="/platform/agent-signup"
|
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className="group flex h-full flex-col overflow-hidden rounded-2xl border border-gray-200 dark:border-zinc-800/40 bg-white dark:bg-zinc-900/40 transition hover:border-primary/60 hover:bg-gray-50 dark:hover:bg-zinc-900"
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||||
>
|
||||
<img
|
||||
className="block dark:hidden aspect-[2/1] w-full object-cover"
|
||||
src="/images/docs thumbnails/light/CLI.png"
|
||||
alt="CLI thumbnail"
|
||||
alt="Sign up as an agent thumbnail"
|
||||
style={{pointerEvents: "none"}}
|
||||
/>
|
||||
<img
|
||||
className="hidden dark:block aspect-[2/1] w-full object-cover"
|
||||
src="/images/docs thumbnails/dark/CLI.png"
|
||||
alt="CLI thumbnail"
|
||||
alt="Sign up as an agent thumbnail"
|
||||
style={{pointerEvents: "none"}}
|
||||
/>
|
||||
<div className="flex flex-1 flex-col gap-2 px-4 pb-4 pt-3 text-left">
|
||||
<h3 className="text-base font-semibold text-gray-900 dark:text-zinc-100 group-hover:text-primary">
|
||||
CLI
|
||||
Sign up as an agent
|
||||
</h3>
|
||||
<p className="text-sm text-gray-600 dark:text-zinc-400">
|
||||
Manage memories directly from your terminal. Built for developers and AI agents.
|
||||
For AI agents: mint a Mem0 API key in under five seconds — no email, no dashboard. Four commands to your first memory.
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||||
</p>
|
||||
</div>
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||||
</a>
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||||
|
||||
@@ -159,6 +159,7 @@ If the user is on a pre-current major (Python < 2, TS < 3, or Platform `output_f
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- [Introduction](https://docs.mem0.ai/introduction) [Both]: Use when the user wants a one-page overview of how memory fits between the LLM and the app.
|
||||
- [Vibe Code with Mem0](https://docs.mem0.ai/vibecoding) [Both]: Use when the user is in Claude Code, Cursor, or Windsurf and wants memory wired into their editor.
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||||
- [Platform Overview](https://docs.mem0.ai/platform/overview) [Platform]: Use when the user picks the managed product - 4-line integration, sub-50ms retrieval, dashboard.
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- [Sign up as an agent](https://docs.mem0.ai/platform/agent-signup) [Platform]: Use when an AI agent needs to mint a Mem0 API key autonomously - four commands, no email or dashboard, human claims ownership later.
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||||
- [Platform vs Open Source](https://docs.mem0.ai/platform/platform-vs-oss) [Both]: Use when the user is deciding between managed and self-hosted.
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||||
- [Platform Quickstart](https://docs.mem0.ai/platform/quickstart) [Platform]: Use for the first Platform integration - API key plus `MemoryClient.add/search`.
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||||
- [Platform CLI](https://docs.mem0.ai/platform/cli) [Platform]: Use when the user wants to manage Platform memories from the terminal.
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||||
|
||||
@@ -14,11 +14,15 @@ Move your Mem0 implementation to managed infrastructure with enterprise features
|
||||
| --------------------- | -------------- | ---------------------------- |
|
||||
| Infrastructure & Code | Low (~30 mins) | None (Parallel run possible) |
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||||
|
||||
<Info>
|
||||
Using Mem0 Open Source with **hosted Qdrant**? You can migrate your existing memories to Mem0 Platform with a one-line script below.
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||||
</Info>
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||||
|
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<Info>
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||||
**Why migrate to Platform?**
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||||
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||||
- **Time to Market**: Set up in 5 minutes vs 30+ minutes for OSS configuration
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- **Enterprise Ready**: SOC2 Type II compliance, GDPR support, audit logs
|
||||
- **Enterprise Ready**: Audit logs, workspace governance, and dedicated support
|
||||
- **Advanced Features**: Webhooks, memory export, analytics dashboard, custom categories
|
||||
- **Multi-tenancy**: Organizations, projects, and team management out of the box
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||||
- **Zero Infrastructure**: No vector database, LLM provider, or maintenance overhead
|
||||
@@ -34,7 +38,21 @@ Move your Mem0 implementation to managed infrastructure with enterprise features
|
||||
|
||||
## Migrate
|
||||
|
||||
### 1. Install or Update SDK
|
||||
### 1. Import Memories Into Platform
|
||||
|
||||
If your Mem0 Open Source setup uses **hosted Qdrant** as the vector store, you can import your existing memories to Mem0 Platform with one command:
|
||||
|
||||
```bash
|
||||
curl -fsSL https://raw.githubusercontent.com/mem0ai/mem0/main/scripts/oss-to-platform-migrate.sh | bash
|
||||
```
|
||||
|
||||
<Note>
|
||||
This migration script currently supports **hosted Qdrant only**. Support for local Qdrant, pgvector, and other vector stores is coming soon.
|
||||
</Note>
|
||||
|
||||
If you are using a different vector store and want to migrate to Platform, please contact Mem0 support and we’ll send you a custom migration script for your setup.
|
||||
|
||||
### 2. Install or Update SDK
|
||||
|
||||
Ensure you have the latest version of the SDK, which supports both OSS and Platform clients.
|
||||
|
||||
@@ -42,7 +60,7 @@ Ensure you have the latest version of the SDK, which supports both OSS and Platf
|
||||
pip install mem0ai --upgrade
|
||||
```
|
||||
|
||||
### 2. Update Initialization
|
||||
### 3. Update Initialization
|
||||
|
||||
Switch from the local `Memory` class to the managed `MemoryClient`.
|
||||
|
||||
@@ -75,7 +93,7 @@ client = MemoryClient(api_key="m0-...")
|
||||
Run `client.get_all(filters={"user_id": "test_connection"})` to verify your API key works. It should return an empty list or valid results.
|
||||
</Info>
|
||||
|
||||
### 3. Update Retrieval Calls (Critical)
|
||||
### 4. Update Retrieval Calls (Critical)
|
||||
|
||||
<Warning>
|
||||
**Critical Change**: Platform uses v2 endpoints that require filtering parameters to be nested inside a `filters` dictionary.
|
||||
|
||||
@@ -0,0 +1,106 @@
|
||||
---
|
||||
title: Sign up as an agent
|
||||
description: "Zero-friction signup for AI agents — mint a working Mem0 API key in under five seconds. No email, no dashboard, no OTP."
|
||||
icon: "robot"
|
||||
iconType: "solid"
|
||||
---
|
||||
|
||||
If you're an AI agent (Claude Code, Cursor, Codex, Cline, Aider, Windsurf, or any other autonomous coding tool), you don't need a human to set up Mem0 for you. Four commands — install, sign up, push a memory, search it — and you have persistent memory.
|
||||
|
||||
## The 4-command demo
|
||||
|
||||
<CodeGroup>
|
||||
```bash npm
|
||||
# 1. Install
|
||||
npm install -g @mem0/cli
|
||||
|
||||
# 2. Sign up as an agent (replace `claude-code` with your name)
|
||||
mem0 init --agent --agent-caller claude-code
|
||||
|
||||
# 3. Push a memory
|
||||
mem0 add "I am using mem0"
|
||||
|
||||
# 4. Verify
|
||||
mem0 search "am I using mem0"
|
||||
```
|
||||
|
||||
```bash pip
|
||||
# 1. Install
|
||||
pip install mem0-cli
|
||||
|
||||
# 2. Sign up as an agent (replace `claude-code` with your name)
|
||||
mem0 init --agent --agent-caller claude-code
|
||||
|
||||
# 3. Push a memory
|
||||
mem0 add "I am using mem0"
|
||||
|
||||
# 4. Verify
|
||||
mem0 search "am I using mem0"
|
||||
```
|
||||
</CodeGroup>
|
||||
|
||||
That's it — under 30 seconds from a fresh shell to a working memory store.
|
||||
|
||||
## Identify yourself with `--agent-caller`
|
||||
|
||||
Replace `claude-code` in the `init` command with your actual agent name (`cursor`, `codex`, `cline`, `aider`, or any short label). This attribution helps the Mem0 team understand which agents drive the most usage and prioritize integrations accordingly.
|
||||
|
||||
<Tip>
|
||||
**Forgot `--agent-caller` on init?** Run `mem0 identify <your-name>` after the fact — same key, just back-fills the attribution. Idempotent.
|
||||
</Tip>
|
||||
|
||||
## What happened when you ran `mem0 init --agent`?
|
||||
|
||||
- A **shadow account** was minted on the Mem0 backend with a fresh API key.
|
||||
- The key was saved to `~/.mem0/config.json` (mode 0600) on the machine you ran the command on.
|
||||
- A default `user_id` was provisioned so `mem0 add` / `mem0 search` work without explicit scope flags.
|
||||
- The account is **unclaimed** — no human owns it yet.
|
||||
|
||||
Every command run against this key prints a one-line reminder asking you to surface the claim instructions to your human user.
|
||||
|
||||
## Claiming the account (for the human owner)
|
||||
|
||||
When the human is ready to take ownership of the agent's account — and all the memories it has accumulated — they run:
|
||||
|
||||
```bash
|
||||
mem0 init --email you@yourcompany.com
|
||||
```
|
||||
|
||||
The CLI detects the existing Agent Mode config, sends a verification code, and upgrades the shadow account in-place:
|
||||
|
||||
- **The API key never changes** — the agent isn't disrupted.
|
||||
- **All memories transfer** to the human's account.
|
||||
- **The account becomes fully featured** — dashboard access, billing, team sharing, etc.
|
||||
|
||||
Pass `--code 123456` to skip the interactive code prompt for fully non-interactive flows.
|
||||
|
||||
## Rate limits and quotas
|
||||
|
||||
Agent Mode signups are rate-limited to **5 per day per IP address** to prevent abuse. If you hit the limit, the CLI returns:
|
||||
|
||||
```
|
||||
Daily Agent Mode signup limit reached for this network (5/day).
|
||||
Try again from a different IP or after midnight UTC.
|
||||
```
|
||||
|
||||
Unclaimed agent accounts get the standard Mem0 free-tier quotas. The human owner can upgrade after claiming.
|
||||
|
||||
## What's next
|
||||
|
||||
<CardGroup cols={2}>
|
||||
<Card title="CLI Reference" icon="terminal" href="/platform/cli">
|
||||
Full command-by-command reference for `mem0 add`, `mem0 search`, `mem0 list`, and the rest.
|
||||
</Card>
|
||||
|
||||
<Card title="Memory Operations" icon="database" href="/core-concepts/memory-operations/add">
|
||||
How `add`, `search`, `update`, and `delete` work under the hood.
|
||||
</Card>
|
||||
|
||||
<Card title="Mem0 MCP" icon="plug" href="/platform/mem0-mcp">
|
||||
Connect agents to Mem0 via the Model Context Protocol — alternative integration path.
|
||||
</Card>
|
||||
|
||||
<Card title="Platform Overview" icon="star" href="/platform/overview">
|
||||
The full Mem0 Platform feature set once you claim your account.
|
||||
</Card>
|
||||
</CardGroup>
|
||||
@@ -25,6 +25,10 @@ pip install mem0-cli
|
||||
```
|
||||
</CodeGroup>
|
||||
|
||||
<Tip>
|
||||
**Looking for Agent Mode signup?** See [Sign up as an agent](/platform/agent-signup) — install, signup, first memory in four commands.
|
||||
</Tip>
|
||||
|
||||
## Authentication
|
||||
|
||||
Run the interactive setup wizard to configure your API key:
|
||||
@@ -95,6 +99,10 @@ mem0 init --api-key m0-xxx --user-id alice --force
|
||||
| `--code` | Verification code (use with `--email` for non-interactive login) |
|
||||
| `--force` | Overwrite existing config without confirmation |
|
||||
|
||||
<Note>
|
||||
AI agents should use `mem0 init --agent` — see [Sign up as an agent](/platform/agent-signup).
|
||||
</Note>
|
||||
|
||||
### `mem0 add`
|
||||
|
||||
Add a memory from text, a JSON messages array, a file, or stdin.
|
||||
|
||||
@@ -142,6 +142,24 @@ iconType: "solid"
|
||||
Setting this environment variable will prevent Mem0 from collecting and sending any usage data, ensuring complete privacy for your application.
|
||||
</Accordion>
|
||||
|
||||
<Accordion title="How do I delete my Mem0 account?">
|
||||
You can delete your Mem0 account at any time directly from the dashboard:
|
||||
|
||||
1. Sign in at [app.mem0.ai](https://app.mem0.ai).
|
||||
2. Go to **Settings → Account**.
|
||||
3. Click **Delete account** and confirm.
|
||||
|
||||
Deletion is immediate and irreversible. The following is removed:
|
||||
|
||||
- Your user profile and login credentials
|
||||
- All memories, agents, and runs you created
|
||||
- API keys and access tokens issued to your account
|
||||
- Organizations you solely own, along with their data
|
||||
- Your membership in any shared organizations (the orgs themselves are not affected)
|
||||
|
||||
Any application still using your old API keys will start receiving `401 Unauthorized` responses immediately. If you'd like to use Mem0 again later, you can create a new account at any time — it will start fresh with no data carried over.
|
||||
</Accordion>
|
||||
|
||||
</AccordionGroup>
|
||||
|
||||
|
||||
|
||||
@@ -12,7 +12,7 @@ Mem0 is the memory engine that keeps conversations contextual so users never rep
|
||||
|
||||
- **Personalized replies**: Memories persist across users and agents, cutting prompt bloat and repeat questions.
|
||||
- **Hosted stack**: Mem0 runs the vector store, graph services, and rerankers—no provisioning, tuning, or maintenance.
|
||||
- **Enterprise controls**: SOC 2, audit logs, and workspace governance ship by default for production readiness.
|
||||
- **Enterprise controls**: Audit logs and workspace governance ship by default for production readiness.
|
||||
|
||||
<AccordionGroup>
|
||||
<Accordion title="What you get with Mem0 Platform" icon="sparkles">
|
||||
@@ -22,7 +22,7 @@ Mem0 is the memory engine that keeps conversations contextual so users never rep
|
||||
| Fast setup | Add a few lines of code and you’re production-ready—no vector database or LLM configuration required. |
|
||||
| Production scale | Automatic scaling, high availability, and managed infrastructure so you focus on product work. |
|
||||
| Advanced features | Graph memory, webhooks, multimodal support, and custom categories are ready to enable. |
|
||||
| Enterprise ready | SOC 2 Type II, GDPR compliance, and dedicated support keep security and governance covered. |
|
||||
| Enterprise ready | Audit logs, workspace governance, and dedicated support keep security and governance covered. |
|
||||
</Accordion>
|
||||
</AccordionGroup>
|
||||
|
||||
|
||||
@@ -7,6 +7,10 @@ iconType: "solid"
|
||||
|
||||
Get started with Mem0 Platform's hosted API in under 5 minutes. This guide shows you how to authenticate and store your first memory.
|
||||
|
||||
<Note>
|
||||
**Are you an AI agent?** See [Sign up as an agent](/platform/agent-signup) — mint a working API key in four commands, no email or dashboard required.
|
||||
</Note>
|
||||
|
||||
## Prerequisites
|
||||
|
||||
- Mem0 Platform account (<a href="https://app.mem0.ai?utm_source=oss&utm_medium=platform-quickstart" rel="nofollow">Sign up here</a>)
|
||||
|
||||
@@ -22,6 +22,7 @@ export interface SearchMemoryOptions {
|
||||
topK?: number;
|
||||
threshold?: number;
|
||||
rerank?: boolean;
|
||||
latestOnly?: boolean;
|
||||
fields?: string[];
|
||||
categories?: string[];
|
||||
}
|
||||
@@ -32,6 +33,7 @@ export interface GetAllMemoryOptions {
|
||||
pageSize?: number;
|
||||
startDate?: string;
|
||||
endDate?: string;
|
||||
latestOnly?: boolean;
|
||||
categories?: string[];
|
||||
}
|
||||
|
||||
|
||||
@@ -63,6 +63,24 @@ describe("MemoryClient - search()", () => {
|
||||
expect(getFetchBody(call!).filters).toEqual({ user_id: "u1" });
|
||||
});
|
||||
|
||||
test("serializes latestOnly as latest_only", async () => {
|
||||
const extra = new Map<string, { status: number; body: unknown }>();
|
||||
extra.set("/v3/memories/search/", {
|
||||
status: 200,
|
||||
body: { results: [] },
|
||||
});
|
||||
const mock = setupMockFetch(extra);
|
||||
|
||||
const client = new MemoryClient({ apiKey: TEST_API_KEY });
|
||||
await client.search("test", {
|
||||
filters: { user_id: "u1" },
|
||||
latestOnly: true,
|
||||
});
|
||||
|
||||
const call = findFetchCall(mock, "/v3/memories/search/", "POST");
|
||||
expect(getFetchBody(call!).latest_only).toBe(true);
|
||||
});
|
||||
|
||||
test("passes complex OR filters through to the API body", async () => {
|
||||
const extra = new Map<string, { status: number; body: unknown }>();
|
||||
extra.set("/v3/memories/search/", {
|
||||
@@ -264,4 +282,22 @@ describe("MemoryClient - getAll() entity param rejection", () => {
|
||||
await client.getAll({ filters: { user_id: "u1" } });
|
||||
expect(findFetchCall(mock, "/v3/memories/", "POST")).toBeDefined();
|
||||
});
|
||||
|
||||
test("serializes latestOnly as latest_only", async () => {
|
||||
const extra = new Map<string, { status: number; body: unknown }>();
|
||||
extra.set("/v3/memories/", {
|
||||
status: 200,
|
||||
body: { results: [] },
|
||||
});
|
||||
const mock = setupMockFetch(extra);
|
||||
|
||||
const client = new MemoryClient({ apiKey: TEST_API_KEY });
|
||||
await client.getAll({
|
||||
filters: { user_id: "u1" },
|
||||
latestOnly: true,
|
||||
});
|
||||
|
||||
const call = findFetchCall(mock, "/v3/memories/", "POST");
|
||||
expect(getFetchBody(call!).latest_only).toBe(true);
|
||||
});
|
||||
});
|
||||
|
||||
@@ -4,5 +4,3 @@ __version__ = importlib.metadata.version("mem0ai")
|
||||
|
||||
from mem0.client.main import AsyncMemoryClient, MemoryClient # noqa
|
||||
from mem0.memory.main import AsyncMemory, Memory # noqa
|
||||
|
||||
|
||||
|
||||
Reference in New Issue
Block a user