| # mem0 CLI SDK Specification |
|
|
| Complete reference for the mem0 CLI. This document is the authoritative guide for any developer or AI agent working on this SDK. |
|
|
| --- |
|
|
| ## Table of Contents |
|
|
| 1. [Project Overview](#1-project-overview) |
| 2. [Architecture](#2-architecture) |
| 3. [Complete Command Reference](#3-complete-command-reference) |
| 4. [API Endpoints](#4-api-endpoints) |
| 5. [Configuration](#5-configuration) |
| 6. [Key Behavioral Patterns](#6-key-behavioral-patterns) |
| 7. [Output Modes](#7-output-modes) |
| 8. [Agent-Friendly Design Decisions](#8-agent-friendly-design-decisions) |
| 9. [Adding a New Command](#9-adding-a-new-command) |
| 10. [Adding a New Language Implementation](#10-adding-a-new-language-implementation) |
|
|
| --- |
|
|
| ## 1. Project Overview |
|
|
| ### What is mem0 CLI? |
|
|
| mem0 CLI is the official command-line interface for [mem0](https://mem0.ai) -- the memory layer for AI agents. It lets developers and AI agents add, search, list, update, and delete memories via the mem0 Platform API from the terminal. |
|
|
| ### Who is it for? |
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| - Developers integrating mem0 into their workflows |
| - AI agents that need persistent memory (the CLI is designed with `--json`/`--agent` global flags and `help --json` specifically for machine consumption) |
| - DevOps/CI pipelines that need to manage memories programmatically |
|
|
| ### Project Structure |
|
|
| The `cli/` directory provides the mem0 CLI in two languages with a shared specification for behavioral consistency. |
|
|
| | Language | Directory | Package Name | Install Command | |
| |------------|------------|---------------|----------------------------| |
| | TypeScript | `node/` | `@mem0/cli` | `npm install -g @mem0/cli` | |
| | Python | `python/` | `mem0-cli` | `pip install mem0-cli` | |
|
|
| Both implementations produce a binary named `mem0` and provide **identical CLI behavior** -- same commands, same options, same output formats, same error messages. |
|
|
| ### Version |
|
|
| Current version: `0.1.0` (defined in `cli-spec.json`, `node/package.json`, and `python/pyproject.toml`). |
|
|
| ### License |
|
|
| Apache-2.0 |
|
|
| --- |
|
|
| ## 2. Architecture |
|
|
| ### Directory Layout |
|
|
| ``` |
| . |
| ├── cli-spec.json # Shared CLI specification (source of truth) |
| ├── README.md # CLI README |
| ├── SDK_SPECIFICATION.md # This file |
| ├── python/ |
| │ ├── pyproject.toml # Python package config (hatchling build) |
| │ ├── README.md |
| │ └── src/mem0_cli/ |
| │ ├── __init__.py # __version__ |
| │ ├── app.py # Main Typer app, command registration, helpers |
| │ ├── config.py # Config loading/saving, env var overrides |
| │ ├── branding.py # Colors, icons, banner, timed_status, print helpers |
| │ ├── output.py # Output formatting (text, json, table, quiet) |
| │ ├── backend/ |
| │ │ ├── __init__.py # Re-exports get_backend |
| │ │ ├── base.py # Abstract Backend ABC, get_backend factory |
| │ │ └── platform.py # PlatformBackend (httpx), error classes |
| │ └── commands/ |
| │ ├── memory.py # cmd_add, cmd_search, cmd_get, cmd_list, cmd_update, cmd_delete, cmd_delete_all |
| │ ├── init_cmd.py # run_init (interactive wizard) |
| │ ├── config_cmd.py # cmd_config_show, cmd_config_get, cmd_config_set |
| │ ├── entities.py # cmd_entities_list, cmd_entities_delete |
| │ ├── events_cmd.py # cmd_event_list, cmd_event_status |
| │ └── utils.py # cmd_status, cmd_version, cmd_import |
| └── node/ |
| ├── package.json # Node package config (tsup build) |
| ├── README.md |
| └── src/ |
| ├── index.ts # Main Commander.js app, command registration, helpers |
| ├── config.ts # Config loading/saving, env var overrides |
| ├── branding.ts # Colors, icons, banner, timedStatus, print helpers |
| ├── output.ts # Output formatting (text, json, table, quiet) |
| ├── state.ts # Agent mode flag (setAgentMode, isAgentMode) |
| ├── help.ts # Rich-style help formatter (panels, command ordering) |
| ├── backend/ |
| │ ├── index.ts # Re-exports |
| │ ├── base.ts # Backend interface, error classes, getBackend factory |
| │ └── platform.ts # PlatformBackend (native fetch), _buildFilters |
| └── commands/ |
| ├── memory.ts # cmdAdd, cmdSearch, cmdGet, cmdList, cmdUpdate, cmdDelete, cmdDeleteAll |
| ├── init.ts # runInit (interactive wizard) |
| ├── config.ts # cmdConfigShow, cmdConfigGet, cmdConfigSet |
| ├── entities.ts # cmdEntitiesList, cmdEntitiesDelete |
| ├── events.ts # cmdEventList, cmdEventStatus |
| └── utils.ts # cmdStatus, cmdVersion, cmdImport |
| ``` |
|
|
| ### How Both CLIs Mirror Each Other |
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|
| Every command, option, argument, and behavioral pattern is implemented identically in both CLIs. The shared `cli-spec.json` is the source of truth for: |
|
|
| - All command names, descriptions, and usage strings |
| - All arguments and options (names, types, defaults, help text, panel grouping) |
| - API endpoint paths and methods |
| - Branding constants (colors, icons, logo) |
| - Config schema (sections, fields, env var mappings) |
| - Error messages and templates |
| - Option grouping (Scope, Search, Pagination, Filters, Output, Connection) |
|
|
| ### Tech Stacks |
|
|
| | Concern | Python | Node | |
| |------------------|-------------------------------------|-----------------------------------------| |
| | CLI framework | Typer >= 0.9.0 | Commander.js ^12.0.0 | |
| | Rich output | Rich >= 13.0.0 | chalk ^5.3.0 + cli-table3 ^0.6.4 | |
| | Spinners | Rich Status | ora ^8.0.0 | |
| | Boxed panels | Rich Panel | boxen ^7.1.0 | |
| | HTTP client | httpx >= 0.24.0 | Native fetch (Node >= 18) | |
| | Build system | Hatchling | tsup ^8.0.0 | |
| | Test framework | pytest >= 7.0 | vitest ^1.5.0 | |
| | Linter | ruff >= 0.1.0 | Biome ^1.7.0 | |
| | Type checking | (ruff type checks) | TypeScript ^5.4.0 | |
| | Min runtime | Python >= 3.10 | Node >= 18.0.0 | |
| | Module format | Standard Python package | ESM (`"type": "module"`) | |
| | Entrypoint | `mem0 = "mem0_cli.app:main"` | `"bin": { "mem0": "./dist/index.js" }` | |
|
|
| --- |
|
|
| ## 3. Complete Command Reference |
|
|
| ### 3.1 `init` |
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| Interactive setup wizard for mem0 CLI. |
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|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 init [OPTIONS]` | |
| | needsBackend | No | |
| | needsConfig | No | |
| | resolveIds | No | |
| | resolveGraph | No | |
| | confirmDangerous | No | |
|
|
| **Options:** |
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|
| | Flag | Type | Required | Default | Help | |
| |-----------------|--------|----------|---------|------| |
| | `--api-key` | string | No | - | API key (skip prompt). | |
| | `-u, --user-id` | string | No | - | Default user ID (skip prompt). | |
| | `--email` | string | No | - | Login via email verification code. | |
| | `--code` | string | No | - | Verification code (use with --email for non-interactive login). | |
| | `--force` | bool | No | false | Overwrite existing config without confirmation. | |
|
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| **Behavior:** |
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|
| *Existing config protection:* |
| - If `~/.mem0/config.json` exists with an API key, the CLI warns and asks for confirmation before overwriting. |
| - In non-TTY mode, this is a hard error unless `--force` is passed. |
| - `--force` skips the confirmation in both TTY and non-TTY modes. |
|
|
| *Email login flow (when `--email` is provided):* |
| - Sends a 6-digit verification code to the email via `POST /api/v1/auth/email_code/`. |
| - If `--code` is also provided, verifies immediately (fully non-interactive). |
| - If `--code` is not provided, prompts for the code interactively. |
| - On success: receives API key, org_id, project_id. Saves to config. Creates account if email is new. |
| - Cannot be combined with `--api-key`. |
|
|
| *API key flow (existing behavior):* |
| - If both `--api-key` and `--user-id` are provided, runs non-interactively (no prompts). |
| - If running in a non-TTY without both flags, prints an error with usage hint and exits. |
| - Interactive mode: prints banner, prompts for API key (masked with `*`), prompts for default user ID (default: `mem0-cli`), validates connection, saves config. |
| - API key input uses raw terminal mode to echo `*` for each character typed. Supports backspace and Ctrl+U (clear line). |
|
|
| **Examples:** |
| ```bash |
| mem0 init |
| mem0 init --api-key m0-xxx --user-id alice |
| mem0 init --api-key m0-xxx --user-id alice --force |
| mem0 init --email alice@company.com |
| mem0 init --email alice@company.com --code 482901 |
| ``` |
|
|
| --- |
|
|
| ### 3.2 `add` |
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|
| Add a memory from text, messages, file, or stdin. |
|
|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 add <text> [OPTIONS]` | |
| | needsBackend | Yes | |
| | needsConfig | Yes | |
| | resolveIds | Yes | |
| | resolveGraph | Yes | |
| | confirmDangerous | No | |
| | Output formats | text, json, quiet | |
| | Default output | text | |
| | API endpoint | `POST /v1/memories/` | |
|
|
| **Arguments:** |
|
|
| | Name | Type | Required | Help | |
| |--------|--------|----------|------| |
| | `text` | string | No | Text content to add as a memory. | |
|
|
| **Options:** |
|
|
| | Flag | Type | Default | Panel | Help | |
| |------------------|---------|---------|------------|------| |
| | `-u, --user-id` | string | - | Scope | Scope to user. | |
| | `--agent-id` | string | - | Scope | Scope to agent. | |
| | `--app-id` | string | - | Scope | Scope to app. | |
| | `--run-id` | string | - | Scope | Scope to run. | |
| | `--messages` | string | - | - | Conversation messages as JSON. | |
| | `-f, --file` | path | - | - | Read messages from JSON file. | |
| | `-m, --metadata` | string | - | - | Custom metadata as JSON. | |
| | `--immutable` | boolean | false | - | Prevent future updates. | |
| | `--no-infer` | boolean | false | - | Skip inference, store raw. | |
| | `--expires` | string | - | - | Expiration date (YYYY-MM-DD). | |
| | `--categories` | string | - | - | Categories (JSON array or comma-separated). | |
| | `--graph` | boolean | false | Scope | Enable graph memory extraction. | |
| | `--no-graph` | boolean | false | Scope | Disable graph memory extraction. | |
| | `-o, --output` | string | "text" | Output | Output format: text, json, quiet. | |
| | `--api-key` | string | - | Connection | Override API key. | |
| | `--base-url` | string | - | Connection | Override API base URL. | |
|
|
| **Input priority:** `--file` > `--messages` > text argument > stdin (if piped and no text). |
|
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| **Content wrapping:** Text content is wrapped as `[{"role": "user", "content": "<text>"}]` before sending to the API. Messages from `--messages` or `--file` are sent as-is. |
|
|
| **Examples:** |
| ```bash |
| mem0 add "I prefer dark mode" --user-id alice |
| echo "text" | mem0 add -u alice |
| mem0 add --file msgs.json -u alice -o json |
| ``` |
|
|
| --- |
|
|
| ### 3.3 `search` |
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| Search memories by semantic query. |
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|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 search <query> [OPTIONS]` | |
| | needsBackend | Yes | |
| | needsConfig | Yes | |
| | resolveIds | Yes | |
| | resolveGraph | Yes | |
| | confirmDangerous | No | |
| | Output formats | text, json, table | |
| | Default output | text | |
| | API endpoint | `POST /v2/memories/search/` | |
|
|
| **Arguments:** |
|
|
| | Name | Type | Required | Help | |
| |---------|--------|----------|------| |
| | `query` | string | Yes | Search query. | |
|
|
| **Options:** |
|
|
| | Flag | Type | Default | Panel | Help | |
| |-------------------------|---------|---------|------------|------| |
| | `-u, --user-id` | string | - | Scope | Filter by user. | |
| | `--agent-id` | string | - | Scope | Filter by agent. | |
| | `--app-id` | string | - | Scope | Filter by app. | |
| | `--run-id` | string | - | Scope | Filter by run. | |
| | `-k, --top-k, --limit` | integer | 10 | Search | Number of results. | |
| | `--threshold` | float | 0.3 | Search | Minimum similarity score. | |
| | `--rerank` | boolean | false | Search | Enable reranking (Platform only). | |
| | `--keyword` | boolean | false | Search | Use keyword search. | |
| | `--filter` | string | - | Search | Advanced filter expression (JSON). | |
| | `--fields` | string | - | Search | Specific fields to return (comma-separated). | |
| | `--graph` | boolean | false | Search | Enable graph in search. | |
| | `--no-graph` | boolean | false | Search | Disable graph in search. | |
| | `-o, --output` | string | "text" | Output | Output: text, json, table. | |
| | `--api-key` | string | - | Connection | Override API key. | |
| | `--base-url` | string | - | Connection | Override API base URL. | |
|
|
| **Stdin fallback:** If no query argument is provided and stdin is piped, reads query from stdin. |
|
|
| **Examples:** |
| ```bash |
| mem0 search "preferences" --user-id alice |
| mem0 search "tools" -u alice -o json -k 5 |
| echo "preferences" | mem0 search -u alice |
| ``` |
|
|
| --- |
|
|
| ### 3.4 `get` |
|
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| Get a specific memory by ID. |
|
|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 get <memory_id> [OPTIONS]` | |
| | needsBackend | Yes | |
| | needsConfig | No | |
| | resolveIds | No | |
| | resolveGraph | No | |
| | confirmDangerous | No | |
| | Output formats | text, json | |
| | Default output | text | |
| | API endpoint | `GET /v1/memories/{memory_id}/` | |
|
|
| **Arguments:** |
|
|
| | Name | Type | Required | Help | |
| |-------------|--------|----------|------| |
| | `memory_id` | string | Yes | Memory ID to retrieve. | |
|
|
| **Options:** |
|
|
| | Flag | Type | Default | Panel | Help | |
| |----------------|--------|---------|------------|------| |
| | `-o, --output` | string | "text" | Output | Output: text, json. | |
| | `--api-key` | string | - | Connection | Override API key. | |
| | `--base-url` | string | - | Connection | Override API base URL. | |
|
|
| **Examples:** |
| ```bash |
| mem0 get abc-123-def-456 |
| mem0 get abc-123-def-456 -o json |
| ``` |
|
|
| --- |
|
|
| ### 3.5 `list` |
|
|
| List memories with optional filters. |
|
|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 list [OPTIONS]` | |
| | needsBackend | Yes | |
| | needsConfig | Yes | |
| | resolveIds | Yes | |
| | resolveGraph | Yes | |
| | confirmDangerous | No | |
| | Output formats | text, json, table | |
| | Default output | table | |
| | API endpoint | `POST /v2/memories/` | |
|
|
| **Arguments:** None. |
|
|
| **Options:** |
|
|
| | Flag | Type | Default | Panel | Help | |
| |------------------|---------|---------|------------|------| |
| | `-u, --user-id` | string | - | Scope | Filter by user. | |
| | `--agent-id` | string | - | Scope | Filter by agent. | |
| | `--app-id` | string | - | Scope | Filter by app. | |
| | `--run-id` | string | - | Scope | Filter by run. | |
| | `--page` | integer | 1 | Pagination | Page number. | |
| | `--page-size` | integer | 100 | Pagination | Results per page. | |
| | `--category` | string | - | Filters | Filter by category. | |
| | `--after` | string | - | Filters | Created after (YYYY-MM-DD). | |
| | `--before` | string | - | Filters | Created before (YYYY-MM-DD). | |
| | `--graph` | boolean | false | Filters | Enable graph in listing. | |
| | `--no-graph` | boolean | false | Filters | Disable graph in listing. | |
| | `-o, --output` | string | "table" | Output | Output: text, json, table. | |
| | `--api-key` | string | - | Connection | Override API key. | |
| | `--base-url` | string | - | Connection | Override API base URL. | |
|
|
| **Examples:** |
| ```bash |
| mem0 list -u alice |
| mem0 list --category prefs --after 2024-01-01 -o json |
| ``` |
|
|
| --- |
|
|
| ### 3.6 `update` |
|
|
| Update a memory's text or metadata. |
|
|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 update <memory_id> [text] [OPTIONS]` | |
| | needsBackend | Yes | |
| | needsConfig | No | |
| | resolveIds | No | |
| | resolveGraph | No | |
| | confirmDangerous | No | |
| | Output formats | text, json, quiet | |
| | Default output | text | |
| | API endpoint | `PUT /v1/memories/{memory_id}/` | |
|
|
| **Arguments:** |
|
|
| | Name | Type | Required | Help | |
| |-------------|--------|----------|------| |
| | `memory_id` | string | Yes | Memory ID to update. | |
| | `text` | string | No | New memory text. | |
|
|
| **Options:** |
|
|
| | Flag | Type | Default | Panel | Help | |
| |------------------|--------|---------|------------|------| |
| | `-m, --metadata` | string | - | - | Update metadata (JSON). | |
| | `-o, --output` | string | "text" | Output | Output: text, json, quiet. | |
| | `--api-key` | string | - | Connection | Override API key. | |
| | `--base-url` | string | - | Connection | Override API base URL. | |
|
|
| **Stdin fallback:** If no text argument is provided and no `--metadata` flag is set and stdin is piped, reads text from stdin. |
|
|
| **Examples:** |
| ```bash |
| mem0 update abc-123 "new text" |
| mem0 update abc-123 --metadata '{"key":"val"}' |
| echo "new text" | mem0 update abc-123 |
| ``` |
|
|
| --- |
|
|
| ### 3.7 `delete` |
|
|
| Delete a memory, all memories matching a scope, or an entity. This is a consolidated command with three mutually exclusive modes. |
|
|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 delete [memory_id] [OPTIONS]` | |
| | needsBackend | Yes | |
| | needsConfig | Yes | |
| | resolveIds | Yes | |
| | resolveGraph | No | |
| | confirmDangerous | Yes | |
| | Output formats | text, json, quiet | |
| | Default output | text | |
| | API endpoint | `DELETE /v1/memories/{memory_id}/` (single), `DELETE /v1/memories/` (--all), `DELETE /v1/entities/` (--entity) | |
|
|
| **Arguments:** |
|
|
| | Name | Type | Required | Help | |
| |-------------|--------|----------|------| |
| | `memory_id` | string | No | Memory ID to delete (omit when using --all or --entity). | |
|
|
| **Options:** |
|
|
| | Flag | Type | Default | Panel | Help | |
| |-----------------|---------|---------|------------|------| |
| | `--all` | boolean | false | - | Delete all memories matching scope filters. | |
| | `--entity` | boolean | false | - | Delete the entity itself and all its memories (cascade). | |
| | `--project` | boolean | false | - | With --all: delete ALL memories project-wide. | |
| | `--dry-run` | boolean | false | - | Show what would be deleted without deleting. | |
| | `--force` | boolean | false | - | Skip confirmation. | |
| | `-u, --user-id` | string | - | Scope | Scope to user. | |
| | `--agent-id` | string | - | Scope | Scope to agent. | |
| | `--app-id` | string | - | Scope | Scope to app. | |
| | `--run-id` | string | - | Scope | Scope to run. | |
| | `-o, --output` | string | "text" | Output | Output: text, json, quiet. | |
| | `--api-key` | string | - | Connection | Override API key. | |
| | `--base-url` | string | - | Connection | Override API base URL. | |
|
|
| **Three modes (mutually exclusive):** |
|
|
| 1. **Single memory:** `mem0 delete <memory_id>` -- deletes one memory by ID. Cannot combine with `--all` or `--entity`. |
| 2. **Bulk delete:** `mem0 delete --all [scope]` -- deletes all memories matching scope filters. Use `--project` with `--all` to wipe all memories project-wide (sends wildcard `*` entity IDs). Cannot combine with `<memory_id>` or `--entity`. |
| 3. **Entity cascade:** `mem0 delete --entity [scope]` -- deletes the entity itself and all its memories. Cannot combine with `<memory_id>` or `--all`. |
|
|
| If none of `<memory_id>`, `--all`, or `--entity` is provided, the command prints a usage hint and exits with an error. |
|
|
| **Dry-run behavior:** |
| - Single: fetches the memory via `GET`, displays it, then prints "No changes made." |
| - `--all`: lists matching memories and displays the count, then prints "No changes made." |
| - `--entity`: shows the scope that would be affected without deleting. |
|
|
| **Confirmation:** Without `--force`, prompts the user with "[y/N]" confirmation. With `--all --project`, the prompt warns about entire project wipe. |
|
|
| **`--all --project` wildcard behavior:** Sends `DELETE /v1/memories/` with query params `user_id=*&agent_id=*&app_id=*&run_id=*`. The API typically returns an async response with a `message` field (deletion happens in background). The CLI detects this and prints "Deletion started. Memories will be removed in the background." |
|
|
| **Examples:** |
| ```bash |
| mem0 delete abc-123-def-456 # single memory |
| mem0 delete --all -u alice --force # all memories for user |
| mem0 delete --all --project --force # project-wide wipe |
| mem0 delete --entity -u alice --force # entity + all its memories |
| mem0 delete abc-123 --dry-run # preview single delete |
| ``` |
|
|
| --- |
|
|
| ### 3.8 `import` |
|
|
| Import memories from a JSON file. |
|
|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 import <file_path> [OPTIONS]` | |
| | needsBackend | Yes | |
| | needsConfig | Yes | |
| | resolveIds | Yes | |
| | resolveGraph | No | |
| | confirmDangerous | No | |
| | Output formats | text, json | |
| | Default output | text | |
| | API endpoint | `POST /v1/memories/` (per item) | |
|
|
| **Arguments:** |
|
|
| | Name | Type | Required | Help | |
| |-------------|--------|----------|------| |
| | `file_path` | string | Yes | JSON file to import. | |
|
|
| **Options:** |
|
|
| | Flag | Type | Default | Panel | Help | |
| |-----------------|--------|---------|------------|------| |
| | `-u, --user-id` | string | - | Scope | Override user ID. | |
| | `--agent-id` | string | - | Scope | Override agent ID. | |
| | `-o, --output` | string | "text" | Output | Output: text, json. | |
| | `--api-key` | string | - | Connection | Override API key. | |
| | `--base-url` | string | - | Connection | Override API base URL. | |
|
|
| **File format:** JSON array (or single object) where each item has `memory`, `text`, or `content` field for the text, plus optional `user_id`, `agent_id`, and `metadata` fields. |
|
|
| **Behavior:** Iterates through items, calling `backend.add()` for each. CLI-provided `--user-id` and `--agent-id` override per-item values. Displays progress indicator (every 10 items in Node, Rich progress bar in Python). Reports `added` and `failed` counts. |
|
|
| **JSON output envelope:** |
| ```json |
| { |
| "status": "success", |
| "command": "import", |
| "data": { "added": 42, "failed": 0, "duration_s": 3.14 }, |
| "duration_ms": 3140 |
| } |
| ``` |
|
|
| **Examples:** |
| ```bash |
| mem0 import data.json --user-id alice |
| mem0 import data.json -u alice -o json |
| ``` |
|
|
| --- |
|
|
| ### 3.9 `config show` |
|
|
| Display current configuration (secrets redacted). |
|
|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 config show [OPTIONS]` | |
| | needsBackend | No | |
| | needsConfig | No | |
|
|
| **Options:** |
|
|
| | Flag | Type | Default | Help | |
| |----------------|--------|---------|------| |
| | `-o, --output` | string | "text" | Output: text, json. | |
|
|
| **Behavior:** Loads config (file + env vars), displays as table (text) or JSON envelope. API keys are always redacted using `redact_key()`. |
|
|
| **Examples:** |
| ```bash |
| mem0 config show |
| mem0 config show -o json |
| ``` |
|
|
| --- |
|
|
| ### 3.10 `config get` |
|
|
| Get a configuration value. |
|
|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 config get <key>` | |
| | needsBackend | No | |
| | needsConfig | No | |
|
|
| **Arguments:** |
|
|
| | Name | Type | Required | Help | |
| |-------|--------|----------|------| |
| | `key` | string | Yes | Config key (e.g. `platform.api_key`). | |
|
|
| **Valid keys:** `platform.api_key`, `platform.base_url`, `defaults.user_id`, `defaults.agent_id`, `defaults.app_id`, `defaults.run_id`, `defaults.enable_graph`. |
|
|
| **Behavior:** Prints the value to stdout. API keys are redacted. Unknown keys print an error. |
|
|
| **Examples:** |
| ```bash |
| mem0 config get platform.api_key |
| mem0 config get defaults.user_id |
| ``` |
|
|
| --- |
|
|
| ### 3.11 `config set` |
|
|
| Set a configuration value. |
|
|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 config set <key> <value>` | |
| | needsBackend | No | |
| | needsConfig | No | |
|
|
| **Arguments:** |
|
|
| | Name | Type | Required | Help | |
| |---------|--------|----------|------| |
| | `key` | string | Yes | Config key (e.g. `platform.api_key`). | |
| | `value` | string | Yes | Value to set. | |
|
|
| **Type coercion:** Boolean fields accept `true/1/yes` (case-insensitive) as true, anything else as false. Integer fields are parsed via `parseInt`. String fields are stored as-is. |
|
|
| **Examples:** |
| ```bash |
| mem0 config set defaults.user_id alice |
| mem0 config set platform.base_url https://api.mem0.ai |
| ``` |
|
|
| --- |
|
|
| ### 3.12 `entity list` |
|
|
| List all entities of a given type. |
|
|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 entity list <entity_type>` | |
| | needsBackend | Yes | |
| | needsConfig | No | |
| | resolveIds | No | |
| | resolveGraph | No | |
| | confirmDangerous | No | |
| | Output formats | table, json | |
| | Default output | table | |
| | API endpoint | `GET /v1/entities/` | |
|
|
| **Arguments:** |
|
|
| | Name | Type | Required | Choices | Help | |
| |---------------|--------|----------|--------------------------------|------| |
| | `entity_type` | string | Yes | `users`, `agents`, `apps`, `runs` | Entity type to list. | |
|
|
| **Behavior:** Calls `GET /v1/entities/` which returns ALL entity types, then filters client-side using the type map: `users` -> `user`, `agents` -> `agent`, `apps` -> `app`, `runs` -> `run`. Displays a table with "Name / ID" and "Created" columns. |
|
|
| **Options:** |
|
|
| | Flag | Type | Default | Panel | Help | |
| |----------------|--------|---------|------------|------| |
| | `-o, --output` | string | "table" | Output | Output: table, json. | |
| | `--api-key` | string | - | Connection | Override API key. | |
| | `--base-url` | string | - | Connection | Override API base URL. | |
|
|
| **Examples:** |
| ```bash |
| mem0 entity list users |
| mem0 entity list agents -o json |
| ``` |
|
|
| --- |
|
|
| ### 3.13 `entity delete` |
|
|
| Delete an entity and ALL its memories (cascade). Also accessible via `mem0 delete --entity`. |
|
|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 entity delete [OPTIONS]` | |
| | needsBackend | Yes | |
| | needsConfig | No | |
| | resolveIds | No | |
| | resolveGraph | No | |
| | confirmDangerous | Yes | |
| | Output formats | text, json, quiet | |
| | Default output | text | |
| | API endpoint | `DELETE /v1/entities/` | |
|
|
| **Arguments:** None. |
|
|
| **Options:** |
|
|
| | Flag | Type | Default | Panel | Help | |
| |-----------------|---------|---------|------------|------| |
| | `-u, --user-id` | string | - | Scope | User ID. | |
| | `--agent-id` | string | - | Scope | Agent ID. | |
| | `--app-id` | string | - | Scope | App ID. | |
| | `--run-id` | string | - | Scope | Run ID. | |
| | `--dry-run` | boolean | false | - | Show what would be deleted without deleting. | |
| | `--force` | boolean | false | - | Skip confirmation. | |
| | `-o, --output` | string | "text" | Output | Output: text, json, quiet. | |
| | `--api-key` | string | - | Connection | Override API key. | |
| | `--base-url` | string | - | Connection | Override API base URL. | |
|
|
| **Validation:** At least one entity ID is required. Errors if none provided. |
|
|
| **Examples:** |
| ```bash |
| mem0 entity delete --user-id alice --force |
| mem0 entity delete --user-id alice --dry-run |
| ``` |
|
|
| --- |
|
|
| ### 3.14 `event list` |
|
|
| List recent background processing events. |
|
|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 event list [OPTIONS]` | |
| | needsBackend | Yes | |
| | needsConfig | Yes | |
| | resolveIds | No | |
| | resolveGraph | No | |
| | confirmDangerous | No | |
| | Output formats | text (table), json | |
| | Default output | table | |
| | API endpoint | `GET /v1/events/` | |
|
|
| **Options:** |
|
|
| | Flag | Type | Default | Panel | Help | |
| |----------------|--------|---------|------------|------| |
| | `-o, --output` | string | "table" | Output | Output: text, json. | |
| | `--api-key` | string | - | Connection | Override API key. | |
| | `--base-url` | string | - | Connection | Override API base URL. | |
|
|
| **Behavior:** Fetches all background events for the project. Displays as a table with columns: Event ID (first 8 chars), Type, Status (color-coded), Latency, Created. Status values: `PENDING` (accent), `SUCCEEDED` (green), `FAILED` (red), `PROCESSING` (yellow). |
|
|
| **JSON output envelope:** |
| ```json |
| { |
| "status": "success", |
| "command": "event list", |
| "count": 3, |
| "duration_ms": 87, |
| "data": [ |
| { "id": "evt-abc", "event_type": "ADD", "status": "SUCCEEDED", "latency": 412.0, "created_at": "2026-01-01T10:00:00Z" } |
| ] |
| } |
| ``` |
|
|
| **Examples:** |
| ```bash |
| mem0 event list |
| mem0 event list --output json |
| ``` |
|
|
| --- |
|
|
| ### 3.15 `event status` |
|
|
| Get the status and results of a specific background event. |
|
|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 event status <event_id> [OPTIONS]` | |
| | needsBackend | Yes | |
| | needsConfig | Yes | |
| | resolveIds | No | |
| | resolveGraph | No | |
| | confirmDangerous | No | |
| | Output formats | text, json | |
| | Default output | text | |
| | API endpoint | `GET /v1/events/{event_id}/` | |
|
|
| **Arguments:** |
|
|
| | Name | Type | Required | Help | |
| |------------|--------|----------|------| |
| | `event_id` | string | Yes | Event ID to inspect. | |
|
|
| **Options:** |
|
|
| | Flag | Type | Default | Panel | Help | |
| |----------------|--------|---------|------------|------| |
| | `-o, --output` | string | "text" | Output | Output: text, json. | |
| | `--api-key` | string | - | Connection | Override API key. | |
| | `--base-url` | string | - | Connection | Override API base URL. | |
|
|
| **Behavior:** Fetches the event by ID and displays: Event ID, Type, Status (color-coded), Latency, Created, Updated, and a numbered list of result memories (event type, memory text, user_id, truncated memory ID). Displayed in a boxed panel (text) or JSON envelope. |
| |
| **JSON output envelope:** |
| ```json |
| { |
| "status": "success", |
| "command": "event status", |
| "duration_ms": 65, |
| "data": { |
| "id": "evt-abc", |
| "event_type": "ADD", |
| "status": "SUCCEEDED", |
| "latency": 412.0, |
| "created_at": "2026-01-01T10:00:00Z", |
| "updated_at": "2026-01-01T10:00:01Z", |
| "results": [ |
| { "id": "mem-xyz", "event": "ADD", "user_id": "alice", "memory": "User prefers dark mode" } |
| ] |
| } |
| } |
| ``` |
| |
| **Examples:** |
| ```bash |
| mem0 event status evt-abc-123 |
| mem0 event status evt-abc-123 --output json |
| ``` |
|
|
| --- |
|
|
| ### 3.16 `status` |
|
|
| Check connectivity and authentication. |
|
|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 status [OPTIONS]` | |
| | needsBackend | Yes | |
| | needsConfig | Yes | |
| | resolveIds | No | |
| | resolveGraph | No | |
| | confirmDangerous | No | |
|
|
| **Options:** |
|
|
| | Flag | Type | Default | Panel | Help | |
| |----------------|--------|---------|------------|------| |
| | `-o, --output` | string | "text" | Output | Output: text, json. | |
| | `--api-key` | string | - | Connection | Override API key. | |
| | `--base-url` | string | - | Connection | Override API base URL. | |
|
|
| **Behavior:** Validates connectivity by calling `GET /v1/ping/`. Displays connection status in a boxed panel (text) or JSON envelope. The ping endpoint is lightweight and does not require any entity scope. |
|
|
| **JSON output:** |
| ```json |
| { |
| "status": "success", |
| "command": "status", |
| "duration_ms": 112, |
| "data": { |
| "connected": true, |
| "backend": "platform", |
| "base_url": "https://api.mem0.ai" |
| } |
| } |
| ``` |
|
|
| **Examples:** |
| ```bash |
| mem0 status |
| mem0 status -o json |
| ``` |
|
|
| --- |
|
|
| ### 3.17 `help` |
|
|
| Show help. Use `--json` for machine-readable output (for LLM agents). |
|
|
| | Property | Value | |
| |------------------|-------| |
| | Usage | `mem0 help [OPTIONS]` | |
| | needsBackend | No | |
| | needsConfig | No | |
|
|
| **Options:** |
|
|
| | Flag | Type | Default | Help | |
| |----------|---------|---------|------| |
| | `--json` | boolean | false | Output machine-readable JSON for LLM agents. | |
|
|
| **Behavior:** |
| - Without `--json`: prints a human-readable summary of all commands. |
| - With `--json`: Node outputs the entire `cli-spec.json` file. Python outputs a hand-built JSON object describing all commands, arguments, options, and global options. |
|
|
| **Examples:** |
| ```bash |
| mem0 help |
| mem0 help --json |
| ``` |
|
|
| --- |
|
|
| ## 4. API Endpoints |
|
|
| ### Base URL |
|
|
| Default: `https://api.mem0.ai` (configurable via `--base-url`, `MEM0_BASE_URL`, or `platform.base_url` in config). |
|
|
| ### Authentication |
|
|
| All requests include the header: |
| ``` |
| Authorization: Token <api_key> |
| ``` |
|
|
| The auth header name is `Authorization` and the scheme is `Token` (not Bearer). |
|
|
| ### Timeout |
|
|
| 30 seconds for all requests (Python: `httpx.Client(timeout=30.0)`, Node: `AbortSignal.timeout(30_000)`). |
|
|
| ### Endpoint Reference |
|
|
| | Operation | Method | Path | Request Body | Query Params | |
| |-----------------|----------|-------------------------------|------------------|-------------------------| |
| | Add memory | `POST` | `/v1/memories/` | JSON payload | - | |
| | Search | `POST` | `/v2/memories/search/` | JSON payload | - | |
| | Get memory | `GET` | `/v1/memories/{memory_id}/` | - | - | |
| | List memories | `POST` | `/v2/memories/` | JSON payload | `page`, `page_size` | |
| | Update memory | `PUT` | `/v1/memories/{memory_id}/` | JSON payload | - | |
| | Delete memory | `DELETE` | `/v1/memories/{memory_id}/` | - | - | |
| | Delete all | `DELETE` | `/v1/memories/` | - | entity ID params | |
| | List entities | `GET` | `/v1/entities/` | - | - | |
| | Delete entities | `DELETE` | `/v1/entities/` | - | entity ID params | |
| | List events | `GET` | `/v1/events/` | - | - | |
| | Get event | `GET` | `/v1/events/{event_id}/` | - | - | |
| | Ping (status) | `GET` | `/v1/ping/` | - | - | |
|
|
| ### How Filters Are Built (`_buildFilters` / `_build_filters`) |
| |
| Both CLIs use an identical filter-building algorithm: |
| |
| 1. If the caller passed a pre-built filter structure containing `AND` or `OR` keys (e.g. from `--filter`), use it directly. |
| 2. Otherwise, build an array of AND conditions: |
| - Each entity ID becomes `{"user_id": "..."}`, `{"agent_id": "..."}`, etc. |
| - Extra filters (category, date ranges) are appended as additional conditions. |
| 3. If exactly 1 condition: return it directly (no wrapping). |
| 4. If 2+ conditions: return `{"AND": [condition1, condition2, ...]}`. |
| 5. If 0 conditions: return `undefined`/`None`. |
| |
| **Category filter format:** `{"categories": {"contains": "<category>"}}` |
| |
| **Date filter format:** `{"created_at": {"gte": "YYYY-MM-DD"}}` and/or `{"created_at": {"lte": "YYYY-MM-DD"}}`. If both `after` and `before` are set, they merge into one `created_at` object: `{"created_at": {"gte": "...", "lte": "..."}}`. |
| |
| ### How Pagination Works |
| |
| For the `list` command (and `search` internally): |
| - `page` and `page_size` are sent as **query parameters** (not in the POST body). |
| - Filters and `enable_graph` are sent in the **POST body**. |
| - Default: `page=1`, `page_size=100`. |
|
|
| ### Response Normalization |
|
|
| Both CLIs handle inconsistent API response formats: |
| ``` |
| # For search and list, the API may return: |
| result = [...] # Direct array |
| result = {"results": [...]} # Wrapped in results key |
| result = {"memories": [...]} # Wrapped in memories key |
| |
| # Normalization logic (identical in both CLIs): |
| if isinstance(result, list): |
| return result |
| else: |
| return result.get("results", result.get("memories", [])) |
| ``` |
|
|
| ### Error Handling |
|
|
| HTTP errors are mapped to typed exceptions: |
|
|
| | HTTP Status | Error Class | Message Template | |
| |-------------|----------------|-----------------| |
| | 401 | `AuthError` | "Authentication failed. Your API key may be invalid or expired." | |
| | 404 | `NotFoundError`| "Resource not found: {path}" | |
| | 400 | `APIError` | "Bad request to {path}: {detail}" (detail extracted from response JSON `.detail` field) | |
| | 204 | (success) | Returns `{}` (empty object) | |
| | Other | Generic Error | "HTTP {status}: {statusText}" | |
|
|
| --- |
|
|
| ## 5. Configuration |
|
|
| ### Config File Location |
|
|
| - Directory: `~/.mem0/` (created with permissions `0700`) |
| - File: `~/.mem0/config.json` (written with permissions `0600`) |
|
|
| ### Config Precedence (highest to lowest) |
|
|
| 1. **CLI flags** (`--api-key`, `--base-url`, `--user-id`, etc.) |
| 2. **Environment variables** (`MEM0_API_KEY`, etc.) |
| 3. **Config file** (`~/.mem0/config.json`) |
| 4. **Defaults** (hardcoded) |
|
|
| ### Environment Variables |
|
|
| | Variable | Config Path | Type | Default | |
| |--------------------|--------------------------|---------|-----------------------| |
| | `MEM0_API_KEY` | `platform.api_key` | string | `""` | |
| | `MEM0_BASE_URL` | `platform.base_url` | string | `"https://api.mem0.ai"` | |
| | `MEM0_USER_ID` | `defaults.user_id` | string | `""` | |
| | `MEM0_AGENT_ID` | `defaults.agent_id` | string | `""` | |
| | `MEM0_APP_ID` | `defaults.app_id` | string | `""` | |
| | `MEM0_RUN_ID` | `defaults.run_id` | string | `""` | |
| | `MEM0_ENABLE_GRAPH`| `defaults.enable_graph` | boolean | `false` | |
|
|
| **Boolean parsing for `MEM0_ENABLE_GRAPH`:** Accepted truthy values are `"true"`, `"1"`, `"yes"` (case-insensitive). Everything else is `false`. |
|
|
| ### Config File JSON Schema |
|
|
| ```json |
| { |
| "version": 1, |
| "defaults": { |
| "user_id": "", |
| "agent_id": "", |
| "app_id": "", |
| "run_id": "", |
| "enable_graph": false |
| }, |
| "platform": { |
| "api_key": "", |
| "base_url": "https://api.mem0.ai" |
| } |
| } |
| ``` |
|
|
| | Field | Type | Default | Description | |
| |--------------------------|---------|--------------------------|-------------| |
| | `version` | integer | `1` | Config schema version. | |
| | `defaults.user_id` | string | `""` | Default user ID for scoping. | |
| | `defaults.agent_id` | string | `""` | Default agent ID for scoping. | |
| | `defaults.app_id` | string | `""` | Default app ID for scoping. | |
| | `defaults.run_id` | string | `""` | Default run ID for scoping. | |
| | `defaults.enable_graph` | boolean | `false` | Default graph memory extraction. | |
| | `platform.api_key` | string | `""` | API key for mem0 Platform. | |
| | `platform.base_url` | string | `"https://api.mem0.ai"` | Base URL for API requests. | |
|
|
| ### Config Key Map (for `config get`/`config set`) |
|
|
| The dotted key paths map to internal config objects as follows: |
|
|
| | Dotted Key | Section | Field | |
| |-------------------------|------------|--------------| |
| | `platform.api_key` | platform | apiKey / api_key | |
| | `platform.base_url` | platform | baseUrl / base_url | |
| | `defaults.user_id` | defaults | userId / user_id | |
| | `defaults.agent_id` | defaults | agentId / agent_id | |
| | `defaults.app_id` | defaults | appId / app_id | |
| | `defaults.run_id` | defaults | runId / run_id | |
| | `defaults.enable_graph` | defaults | enableGraph / enable_graph | |
| |
| ### API Key Redaction |
| |
| The `redact_key`/`redactKey` function: |
| - Empty string: returns `"(not set)"` |
| - Length <= 8: returns first 2 chars + `"***"` |
| - Length > 8: returns first 4 chars + `"..."` + last 4 chars |
|
|
| --- |
|
|
| ## 6. Key Behavioral Patterns |
|
|
| These patterns are the **contract** both CLIs must follow. Any new implementation must replicate them exactly. |
|
|
| ### 6.1 Entity ID Resolution |
|
|
| **Function:** `_resolve_ids` (Python) / `resolveIds` (Node) |
|
|
| **Rule:** If **any** explicit entity ID is provided via CLI flags, only use the explicitly provided IDs. Do NOT mix in defaults for other entity types (which would over-filter). If **no** explicit IDs are provided, fall back to **all** configured defaults. |
|
|
| ``` |
| if any(user_id, agent_id, app_id, run_id): |
| # Only use what was explicitly passed; others become None |
| return {user_id or None, agent_id or None, app_id or None, run_id or None} |
| else: |
| # Fall back to all configured defaults |
| return {config.user_id or None, config.agent_id or None, ...} |
| ``` |
|
|
| **Rationale:** If a user passes `--user-id alice` and the config also has `agent_id=bot1`, they probably want only Alice's memories, not the intersection of Alice AND bot1. |
|
|
| ### 6.2 Graph Tri-State Resolution |
|
|
| **Rule:** `--no-graph` > `--graph` > config default. |
|
|
| ``` |
| if opts.no_graph: return false |
| if opts.graph: return true |
| return config.defaults.enable_graph |
| ``` |
|
|
| This is resolved in the main app file (not in the command handlers) before calling the command function. |
|
|
| ### 6.3 Category Parsing |
|
|
| **Rule:** Try JSON parse first, fallback to comma-split. |
|
|
| ``` |
| if categories: |
| try: |
| cats = JSON.parse(categories) # e.g. '["a","b"]' |
| except: |
| cats = categories.split(",").map(s => s.trim()) # e.g. "a, b" |
| ``` |
|
|
| ### 6.4 Stdin Detection |
|
|
| **Rule:** Read from stdin if no text argument is provided AND stdin is piped (not a TTY). |
|
|
| - `add`: If no `text`, no `--messages`, no `--file`, and stdin is piped -> read content from stdin. |
| - `search`: If no `query` argument and stdin is piped -> read query from stdin. |
| - `update`: If no `text` argument and no `--metadata` and stdin is piped -> read text from stdin. |
|
|
| Detection method: |
| - Python: `not sys.stdin.isatty()` |
| - Node: `!process.stdin.isTTY` |
|
|
| Reading method: |
| - Python: `sys.stdin.read().strip()` |
| - Node: `fs.readFileSync(0, "utf-8").trim()` |
|
|
| ### 6.5 Filter Building (`_buildFilters`) |
| |
| Detailed algorithm (see Section 4 for full description): |
| |
| 1. If `extraFilters` has `AND` or `OR` key -> return it as-is (pre-built filter). |
| 2. Collect AND conditions from entity IDs. |
| 3. Append extra filters (category, date ranges). |
| 4. 0 conditions -> `undefined`/`None`. |
| 5. 1 condition -> return that single object. |
| 6. 2+ conditions -> `{"AND": [...]}`. |
| |
| ### 6.6 API Response Normalization |
| |
| All `search` and `listMemories`/`list_memories` calls normalize the response: |
|
|
| ``` |
| if Array.isArray(result): return result |
| return result.results ?? result.memories ?? [] |
| ``` |
|
|
| This handles both direct array responses and wrapped `{results: [...]}` or `{memories: [...]}` formats. |
|
|
| ### 6.7 Config File Permissions |
|
|
| - Config directory (`~/.mem0/`): created with mode `0o700` (owner read+write+execute only). |
| - Config file (`~/.mem0/config.json`): written with mode `0o600` (owner read+write only). |
| - Python uses `os.chmod()` with `stat.S_IRWXU` (dir) and `stat.S_IRUSR | stat.S_IWUSR` (file). |
| - Node uses `fs.mkdirSync(..., { mode: 0o700 })` and `fs.chmodSync(file, 0o600)`. |
|
|
| ### 6.8 Timed Status Pattern |
|
|
| Every API call is wrapped in a spinner + timing pattern: |
|
|
| **Python:** |
| ```python |
| with timed_status(err_console, "Adding memory...") as ts: |
| result = backend.add(...) |
| ``` |
| Uses Rich `Status` context manager on stderr. On success, prints `ts.success_msg` with elapsed time. On error, prints `ts.error_msg` with elapsed time. |
|
|
| **Node:** |
| ```typescript |
| result = await timedStatus("Adding memory...", async (ctx) => { |
| return backend.add(...); |
| }); |
| ``` |
| Uses `ora` spinner on stderr. On success, prints `ctx.successMsg` with elapsed time. On error, prints `ctx.errorMsg` with elapsed time. |
|
|
| Both use `performance.now()` / `time.perf_counter()` for timing. Elapsed time is formatted as `{seconds:.2f}s`. |
|
|
| **Key:** Spinners and timing messages always go to **stderr** so they never contaminate machine-readable stdout. |
|
|
| ### 6.9 Error Hierarchy |
|
|
| ``` |
| AuthError (HTTP 401) -> "Authentication failed. Your API key may be invalid or expired." |
| NotFoundError (HTTP 404) -> "Resource not found: {path}" |
| APIError (HTTP 400) -> "Bad request to {path}: {detail}" |
| ``` |
|
|
| For HTTP 400, the CLI attempts to extract a `detail` field from the JSON response body. If parsing fails, falls back to `resp.statusText`/`resp.text`. |
|
|
| HTTP 204 is treated as success with empty body (`{}`). |
|
|
| Any other non-OK response throws a generic error with `"HTTP {status}: {statusText}"`. |
|
|
| ### 6.10 `delete --all --project` Wildcard Behavior |
|
|
| When `delete --all --project` is used, the CLI sends wildcard entity IDs (`user_id=*`, `agent_id=*`, `app_id=*`, `run_id=*`) to `DELETE /v1/memories/`. The API typically returns an **asynchronous response** with a `message` field (the deletion happens in the background). The CLI detects the `message` key in the response and prints "Deletion started. Memories will be removed in the background." instead of a success count. |
|
|
| ### 6.11 Non-Interactive Init |
|
|
| When both `--api-key` and `--user-id` are provided to `mem0 init`: |
| 1. Sets config values directly (no prompts). |
| 2. Validates the platform connection. |
| 3. Saves config to disk. |
| 4. Prints success message. |
|
|
| When running in a non-TTY (piped input) without both flags, prints an error with usage hint: |
| ``` |
| "Non-interactive terminal detected and missing required flags." |
| "Usage: mem0 init --api-key <key> --user-id <id>" |
| ``` |
|
|
| ### 6.12 Add Result Event Display |
|
|
| The `format_add_result` function handles the API response from `POST /v1/memories/`: |
|
|
| The response is either a direct array or `{results: [...]}`. Each result item has an `event` field: |
|
|
| | Event | Icon | Label | |
| |----------|------|------------| |
| | `ADD` | `+` | Added | |
| | `UPDATE` | `~` | Updated | |
| | `DELETE` | `-` | Deleted | |
| | `NOOP` | `.` | No change | |
| | `PENDING`| hourglass | Queued (async) | |
|
|
| For `PENDING` events, displays "Processing in background" with the event ID. |
|
|
| --- |
|
|
| ## 7. Output Modes |
|
|
| ### 7.1 Supported Modes Per Command |
|
|
| All commands also support `agent` mode via the global `--json`/`--agent` flag, which wraps output in a structured JSON envelope with sanitized fields. |
|
|
| | Command | text | json | table | quiet | |
| |----------------|------|------|-------|-------| |
| | add | Y | Y | - | Y | |
| | search | Y | Y | Y | - | |
| | get | Y | Y | - | - | |
| | list | Y | Y | Y (default) | - | |
| | update | Y | Y | - | Y | |
| | delete | Y | Y | - | Y | |
| | import | Y | Y | - | - | |
| | config show | Y | Y | - | - | |
| | config get | (raw value) | - | - | - | |
| | config set | (success msg) | - | - | - | |
| | entity list | - | Y | Y (default) | - | |
| | entity delete | Y | Y | - | Y | |
| | event list | Y (table) | Y | - | - | |
| | event status | Y | Y | - | - | |
| | status | Y | Y | - | - | |
| | help | Y | Y (--json) | - | - | |
|
|
| ### 7.2 JSON Envelope Format |
|
|
| There are two related envelope formats: |
|
|
| **`formatJsonEnvelope`** — used by `config show`, `status`, and `import` for `--output json`: |
|
|
| ```json |
| { |
| "status": "success", |
| "command": "<command_name>", |
| "duration_ms": 245, |
| "scope": {"user_id": "alice", "agent_id": null}, |
| "count": 10, |
| "error": null, |
| "data": { ... } |
| } |
| ``` |
|
|
| **`formatAgentEnvelope`** — used by all commands in agent mode (`--json`/`--agent`). Same structure, but `data` is passed through `sanitizeAgentData(command, data)` to project only the most relevant fields: |
|
|
| | Command | Fields in `data` | |
| |---------------|-----------------| |
| | add | `[{id, memory, event}]` or `[{status, event_id}]` for PENDING | |
| | search | `[{id, memory, score, created_at, categories}]` | |
| | list | `[{id, memory, created_at, categories}]` | |
| | get | `{id, memory, created_at, updated_at, categories, metadata}` | |
| | update | `{id, memory}` | |
| | delete | (raw API response) | |
| | entity list | `[{name, type, count}]` | |
| | event list | `[{id, event_type, status, latency, created_at}]` | |
| | event status | `{id, event_type, status, latency, created_at, updated_at, results: [{id, event, user_id, memory}]}` | |
| | status/config/import | (pass-through) | |
|
|
| Error envelopes (on non-zero exit): |
| ```json |
| { |
| "status": "error", |
| "command": "<command_name>", |
| "error": "Authentication failed. Your API key may be invalid or expired.", |
| "data": null |
| } |
| ``` |
|
|
| Fields: |
| - `status`: `"success"` or `"error"`. |
| - `command`: The command name. |
| - `duration_ms`: Optional, elapsed time in milliseconds. |
| - `scope`: Optional, active entity scope (omitted if empty). |
| - `count`: Optional, result count. |
| - `error`: Only present when `status` is `"error"`. |
| - `data`: The primary payload (sanitized in agent mode). |
|
|
| ### 7.3 Text Output |
|
|
| - `formatMemoriesText`: Numbered list with memory text, score, ID (first 8 chars), created date, and category, separated by ` . ` in dim color. |
| - `formatSingleMemory`: Boxed panel (boxen/Rich Panel) showing memory text, ID, created date, updated date, metadata, and categories. |
| - `formatAddResult`: Event-based output with icons (+, ~, -, .) and labels. |
|
|
| ### 7.4 Table Output |
|
|
| Uses `cli-table3` (Node) or `rich.table.Table` (Python) with columns: |
| - ID (first 8 chars, dim) |
| - Memory (truncated to 60 chars with "...") |
| - Category (first category from array) |
| - Created (YYYY-MM-DD) |
|
|
| ### 7.5 Quiet Mode |
|
|
| Commands that support `--output quiet` (`add`, `update`, `delete`, `entity delete`) produce **no stdout output** in quiet mode. The operation still executes. Exit code indicates success/failure. |
|
|
| ### 7.6 Error Output |
|
|
| - **Errors always go to stderr.** Both CLIs use a separate stderr console: |
| - Python: `Console(stderr=True)` for `print_error` calls. |
| - Node: `console.error()` in `printError`, spinner on `process.stderr` stream. |
| - **Data always goes to stdout.** JSON output, table output, and text output all go to stdout. |
|
|
| ### 7.7 Unicode Symbol Degradation |
|
|
| The `_sym`/`sym` function selects symbols based on terminal capability: |
|
|
| | Condition | Fancy Symbol | Plain Fallback | |
| |----------------------------------------|-------------|----------------| |
| | `!stdout.isTTY` or `NO_COLOR` env set | - | Used | |
| | Interactive TTY with color | Used | - | |
|
|
| | Symbol | Fancy | Plain | |
| |----------|-------|-----------| |
| | Success | `checkmark` | `[ok]` | |
| | Error | `X` | `[error]` | |
| | Warning | `warning triangle` | `[warn]` | |
| | Info | `diamond` | `*` | |
|
|
| ### 7.8 Result Summary Footer |
|
|
| After list/search results, a summary line is printed in dim: |
| ``` |
| 10 results . page 1 . user id=alice . 0.45s |
| ``` |
|
|
| Format: `{count} result(s) . page {n} . {scope} . {elapsed}s` |
|
|
| ### 7.9 Date Formatting |
|
|
| All dates are normalized to `YYYY-MM-DD` format for display. The formatting handles ISO 8601 strings with `Z` timezone suffix by replacing it with `+00:00` before parsing. |
|
|
| --- |
|
|
| ## 8. Agent-Friendly Design Decisions |
|
|
| ### Why `--dry-run` exists on destructive commands |
|
|
| The `delete` command (all modes) and `entity delete` support `--dry-run`. This lets AI agents preview the effect of a destructive operation before committing. For `delete <id>`, it fetches the memory and displays it. For `delete --all`, it lists matching memories and shows the count. For `delete --entity` / `entity delete`, it shows the scope that would be affected. |
|
|
| ### Why `--force` exists |
|
|
| Destructive commands (`delete --all`, `delete --entity`, `entity delete`) require interactive confirmation by default. The `--force` flag skips this confirmation, which is essential for: |
| - AI agents (non-interactive) |
| - CI/CD pipelines |
| - Scripting |
|
|
| ### Why `--json`/`--agent` global flags exist |
|
|
| The `--json` and `--agent` flags (aliases of each other) activate agent mode globally. When set: |
| 1. All output becomes a structured JSON envelope (`{status, command, duration_ms, scope, count, data}`). |
| 2. The `data` field is sanitized via `sanitizeAgentData` — only the most relevant fields are included per command, reducing noise for agents parsing the output. |
| 3. All human-readable output (spinners, colors, banners, timing lines) is suppressed. |
| 4. Errors are emitted as JSON to stdout with a non-zero exit code, not to stderr as text. |
|
|
| This is distinct from `--output json`, which returns the raw API response without sanitization. |
|
|
| ### Why `--output json` is on every command |
|
|
| Every data-returning command supports `--output json` (or `--json` for `help`). This enables machine consumption by AI agents and scripts. JSON output goes to stdout while human-readable spinners/timing go to stderr, so piping `mem0 list -o json | jq .` works cleanly. |
|
|
| ### Why stdin is supported |
|
|
| Commands `add`, `search`, and `update` can read from stdin when piped. This enables composability: |
| ```bash |
| echo "I prefer dark mode" | mem0 add -u alice |
| cat query.txt | mem0 search -u alice |
| echo "updated text" | mem0 update abc-123 |
| ``` |
|
|
| ### Why `help --json` exists |
|
|
| The `help --json` command outputs the complete CLI specification in machine-readable JSON. AI agents can call this once to discover all available commands, their arguments, options, and valid values -- enabling self-documenting tool use. |
|
|
| ### Why errors go to stderr |
|
|
| All error messages, warnings, spinners, and timing information go to stderr. This means `--output json` produces **only** valid JSON on stdout, with no interleaved human-readable messages. An AI agent can safely parse stdout as JSON. |
|
|
| --- |
|
|
| ## 9. Adding a New Command |
|
|
| Step-by-step guide for adding a new command to both CLIs. |
|
|
| ### Step 1: Add to `cli-spec.json` |
|
|
| Add a new entry to the `commands` array with all required fields: |
|
|
| ```json |
| { |
| "name": "my-command", |
| "description": "What this command does.", |
| "usage": "mem0 my-command <arg> [OPTIONS]", |
| "needsBackend": true, |
| "needsConfig": true, |
| "resolveIds": true, |
| "resolveGraph": false, |
| "confirmDangerous": false, |
| "outputFormats": ["text", "json"], |
| "defaultOutput": "text", |
| "arguments": [ |
| { |
| "name": "arg", |
| "type": "string", |
| "required": true, |
| "help": "Argument description." |
| } |
| ], |
| "options": [ |
| { |
| "name": "user_id", |
| "flags": ["--user-id", "-u"], |
| "type": "string", |
| "help": "Scope to user.", |
| "panel": "Scope" |
| }, |
| { |
| "name": "output", |
| "flags": ["--output", "-o"], |
| "type": "string", |
| "default": "text", |
| "help": "Output format.", |
| "panel": "Output" |
| } |
| ], |
| "apiEndpoint": "myEndpoint" |
| } |
| ``` |
|
|
| If the command calls a new API endpoint, also add it to `api.endpoints`. |
|
|
| ### Step 2: Add Backend Method (if new API endpoint) |
|
|
| **Python** (`python/src/mem0_cli/backend/base.py` and `platform.py`): |
| 1. Add abstract method to `Backend` ABC in `base.py`. |
| 2. Implement in `PlatformBackend` in `platform.py`. |
|
|
| **Node** (`node/src/backend/base.ts` and `platform.ts`): |
| 1. Add method signature to `Backend` interface in `base.ts`. |
| 2. Implement in `PlatformBackend` class in `platform.ts`. |
|
|
| ### Step 3: Add Command Handler |
|
|
| **Python** (`python/src/mem0_cli/commands/`): |
| Create a function `cmd_my_command(backend, ...)` in the appropriate commands file. Follow the patterns: |
| - Use `timed_status(err_console, "...")` for API calls. |
| - Use `print_error(err_console, ...)` for errors. |
| - Use `format_json(console, ...)` for JSON output. |
| - Raise `typer.Exit(1)` on errors. |
|
|
| **Node** (`node/src/commands/`): |
| Create an async function `cmdMyCommand(backend, ...)`. Follow the patterns: |
| - Use `await timedStatus("...", async () => { ... })` for API calls. |
| - Use `printError(...)` for errors. |
| - Use `formatJson(...)` for JSON output. |
| - Call `process.exit(1)` on errors. |
|
|
| ### Step 4: Register in App Entrypoint |
|
|
| **Python** (`python/src/mem0_cli/app.py`): |
| ```python |
| @app.command(name="my-command") |
| def my_command( |
| arg: str = typer.Argument(..., help="..."), |
| output: str = typer.Option("text", "--output", "-o", help="...", rich_help_panel="Output"), |
| api_key: str | None = typer.Option(None, "--api-key", help="...", rich_help_panel="Connection"), |
| base_url: str | None = typer.Option(None, "--base-url", help="...", rich_help_panel="Connection"), |
| ) -> None: |
| """Command description.""" |
| from mem0_cli.commands.my_module import cmd_my_command |
| backend, config = _get_backend_and_config(api_key, base_url) |
| ids = _resolve_ids(config, ...) |
| cmd_my_command(backend, arg, **ids, output=output) |
| ``` |
|
|
| **Node** (`node/src/index.ts`): |
| ```typescript |
| program |
| .command("my-command <arg>") |
| .description("Command description.") |
| .option("-o, --output <format>", "Output format.", "text") |
| .option("--api-key <key>", "Override API key.") |
| .option("--base-url <url>", "Override API base URL.") |
| .action(async (arg, opts) => { |
| const { cmdMyCommand } = await import("./commands/my-module.js"); |
| const { backend, config } = getBackendAndConfig(opts.apiKey, opts.baseUrl); |
| const ids = resolveIds(config, opts); |
| await cmdMyCommand(backend, arg, { ...ids, output: opts.output }); |
| }); |
| ``` |
|
|
| ### Step 5: Add Help Examples |
|
|
| Both CLIs include examples in the help text: |
| - Python: In the docstring of the Typer command function. |
| - Node: Via `.addHelpText("after", "\nExamples:\n $ mem0 ...")`. |
|
|
| ### Step 6: Add to Help Display and Command Order |
|
|
| **Node** (`node/src/help.ts`): |
| 1. Add `"my-command"` to `COMMAND_ORDER` array (determines display order in `--help`). |
| 2. Add option-to-panel mappings in `OPTION_PANELS["my-command"]`. |
|
|
| **Python**: Options are assigned to panels via `rich_help_panel="..."` on each `typer.Option()`. The `help` command's `_build_help_json()` function needs a new entry. |
|
|
| ### Step 7: Add to `help` Command Output |
|
|
| **Python** (`python/src/mem0_cli/app.py`): |
| 1. Add entry in `_build_help_json()` dict. |
| 2. Add line in the `help` command's human-readable output. |
|
|
| **Node** (`node/src/index.ts`): |
| Add line in the `help` command's human-readable output listing. |
|
|
| ### Step 8: Add Tests |
|
|
| - Python: Add tests in `python/tests/`. |
| - Node: Add tests in `node/src/__tests__/` or similar. |
|
|
| ### Step 9: Update This Specification |
|
|
| Add the command to the Complete Command Reference (Section 3) with all arguments, options, behavior notes, and examples. |
|
|
| --- |
|
|
| ## 10. Adding a New Language Implementation |
|
|
| To add a new language implementation (e.g., Go, Rust, Ruby), you need to replicate the exact behavioral contract defined in `cli-spec.json` and this document. Here is what is required: |
|
|
| ### 10.1 Core Modules to Implement |
|
|
| | Module | Purpose | |
| |---------------|---------| |
| | **config** | Load `~/.mem0/config.json`, apply env var overrides, enforce precedence. Implement `load_config`, `save_config`, `ensure_config_dir`, `redact_key`, `get_nested_value`, `set_nested_value`. | |
| | **backend/base** | Define the `Backend` interface/trait with all 8 methods: `add`, `search`, `get`, `list_memories`, `update`, `delete`, `delete_entities`, `status`, `entities`. Define error types: `AuthError`, `NotFoundError`, `APIError`. | |
| | **backend/platform** | Implement `PlatformBackend` with HTTP client. Must implement `_build_filters` logic exactly. Must handle response normalization. Must set `Authorization: Token <key>` header. 30s timeout. | |
| | **branding** | Implement print helpers (`print_success`, `print_error`, `print_warning`, `print_info`, `print_scope`), `print_banner`, `timed_status` pattern, `sym` function for Unicode degradation. Colors must match the hex values in `cli-spec.json`. | |
| | **output** | Implement `format_memories_text`, `format_memories_table`, `format_single_memory`, `format_add_result`, `format_json`, `format_json_envelope`, `print_result_summary`. Date formatting to YYYY-MM-DD. ID truncation to 8 chars. Memory text truncation to 60 chars in tables. | |
| | **commands/** | Implement all command handlers matching the exact behavior described in Section 3. | |
| | **app/main** | CLI entrypoint with all commands registered. Implement `resolve_ids`, `resolve_graph`, stdin detection, and the `getBackendAndConfig` helper. | |
| | **help** | Implement help formatter with grouped option panels (Scope, Search, Pagination, Filters, Output, Connection). Implement `help --json` output. | |
|
|
| ### 10.2 Behavioral Checklist |
|
|
| Every new implementation MUST: |
|
|
| - [ ] Read and respect `cli-spec.json` for all command names, descriptions, argument names, option flags, and defaults |
| - [ ] Implement config precedence: CLI flags > env vars > config file > defaults |
| - [ ] Implement entity ID resolution (explicit IDs only vs. all defaults) |
| - [ ] Implement graph tri-state (`--no-graph` > `--graph` > config default) |
| - [ ] Implement category parsing (JSON first, comma-split fallback) |
| - [ ] Implement stdin detection and reading for `add`, `search`, `update` |
| - [ ] Implement `_build_filters` with AND/OR structure |
| - [ ] Implement response normalization (array vs `{results}` vs `{memories}`) |
| - [ ] Set config directory permissions to 0700 and file to 0600 |
| - [ ] Implement timed status with spinner on stderr + elapsed time |
| - [ ] Implement error hierarchy (AuthError 401, NotFoundError 404, APIError 400) |
| - [ ] Implement `delete --all --project` with wildcard `*` entity IDs and async response handling |
| - [ ] Implement non-interactive `init` when both `--api-key` and `--user-id` provided |
| - [ ] Implement `--dry-run` on delete (all modes) and entity delete |
| - [ ] Implement `--force` on delete --all, delete --entity, and entity delete |
| - [ ] Send errors to stderr, data to stdout |
| - [ ] Implement Unicode symbol degradation for non-TTY/NO_COLOR |
| - [ ] Implement JSON envelope format for status, config show, import |
| - [ ] Support `--output` on all data-returning commands |
| - [ ] Implement `help --json` for machine-readable command discovery |
| - [ ] Implement masked API key input during `init` (echo `*` per character) |
| - [ ] Implement confirmation prompts for dangerous commands (unless `--force`) |
| - [ ] Binary must be named `mem0` |
| |
| ### 10.3 Package Metadata |
| |
| Follow the naming conventions: |
| - Package description: "The official CLI for mem0 -- the memory layer for AI agents" |
| - Author: `mem0.ai <founders@mem0.ai>` |
| - License: Apache-2.0 |
| - Keywords: `mem0`, `memory`, `ai`, `agents`, `cli` |
| |
| ### 10.4 Testing |
| |
| Conformance tests should verify: |
| - All commands from `cli-spec.json` are registered |
| - All options from `cli-spec.json` are accepted |
| - Config precedence is correct |
| - Entity ID resolution matches the spec |
| - Filter building produces correct structures |
| - Output modes produce expected formats |
| - Error codes are mapped correctly |
| - Stdin reading works for supported commands |
| |