File size: 12,907 Bytes
0ae3f27 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 | ---
title: API Reference Changes
description: "Comprehensive reference of all API changes between Mem0 v0.x and v1.0.0 Beta, organized by component and method."
icon: "code"
iconType: "solid"
---
## Overview
This page documents all API changes between Mem0 v0.x and v1.0.0 Beta, organized by component and method.
## Memory Class Changes
### Constructor
#### v0.x
```python
from mem0 import Memory
# Basic initialization
m = Memory()
# With configuration
config = {
"version": "v1.0", # Supported in v0.x
"vector_store": {...}
}
m = Memory.from_config(config)
```
#### v1.0.0
```python
from mem0 import Memory
# Basic initialization (same)
m = Memory()
# With configuration
config = {
"version": "v1.1", # v1.1+ only
"vector_store": {...},
# New optional features
"reranker": {
"provider": "cohere",
"config": {...}
}
}
m = Memory.from_config(config)
```
### add() Method
#### v0.x Signature
```python
def add(
self,
messages,
user_id: str = None,
agent_id: str = None,
run_id: str = None,
metadata: dict = None,
filters: dict = None,
output_format: str = None, # β REMOVED
version: str = None # β REMOVED
) -> Union[List[dict], dict]
```
#### v1.0.0 Signature
```python
def add(
self,
messages,
user_id: str = None,
agent_id: str = None,
run_id: str = None,
metadata: dict = None,
filters: dict = None,
infer: bool = True # β
NEW: Control memory inference
) -> dict # Always returns dict with "results" key
```
#### Changes Summary
| Parameter | v0.x | v1.0.0 | Change |
|-----------|------|-----------|---------|
| `messages` | β
| β
| Unchanged |
| `user_id` | β
| β
| Unchanged |
| `agent_id` | β
| β
| Unchanged |
| `run_id` | β
| β
| Unchanged |
| `metadata` | β
| β
| Unchanged |
| `filters` | β
| β
| Unchanged |
| `output_format` | β
| β | **REMOVED** |
| `version` | β
| β | **REMOVED** |
| `infer` | β | β
| **NEW** |
#### Response Format Changes
**v0.x Response (variable format):**
```python
# With output_format="v1.0"
[
{
"id": "mem_123",
"memory": "User loves pizza",
"event": "ADD"
}
]
# With output_format="v1.1"
{
"results": [
{
"id": "mem_123",
"memory": "User loves pizza",
"event": "ADD"
}
]
}
```
**v1.0.0 Response (standardized):**
```python
# Always returns this format
{
"results": [
{
"id": "mem_123",
"memory": "User loves pizza",
"metadata": {...},
"event": "ADD"
}
]
}
```
### search() Method
#### v0.x Signature
```python
def search(
self,
query: str,
user_id: str = None,
agent_id: str = None,
run_id: str = None,
limit: int = 100,
filters: dict = None, # Basic key-value only
output_format: str = None, # β REMOVED
version: str = None # β REMOVED
) -> Union[List[dict], dict]
```
#### v1.0.0 Signature
```python
def search(
self,
query: str,
user_id: str = None,
agent_id: str = None,
run_id: str = None,
limit: int = 100,
filters: dict = None, # β
ENHANCED: Advanced operators
rerank: bool = True # β
NEW: Reranking support
) -> dict # Always returns dict with "results" key
```
#### Enhanced Filtering
**v0.x Filters (basic):**
```python
# Simple key-value filtering only
filters = {
"category": "food",
"user_id": "alice"
}
```
**v1.0.0 Filters (enhanced):**
```python
# Advanced filtering with operators
filters = {
"AND": [
{"category": "food"},
{"score": {"gte": 0.8}},
{
"OR": [
{"priority": "high"},
{"urgent": True}
]
}
]
}
# Comparison operators
filters = {
"score": {"gt": 0.5}, # Greater than
"priority": {"gte": 5}, # Greater than or equal
"rating": {"lt": 3}, # Less than
"confidence": {"lte": 0.9}, # Less than or equal
"status": {"eq": "active"}, # Equal
"archived": {"ne": True}, # Not equal
"tags": {"in": ["work", "personal"]}, # In list
"category": {"nin": ["spam", "deleted"]} # Not in list
}
```
### get_all() Method
#### v0.x Signature
```python
def get_all(
self,
user_id: str = None,
agent_id: str = None,
run_id: str = None,
filters: dict = None,
output_format: str = None, # β REMOVED
version: str = None # β REMOVED
) -> Union[List[dict], dict]
```
#### v1.0.0 Signature
```python
def get_all(
self,
user_id: str = None,
agent_id: str = None,
run_id: str = None,
filters: dict = None # β
ENHANCED: Advanced operators
) -> dict # Always returns dict with "results" key
```
### update() Method
#### No Breaking Changes
```python
# Same signature in both versions
def update(
self,
memory_id: str,
data: str
) -> dict
```
### delete() Method
#### No Breaking Changes
```python
# Same signature in both versions
def delete(
self,
memory_id: str
) -> dict
```
### delete_all() Method
#### Breaking Change β Empty filter no longer silently deletes everything
**Before:** calling `delete_all()` with no filters silently deleted **all memories in the project**.
**After:**
- No filters β raises a validation error (prevents accidental full-project wipe).
- Concrete ID (e.g. `user_id="alice"`) β deletes memories for that entity (unchanged).
- `"*"` for a filter β deletes all memories for that entity type across the project (new).
- All four filters set to `"*"` β explicit full project wipe (new, requires opt-in on every parameter).
This change replaces the silent full-project delete (triggered by an empty or missing filter) with a validation error, and introduces `"*"` wildcards as the intentional path for bulk deletion.
```python
# v0.x β no filter silently wiped all project memories
m.delete_all() # DANGER: deleted everything
m.delete_all(user_id="alice") # deleted alice's memories
# v1.x β no filter now raises an error; use "*" for intentional bulk deletes
m.delete_all() # ERROR: at least one filter required
m.delete_all(user_id="alice") # unchanged
m.delete_all(user_id="*") # NEW β delete all users' memories
m.delete_all(user_id="*", agent_id="*", app_id="*", run_id="*") # NEW β full project wipe
```
## Platform Client (MemoryClient) Changes
### async_mode Default Changed
#### v0.x
```python
from mem0 import MemoryClient
client = MemoryClient(api_key="your-key")
# async_mode had to be explicitly set or had different default
result = client.add("content", user_id="alice", async_mode=True)
```
#### v1.0.0
```python
from mem0 import MemoryClient
client = MemoryClient(api_key="your-key")
# async_mode defaults to True now (better performance)
result = client.add("content", user_id="alice") # Uses async_mode=True by default
# Can still override if needed
result = client.add("content", user_id="alice", async_mode=False)
```
## Configuration Changes
### Memory Configuration
#### v0.x Config Options
```python
config = {
"vector_store": {...},
"llm": {...},
"embedder": {...},
"graph_store": {...},
"version": "v1.0", # β v1.0 no longer supported
"history_db_path": "...",
"custom_fact_extraction_prompt": "..."
}
```
#### v1.0.0 Config Options
```python
config = {
"vector_store": {...},
"llm": {...},
"embedder": {...},
"graph_store": {...},
"reranker": { # β
NEW: Reranker support
"provider": "cohere",
"config": {...}
},
"version": "v1.1", # β
v1.1+ only
"history_db_path": "...",
"custom_fact_extraction_prompt": "...",
"custom_update_memory_prompt": "..." # β
NEW: Custom update prompt
}
```
### New Configuration Options
#### Reranker Configuration
```python
# Cohere reranker
"reranker": {
"provider": "cohere",
"config": {
"model": "rerank-english-v3.0",
"api_key": "your-api-key",
"top_k": 10
}
}
# Sentence Transformer reranker
"reranker": {
"provider": "sentence_transformer",
"config": {
"model": "cross-encoder/ms-marco-MiniLM-L-6-v2",
"device": "cuda"
}
}
# Hugging Face reranker
"reranker": {
"provider": "huggingface",
"config": {
"model": "BAAI/bge-reranker-base",
"device": "cuda"
}
}
# LLM-based reranker
"reranker": {
"provider": "llm_reranker",
"config": {
"llm": {
"provider": "openai",
"config": {
"model": "gpt-4",
"api_key": "your-api-key"
}
}
}
}
```
## Error Handling Changes
### New Error Types
#### v0.x Errors
```python
# Generic exceptions
try:
result = m.add("content", user_id="alice", version="v1.0")
except Exception as e:
print(f"Error: {e}")
```
#### v1.0.0 Errors
```python
# More specific error handling
try:
result = m.add("content", user_id="alice")
except ValueError as e:
if "v1.0 API format is no longer supported" in str(e):
# Handle version compatibility error
pass
elif "Invalid filter operator" in str(e):
# Handle filter syntax error
pass
except TypeError as e:
# Handle parameter errors
pass
except Exception as e:
# Handle unexpected errors
pass
```
### Validation Changes
#### Stricter Parameter Validation
**v0.x (Lenient):**
```python
# Unknown parameters might be ignored
result = m.add("content", user_id="alice", unknown_param="value")
```
**v1.0.0 (Strict):**
```python
# Unknown parameters raise TypeError
try:
result = m.add("content", user_id="alice", unknown_param="value")
except TypeError as e:
print(f"Invalid parameter: {e}")
```
## Response Schema Changes
### Memory Object Schema
#### v0.x Schema
```python
{
"id": "mem_123",
"memory": "User loves pizza",
"user_id": "alice",
"metadata": {...},
"created_at": "2024-01-01T00:00:00Z",
"updated_at": "2024-01-01T00:00:00Z",
"score": 0.95 # In search results
}
```
#### v1.0.0 Schema (Enhanced)
```python
{
"id": "mem_123",
"memory": "User loves pizza",
"user_id": "alice",
"agent_id": "assistant", # β
More context
"run_id": "session_001", # β
More context
"metadata": {...},
"categories": ["food"], # β
NEW: Auto-categorization
"immutable": false, # β
NEW: Immutability flag
"created_at": "2024-01-01T00:00:00Z",
"updated_at": "2024-01-01T00:00:00Z",
"score": 0.95, # In search results
"rerank_score": 0.98 # β
NEW: If reranking used
}
```
## Migration Code Examples
### Simple Migration
#### Before (v0.x)
```python
from mem0 import Memory
m = Memory()
# Add with deprecated parameters
result = m.add(
"I love pizza",
user_id="alice",
output_format="v1.1",
version="v1.0"
)
# Handle variable response format
if isinstance(result, list):
memories = result
else:
memories = result.get("results", [])
for memory in memories:
print(memory["memory"])
```
#### After (v1.0.0 )
```python
from mem0 import Memory
m = Memory()
# Add without deprecated parameters
result = m.add(
"I love pizza",
user_id="alice"
)
# Always dict format with "results" key
for memory in result["results"]:
print(memory["memory"])
```
### Advanced Migration
#### Before (v0.x)
```python
# Basic filtering
results = m.search(
"food preferences",
user_id="alice",
filters={"category": "food"},
output_format="v1.1"
)
```
#### After (v1.0.0 )
```python
# Enhanced filtering with reranking
results = m.search(
"food preferences",
user_id="alice",
filters={
"AND": [
{"category": "food"},
{"score": {"gte": 0.8}}
]
},
rerank=True
)
```
## Summary
| Component | v0.x | v1.0.0 | Status |
|-----------|------|-----------|---------|
| `add()` method | Variable response | Standardized response | β οΈ Breaking |
| `search()` method | Basic filtering | Enhanced filtering + reranking | β οΈ Breaking |
| `get_all()` method | Variable response | Standardized response | β οΈ Breaking |
| Response format | Variable | Always `{"results": [...]}` | β οΈ Breaking |
| Reranking | β Not available | β
Full support | β
New feature |
| Advanced filtering | β Basic only | β
Full operators | β
Enhancement |
| Error handling | Generic | Specific error types | β
Improvement |
<Info>
Use this reference to systematically update your codebase. Test each change thoroughly before deploying to production.
</Info> |