# 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? - 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 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` Interactive setup wizard for mem0 CLI. | Property | Value | |------------------|-------| | Usage | `mem0 init [OPTIONS]` | | needsBackend | No | | needsConfig | No | | resolveIds | No | | resolveGraph | No | | confirmDangerous | No | **Options:** | 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. | **Behavior:** *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` Add a memory from text, messages, file, or stdin. | Property | Value | |------------------|-------| | Usage | `mem0 add [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). **Content wrapping:** Text content is wrapped as `[{"role": "user", "content": ""}]` 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` Search memories by semantic query. | Property | Value | |------------------|-------| | Usage | `mem0 search [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` Get a specific memory by ID. | Property | Value | |------------------|-------| | Usage | `mem0 get [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 [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 ` -- 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 `` or `--entity`. 3. **Entity cascade:** `mem0 delete --entity [scope]` -- deletes the entity itself and all its memories. Cannot combine with `` or `--all`. If none of ``, `--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 [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 ` | | 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 ` | | 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 ` | | 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 [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 ``` 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": ""}}` **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 --user-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": "", "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": "", "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 `, 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 [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 ") .description("Command description.") .option("-o, --output ", "Output format.", "text") .option("--api-key ", "Override API key.") .option("--base-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 ` 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 ` - 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