| """Memory CRUD commands: add, search, get, list, update, delete.""" |
|
|
| from __future__ import annotations |
|
|
| import json |
| import os |
| import stat as _stat_mod |
| import sys |
| import time as _time |
| from pathlib import Path |
|
|
| import typer |
| from rich.console import Console |
|
|
| from mem0_cli.backend.base import Backend |
| from mem0_cli.branding import ( |
| print_error, |
| print_info, |
| print_scope, |
| print_success, |
| timed_status, |
| ) |
| from mem0_cli.output import ( |
| format_add_result, |
| format_agent_envelope, |
| format_json, |
| format_memories_table, |
| format_memories_text, |
| format_single_memory, |
| print_result_summary, |
| ) |
|
|
| console = Console() |
| err_console = Console(stderr=True) |
|
|
|
|
| def _stdin_is_piped() -> bool: |
| """Return True only when stdin is an actual pipe or file redirect.""" |
| from mem0_cli.state import is_agent_mode |
|
|
| if is_agent_mode(): |
| return False |
| try: |
| mode = os.fstat(sys.stdin.fileno()).st_mode |
| return _stat_mod.S_ISFIFO(mode) or _stat_mod.S_ISREG(mode) |
| except Exception: |
| return False |
|
|
|
|
| def cmd_add( |
| backend: Backend, |
| text: str | None, |
| *, |
| user_id: str | None, |
| agent_id: str | None, |
| app_id: str | None, |
| run_id: str | None, |
| messages: str | None, |
| file: Path | None, |
| metadata: str | None, |
| immutable: bool, |
| no_infer: bool, |
| expires: str | None, |
| categories: str | None, |
| enable_graph: bool = False, |
| output: str = "text", |
| ) -> None: |
| """Add a memory.""" |
| from mem0_cli.state import is_agent_mode, set_current_command |
|
|
| set_current_command("add") |
| if is_agent_mode(): |
| output = "agent" |
| msgs = None |
| content = text |
|
|
| |
| if file: |
| try: |
| raw = Path(file).read_text() |
| msgs = json.loads(raw) |
| except (FileNotFoundError, json.JSONDecodeError) as e: |
| print_error(err_console, f"Failed to read file: {e}") |
| raise typer.Exit(1) from None |
|
|
| |
| elif messages: |
| try: |
| msgs = json.loads(messages) |
| except json.JSONDecodeError as e: |
| print_error(err_console, f"Invalid JSON in --messages: {e}") |
| raise typer.Exit(1) from None |
|
|
| |
| elif not content and _stdin_is_piped(): |
| content = sys.stdin.read().strip() |
|
|
| if not content and not msgs: |
| print_error( |
| err_console, "No content provided. Pass text, --messages, --file, or pipe via stdin." |
| ) |
| raise typer.Exit(1) |
|
|
| meta = None |
| if metadata: |
| try: |
| meta = json.loads(metadata) |
| except json.JSONDecodeError: |
| print_error(err_console, "Invalid JSON in --metadata.") |
| raise typer.Exit(1) from None |
|
|
| cats = None |
| if categories: |
| try: |
| cats = json.loads(categories) |
| except json.JSONDecodeError: |
| cats = [c.strip() for c in categories.split(",")] |
|
|
| |
| if expires: |
| import re |
|
|
| if not re.match(r"^\d{4}-\d{2}-\d{2}$", expires): |
| print_error( |
| err_console, "Invalid date format for --expires. Use YYYY-MM-DD (e.g. 2025-12-31)." |
| ) |
| raise typer.Exit(1) |
| from datetime import date |
|
|
| if date.fromisoformat(expires) <= date.today(): |
| print_error(err_console, "--expires date must be in the future.") |
| raise typer.Exit(1) |
|
|
| with timed_status(err_console, "Adding memory...") as ts: |
| try: |
| result = backend.add( |
| content=content, |
| messages=msgs, |
| user_id=user_id, |
| agent_id=agent_id, |
| app_id=app_id, |
| run_id=run_id, |
| metadata=meta, |
| immutable=immutable, |
| infer=not no_infer, |
| expires=expires, |
| categories=cats, |
| enable_graph=enable_graph, |
| ) |
| except Exception as e: |
| ts.error_msg = str(e) |
| raise typer.Exit(1) from None |
|
|
| if output == "quiet": |
| return |
|
|
| |
| results_list = result if isinstance(result, list) else result.get("results", [result]) |
| seen_events: set[str] = set() |
| deduped: list[dict] = [] |
| for r in results_list: |
| if r.get("status") == "PENDING": |
| eid = r.get("event_id", "") |
| if eid and eid in seen_events: |
| continue |
| if eid: |
| seen_events.add(eid) |
| deduped.append(r) |
| |
| if isinstance(result, dict) and "results" in result: |
| result = {**result, "results": deduped} |
| else: |
| result = deduped |
|
|
| if output == "agent": |
| scope = { |
| k: v |
| for k, v in { |
| "user_id": user_id, |
| "agent_id": agent_id, |
| "app_id": app_id, |
| "run_id": run_id, |
| }.items() |
| if v |
| } |
| format_agent_envelope( |
| console, |
| command="add", |
| data=deduped, |
| scope=scope or None, |
| count=len(deduped), |
| ) |
| return |
|
|
| if output == "json": |
| format_add_result(console, result, output) |
| return |
|
|
| console.print() |
| print_scope(console, user_id=user_id, agent_id=agent_id, app_id=app_id, run_id=run_id) |
| count = len(deduped) |
| all_pending = count > 0 and all(r.get("status") == "PENDING" for r in deduped) |
| if all_pending: |
| print_success( |
| console, |
| f"Memory queued — {count} event{'s' if count != 1 else ''} pending", |
| ) |
| else: |
| print_success( |
| console, f"Memory processed — {count} memor{'y' if count == 1 else 'ies'} extracted" |
| ) |
| format_add_result(console, result, output) |
|
|
|
|
| def cmd_search( |
| backend: Backend, |
| query: str, |
| *, |
| user_id: str | None, |
| agent_id: str | None, |
| app_id: str | None, |
| run_id: str | None, |
| top_k: int, |
| threshold: float, |
| rerank: bool, |
| keyword: bool, |
| filter_json: str | None, |
| fields: str | None, |
| enable_graph: bool = False, |
| output: str = "text", |
| ) -> None: |
| """Search memories.""" |
| from mem0_cli.state import is_agent_mode, set_current_command |
|
|
| set_current_command("search") |
| if is_agent_mode(): |
| output = "agent" |
| filters = None |
| if filter_json: |
| try: |
| filters = json.loads(filter_json) |
| except json.JSONDecodeError: |
| print_error(err_console, "Invalid JSON in --filter.") |
| raise typer.Exit(1) from None |
|
|
| field_list = None |
| if fields: |
| field_list = [f.strip() for f in fields.split(",")] |
|
|
| if top_k < 1: |
| print_error(err_console, "--top-k must be >= 1.") |
| raise typer.Exit(1) |
| if not (0.0 <= threshold <= 1.0): |
| print_error(err_console, "--threshold must be between 0.0 and 1.0.") |
| raise typer.Exit(1) |
|
|
| _start = _time.perf_counter() |
| with timed_status(err_console, "Searching memories...") as _ts: |
| try: |
| results = backend.search( |
| query, |
| user_id=user_id, |
| agent_id=agent_id, |
| app_id=app_id, |
| run_id=run_id, |
| top_k=top_k, |
| threshold=threshold, |
| rerank=rerank, |
| keyword=keyword, |
| filters=filters, |
| fields=field_list, |
| enable_graph=enable_graph, |
| ) |
| except Exception as e: |
| print_error(err_console, str(e)) |
| raise typer.Exit(1) from None |
| _elapsed = _time.perf_counter() - _start |
|
|
| if output == "quiet": |
| return |
|
|
| if output == "agent": |
| scope = { |
| k: v |
| for k, v in { |
| "user_id": user_id, |
| "agent_id": agent_id, |
| "app_id": app_id, |
| "run_id": run_id, |
| }.items() |
| if v |
| } |
| format_agent_envelope( |
| console, |
| command="search", |
| data=results, |
| scope=scope or None, |
| count=len(results), |
| duration_ms=int(_elapsed * 1000), |
| ) |
| return |
|
|
| if output == "json": |
| format_json(console, results) |
| elif output == "table": |
| if results: |
| format_memories_table(console, results, show_score=True) |
| print_result_summary( |
| console, len(results), duration_secs=_elapsed, user_id=user_id, agent_id=agent_id |
| ) |
| else: |
| console.print() |
| print_info(console, "No memories found matching your query.") |
| console.print() |
| else: |
| if results: |
| format_memories_text(console, results) |
| print_result_summary( |
| console, len(results), duration_secs=_elapsed, user_id=user_id, agent_id=agent_id |
| ) |
| else: |
| console.print() |
| print_info(console, "No memories found matching your query.") |
| console.print() |
|
|
|
|
| def cmd_get(backend: Backend, memory_id: str, *, output: str) -> None: |
| """Get a specific memory by ID.""" |
| from mem0_cli.state import is_agent_mode, set_current_command |
|
|
| set_current_command("get") |
| if is_agent_mode(): |
| output = "agent" |
| with timed_status(err_console, "Fetching memory...") as _ts: |
| try: |
| result = backend.get(memory_id) |
| except Exception as e: |
| print_error(err_console, str(e)) |
| raise typer.Exit(1) from None |
|
|
| if output == "agent": |
| format_agent_envelope(console, command="get", data=result) |
| else: |
| format_single_memory(console, result, output) |
|
|
|
|
| def cmd_list( |
| backend: Backend, |
| *, |
| user_id: str | None, |
| agent_id: str | None, |
| app_id: str | None, |
| run_id: str | None, |
| page: int, |
| page_size: int, |
| category: str | None, |
| after: str | None, |
| before: str | None, |
| enable_graph: bool = False, |
| output: str = "table", |
| ) -> None: |
| """List memories.""" |
| from mem0_cli.state import is_agent_mode, set_current_command |
|
|
| set_current_command("list") |
| if is_agent_mode(): |
| output = "agent" |
| if page_size < 1: |
| print_error(err_console, "--page-size must be >= 1.") |
| raise typer.Exit(1) |
| if page < 1: |
| print_error(err_console, "--page must be >= 1.") |
| raise typer.Exit(1) |
|
|
| _start = _time.perf_counter() |
| with timed_status(err_console, "Listing memories...") as _ts: |
| try: |
| results = backend.list_memories( |
| user_id=user_id, |
| agent_id=agent_id, |
| app_id=app_id, |
| run_id=run_id, |
| page=page, |
| page_size=page_size, |
| category=category, |
| after=after, |
| before=before, |
| enable_graph=enable_graph, |
| ) |
| except Exception as e: |
| print_error(err_console, str(e)) |
| raise typer.Exit(1) from None |
| _elapsed = _time.perf_counter() - _start |
|
|
| if output == "quiet": |
| return |
|
|
| if output in ("json", "agent"): |
| scope = { |
| k: v |
| for k, v in { |
| "user_id": user_id, |
| "agent_id": agent_id, |
| "app_id": app_id, |
| "run_id": run_id, |
| }.items() |
| if v |
| } |
| format_agent_envelope( |
| console, |
| command="list", |
| data=results, |
| scope=scope or None, |
| count=len(results), |
| duration_ms=int(_elapsed * 1000), |
| ) |
| elif output == "table": |
| if results: |
| format_memories_table(console, results) |
| print_result_summary( |
| console, |
| len(results), |
| duration_secs=_elapsed, |
| page=page, |
| user_id=user_id, |
| agent_id=agent_id, |
| ) |
| else: |
| console.print() |
| print_info(console, "No memories found.") |
| console.print() |
| else: |
| if results: |
| format_memories_text(console, results, title="memories") |
| print_result_summary( |
| console, |
| len(results), |
| duration_secs=_elapsed, |
| page=page, |
| user_id=user_id, |
| agent_id=agent_id, |
| ) |
| else: |
| console.print() |
| print_info(console, "No memories found.") |
| console.print() |
|
|
|
|
| def cmd_update( |
| backend: Backend, |
| memory_id: str, |
| text: str | None, |
| *, |
| metadata: str | None, |
| output: str, |
| ) -> None: |
| """Update a memory.""" |
| from mem0_cli.state import is_agent_mode, set_current_command |
|
|
| set_current_command("update") |
| if is_agent_mode(): |
| output = "agent" |
| meta = None |
| if metadata: |
| try: |
| meta = json.loads(metadata) |
| except json.JSONDecodeError: |
| print_error(err_console, "Invalid JSON in --metadata.") |
| raise typer.Exit(1) from None |
|
|
| _start = _time.perf_counter() |
| with timed_status(err_console, "Updating memory...") as _ts: |
| try: |
| result = backend.update(memory_id, content=text, metadata=meta) |
| except Exception as e: |
| print_error(err_console, str(e)) |
| raise typer.Exit(1) from None |
| _elapsed = _time.perf_counter() - _start |
|
|
| if output == "agent": |
| format_agent_envelope( |
| console, |
| command="update", |
| data=result, |
| duration_ms=int(_elapsed * 1000), |
| ) |
| elif output == "json": |
| format_json(console, result) |
| elif output != "quiet": |
| print_success(console, f"Memory {memory_id[:8]} updated ({_elapsed:.2f}s)") |
|
|
|
|
| def cmd_delete( |
| backend: Backend, |
| memory_id: str, |
| *, |
| dry_run: bool = False, |
| force: bool = False, |
| output: str, |
| ) -> None: |
| """Delete a single memory by ID.""" |
| from mem0_cli.state import is_agent_mode, set_current_command |
|
|
| set_current_command("delete") |
| if is_agent_mode(): |
| output = "agent" |
| if dry_run: |
| |
| try: |
| mem = backend.get(memory_id) |
| except Exception as e: |
| print_error(err_console, str(e)) |
| raise typer.Exit(1) from None |
| format_single_memory(console, mem, output) |
| print_info(console, "No changes made (dry run).") |
| return |
|
|
| _start = _time.perf_counter() |
| with timed_status(err_console, "Deleting...") as _ts: |
| try: |
| result = backend.delete(memory_id=memory_id) |
| except Exception as e: |
| print_error(err_console, str(e)) |
| raise typer.Exit(1) from None |
| _elapsed = _time.perf_counter() - _start |
|
|
| if output == "agent": |
| format_agent_envelope( |
| console, |
| command="delete", |
| data={"id": memory_id, "deleted": True}, |
| duration_ms=int(_elapsed * 1000), |
| ) |
| elif output == "json": |
| format_json(console, result) |
| elif output != "quiet": |
| print_success(console, f"Memory {memory_id[:8]} deleted ({_elapsed:.2f}s)") |
|
|
|
|
| def cmd_delete_all( |
| backend: Backend, |
| *, |
| force: bool, |
| dry_run: bool = False, |
| all_: bool = False, |
| user_id: str | None, |
| agent_id: str | None, |
| app_id: str | None, |
| run_id: str | None, |
| output: str, |
| ) -> None: |
| """Delete all memories matching a scope.""" |
| from mem0_cli.state import is_agent_mode, set_current_command |
|
|
| set_current_command("delete-all") |
| if is_agent_mode(): |
| output = "agent" |
| if not force: |
| print_error(err_console, "Destructive operation requires --force in agent mode.") |
| raise typer.Exit(1) |
| if all_: |
| |
| |
|
|
| if not force: |
| confirm = typer.confirm( |
| "\n ⚠ Delete ALL memories across the ENTIRE project? This cannot be undone." |
| ) |
| if not confirm: |
| print_info(console, "Cancelled.") |
| raise typer.Exit(0) |
|
|
| _start = _time.perf_counter() |
| with timed_status(err_console, "Deleting all memories project-wide...") as _ts: |
| try: |
| result = backend.delete( |
| all=True, |
| user_id="*", |
| agent_id="*", |
| app_id="*", |
| run_id="*", |
| ) |
| except Exception as e: |
| print_error(err_console, str(e)) |
| raise typer.Exit(1) from None |
| _elapsed = _time.perf_counter() - _start |
|
|
| if output == "agent": |
| format_agent_envelope( |
| console, |
| command="delete-all", |
| data={"deleted": True, "scope": "project"}, |
| duration_ms=int(_elapsed * 1000), |
| ) |
| elif output == "json": |
| format_json(console, result) |
| elif output != "quiet": |
| if isinstance(result, dict) and "message" in result: |
| print_info(console, "Deletion started. Memories will be removed in the background.") |
| else: |
| print_success(console, f"All project memories deleted ({_elapsed:.2f}s)") |
| return |
|
|
| if dry_run: |
| |
| try: |
| results = backend.list_memories( |
| user_id=user_id, |
| agent_id=agent_id, |
| app_id=app_id, |
| run_id=run_id, |
| ) |
| except Exception as e: |
| print_error(err_console, str(e)) |
| raise typer.Exit(1) from None |
| count = len(results) |
| print_info(console, f"Would delete {count} memor{'y' if count == 1 else 'ies'}.") |
| print_info(console, "No changes made (dry run).") |
| return |
|
|
| if not force: |
| scope_parts = [] |
| if user_id: |
| scope_parts.append(f"user={user_id}") |
| if agent_id: |
| scope_parts.append(f"agent={agent_id}") |
| if app_id: |
| scope_parts.append(f"app={app_id}") |
| if run_id: |
| scope_parts.append(f"run={run_id}") |
| scope = ", ".join(scope_parts) if scope_parts else "ALL entities" |
|
|
| confirm = typer.confirm(f"\n ⚠ Delete ALL memories for {scope}? This cannot be undone.") |
| if not confirm: |
| print_info(console, "Cancelled.") |
| raise typer.Exit(0) |
|
|
| _start = _time.perf_counter() |
| with timed_status(err_console, "Deleting all memories...") as _ts: |
| try: |
| result = backend.delete( |
| all=True, |
| user_id=user_id, |
| agent_id=agent_id, |
| app_id=app_id, |
| run_id=run_id, |
| ) |
| except Exception as e: |
| print_error(err_console, str(e)) |
| raise typer.Exit(1) from None |
| _elapsed = _time.perf_counter() - _start |
|
|
| scope = { |
| k: v |
| for k, v in { |
| "user_id": user_id, |
| "agent_id": agent_id, |
| "app_id": app_id, |
| "run_id": run_id, |
| }.items() |
| if v |
| } |
| if output == "agent": |
| format_agent_envelope( |
| console, |
| command="delete-all", |
| data={"deleted": True}, |
| scope=scope or None, |
| duration_ms=int(_elapsed * 1000), |
| ) |
| elif output == "json": |
| format_json(console, result) |
| elif output != "quiet": |
| if isinstance(result, dict) and "message" in result: |
| print_info(console, "Deletion started. Memories will be removed in the background.") |
| else: |
| print_success(console, f"All matching memories deleted ({_elapsed:.2f}s)") |
|
|