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17 changed files with 306 additions and 79 deletions
+5
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@@ -7,6 +7,11 @@ mode: "wide"
<Tabs>
<Tab title="Python">
<Update label="2026-03-03" description="v1.0.5">
- **Telemetry Fix**
- Fixed an issue where the PostHog client was initialized even after telemetry was disabled. Although events were not captured, the client was unnecessarily initialized.
</Update>
<Update label="2026-02-17" description="v1.0.4">
**New Features & Updates:**
@@ -107,6 +107,12 @@ client = MemoryClient(api_key="your-api-key")
# Delete all memories for a specific user
client.delete_all(user_id="alice")
# Delete all memories for a specific agent
client.delete_all(agent_id="support-bot")
# Delete all memories for a specific run
client.delete_all(run_id="session-xyz")
```
```javascript JavaScript
@@ -127,7 +133,48 @@ You can also filter by other parameters such as:
- `metadata` (as JSON string)
<Warning>
`delete_all` requires at least one filter (user, agent, run, or metadata). Calling it with no filters raises an error to prevent accidental data loss.
**Breaking change:** `delete_all` previously wiped all project memories when called with no filters. It now **raises an error** if no filters are provided. Use `"*"` wildcards for intentional bulk deletion (see below).
</Warning>
### Wildcard deletes
Setting a filter to `"*"` deletes **all memories** for that entity type across the entire project. This is an intentionally explicit opt-in to bulk deletion.
<CodeGroup>
```python Python
from mem0 import MemoryClient
client = MemoryClient(api_key="your-api-key")
# Delete all memories across every user in the project
client.delete_all(user_id="*")
# Delete all memories across every agent in the project
client.delete_all(agent_id="*")
# Full project wipe — all four filters must be explicitly set to "*"
client.delete_all(user_id="*", agent_id="*", app_id="*", run_id="*")
```
```javascript JavaScript
import MemoryClient from 'mem0ai';
const client = new MemoryClient({ apiKey: "your-api-key" });
// Delete all memories across every user in the project
client.deleteAll({ user_id: "*" })
.then(result => console.log(result))
.catch(error => console.error(error));
// Full project wipe — all four filters must be explicitly set to "*"
client.deleteAll({ user_id: "*", agent_id: "*", app_id: "*", run_id: "*" })
.then(result => console.log(result))
.catch(error => console.error(error));
```
</CodeGroup>
<Warning>
A full project wipe requires **all four** filters set to `"*"`. Setting only some to `"*"` deletes memories only for those entity types, not the entire project.
</Warning>
## Delete with Mem0 OSS
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+21 -6
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@@ -255,13 +255,28 @@ def delete(
### delete_all() Method
#### No Breaking Changes
#### Breaking Change — Empty filter no longer silently deletes everything
**Before:** calling `delete_all()` with no filters silently deleted **all memories in the project**.
**After:**
- No filters → raises a validation error (prevents accidental full-project wipe).
- Concrete ID (e.g. `user_id="alice"`) → deletes memories for that entity (unchanged).
- `"*"` for a filter → deletes all memories for that entity type across the project (new).
- All four filters set to `"*"` → 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
# Same signature in both versions
def delete_all(
self,
user_id: str
) -> dict
# v0.x — 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 — 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 — delete all users' memories
m.delete_all(user_id="*", agent_id="*", app_id="*", run_id="*") # NEW — full project wipe
```
## Platform Client (MemoryClient) Changes
+21 -19
View File
@@ -1180,7 +1180,7 @@
"tags": [
"memories"
],
"description": "Delete memories.",
"description": "Delete memories by filter. At least one filter is required — previously omitting all filters silently deleted everything; now it returns a validation error.",
"operationId": "memories_delete",
"parameters": [
{
@@ -1189,7 +1189,7 @@
"schema": {
"type": "string"
},
"description": "Filter memories by user ID."
"description": "Filter by user ID. Pass `*` to delete memories for all users."
},
{
"name": "agent_id",
@@ -1197,7 +1197,7 @@
"schema": {
"type": "string"
},
"description": "Filter memories by agent ID."
"description": "Filter by agent ID. Pass `*` to delete memories for all agents."
},
{
"name": "app_id",
@@ -1205,7 +1205,7 @@
"schema": {
"type": "string"
},
"description": "Filter memories by app ID."
"description": "Filter by app ID. Pass `*` to delete memories for all apps."
},
{
"name": "run_id",
@@ -1213,7 +1213,7 @@
"schema": {
"type": "string"
},
"description": "Filter memories by run ID."
"description": "Filter by run ID. Pass `*` to delete memories for all runs."
},
{
"name": "metadata",
@@ -1263,15 +1263,15 @@
"x-code-samples": [
{
"lang": "Python",
"source": "# To use the Python SDK, install the package:\n# pip install mem0ai\n\nfrom mem0 import MemoryClient\nclient = MemoryClient(api_key=\"your_api_key\", org_id=\"your_org_id\", project_id=\"your_project_id\")\n\n# Delete all memories for a specific user\nclient.delete_all(user_id=\"<user_id>\")"
"source": "# To use the Python SDK, install the package:\n# pip install mem0ai\n\nfrom mem0 import MemoryClient\nclient = MemoryClient(api_key=\"your_api_key\", org_id=\"your_org_id\", project_id=\"your_project_id\")\n\n# Delete all memories for a specific user\nclient.delete_all(user_id=\"<user_id>\")\n\n# Delete all memories for every user in the project (wildcard)\nclient.delete_all(user_id=\"*\")\n\n# Full project wipe — all four filters must be explicitly set to \"*\"\nclient.delete_all(user_id=\"*\", agent_id=\"*\", app_id=\"*\", run_id=\"*\")\n\n# NOTE: Calling delete_all() with no filters raises a validation error.\n# At least one filter is required to prevent accidental data loss."
},
{
"lang": "JavaScript",
"source": "// To use the JavaScript SDK, install the package:\n// npm i mem0ai\n\nimport MemoryClient from 'mem0ai';\nconst client = new MemoryClient({ apiKey: \"your-api-key\" });\n\n// Delete all memories for a specific user\nclient.deleteAll({ user_id: \"<user_id>\" })\n .then(result => console.log(result))\n .catch(error => console.error(error));"
"source": "// To use the JavaScript SDK, install the package:\n// npm i mem0ai\n\nimport MemoryClient from 'mem0ai';\nconst client = new MemoryClient({ apiKey: \"your-api-key\" });\n\n// Delete all memories for a specific user\nclient.deleteAll({ user_id: \"<user_id>\" })\n .then(result => console.log(result))\n .catch(error => console.error(error));\n\n// Delete all memories for every user in the project (wildcard)\nclient.deleteAll({ user_id: \"*\" })\n .then(result => console.log(result))\n .catch(error => console.error(error));\n\n// Full project wipe — all four filters must be explicitly set to \"*\"\nclient.deleteAll({ user_id: \"*\", agent_id: \"*\", app_id: \"*\", run_id: \"*\" })\n .then(result => console.log(result))\n .catch(error => console.error(error));"
},
{
"lang": "cURL",
"source": "curl --request DELETE \\\n --url https://api.mem0.ai/v1/memories/ \\\n --header 'Authorization: Token <api-key>'"
"source": "# Delete memories for a specific user\ncurl --request DELETE \\\n --url 'https://api.mem0.ai/v1/memories/?user_id=<user_id>' \\\n --header 'Authorization: Token <api-key>'\n\n# Delete memories for all users (wildcard)\ncurl --request DELETE \\\n --url 'https://api.mem0.ai/v1/memories/?user_id=*' \\\n --header 'Authorization: Token <api-key>'\n\n# Full project wipe — all four filters must be set to *\ncurl --request DELETE \\\n --url 'https://api.mem0.ai/v1/memories/?user_id=*&agent_id=*&app_id=*&run_id=*' \\\n --header 'Authorization: Token <api-key>'"
},
{
"lang": "Go",
@@ -4539,7 +4539,7 @@
"x-code-samples": [
{
"lang": "Python",
"source": "# To use the Python SDK, install the package:\n# pip install mem0ai\n\nfrom mem0 import MemoryClient\nclient = MemoryClient(api_key=\"your_api_key\")\n\n# Get all webhooks\nwebhooks = client.get_webhooks(project_id=\"your_project_id\")\nprint(webhooks)\n\n# Create a webhook\nwebhook = client.create_webhook(\n url=\"https://your-webhook-url.com\",\n name=\"My Webhook\",\n project_id=\"your_project_id\",\n event_types=[\"memory:add\"]\n)\nprint(webhook)"
"source": "# To use the Python SDK, install the package:\n# pip install mem0ai\n\nfrom mem0 import MemoryClient\nclient = MemoryClient(api_key=\"your_api_key\")\n\n# Get all webhooks\nwebhooks = client.get_webhooks(project_id=\"your_project_id\")\nprint(webhooks)\n\n# Create a webhook\nwebhook = client.create_webhook(\n url=\"https://your-webhook-url.com\",\n name=\"My Webhook\",\n project_id=\"your_project_id\",\n event_types=[\"memory:add\", \"memory:categorize\"]\n)\nprint(webhook)"
},
{
"lang": "JavaScript",
@@ -4606,7 +4606,8 @@
"enum": [
"memory:add",
"memory:update",
"memory:delete"
"memory:delete",
"memory:categorize"
]
},
"description": "List of event types to subscribe to."
@@ -4701,7 +4702,7 @@
"x-code-samples": [
{
"lang": "Python",
"source": "# To use the Python SDK, install the package:\n# pip install mem0ai\n\nfrom mem0 import MemoryClient\nclient = MemoryClient(api_key=\"your_api_key\", org_id=\"your_org_id\", project_id=\"your_project_id\")\n\n# Create a webhook\nwebhook = client.create_webhook(\n url=\"https://your-webhook-url.com\",\n name=\"My Webhook\",\n project_id=\"your_project_id\",\n event_types=[\"memory:add\"]\n)\nprint(webhook)"
"source": "# To use the Python SDK, install the package:\n# pip install mem0ai\n\nfrom mem0 import MemoryClient\nclient = MemoryClient(api_key=\"your_api_key\", org_id=\"your_org_id\", project_id=\"your_project_id\")\n\n# Create a webhook\nwebhook = client.create_webhook(\n url=\"https://your-webhook-url.com\",\n name=\"My Webhook\",\n project_id=\"your_project_id\",\n event_types=[\"memory:add\", \"memory:categorize\"]\n)\nprint(webhook)"
},
{
"lang": "JavaScript",
@@ -4767,7 +4768,8 @@
"enum": [
"memory:add",
"memory:update",
"memory:delete"
"memory:delete",
"memory:categorize"
]
},
"description": "New list of event types to subscribe to"
@@ -4845,11 +4847,11 @@
"x-code-samples": [
{
"lang": "Python",
"source": "# To use the Python SDK, install the package:\n# pip install mem0ai\n\nfrom mem0 import MemoryClient\nclient = MemoryClient(api_key=\"your_api_key\")\n\n# Update a webhook\nwebhook = client.update_webhook(\n webhook_id=\"your_webhook_id\",\n name=\"Updated Webhook\",\n url=\"https://new-webhook-url.com\",\n event_types=[\"memory:add\"]\n)\nprint(webhook)\n\n# Delete a webhook\nresponse = client.delete_webhook(webhook_id=\"your_webhook_id\")\nprint(response)"
"source": "# To use the Python SDK, install the package:\n# pip install mem0ai\n\nfrom mem0 import MemoryClient\nclient = MemoryClient(api_key=\"your_api_key\")\n\n# Update a webhook\nwebhook = client.update_webhook(\n webhook_id=\"your_webhook_id\",\n name=\"Updated Webhook\",\n url=\"https://new-webhook-url.com\",\n event_types=[\"memory:add\", \"memory:categorize\"]\n)\nprint(webhook)\n\n# Delete a webhook\nresponse = client.delete_webhook(webhook_id=\"your_webhook_id\")\nprint(response)"
},
{
"lang": "JavaScript",
"source": "// To use the JavaScript SDK, install the package:\n// npm i mem0ai\n\nimport MemoryClient from 'mem0ai';\nconst client = new MemoryClient({ apiKey: 'your-api-key' });\n\n// Update a webhook\nclient.updateWebhook('your_webhook_id', {\n name: 'Updated Webhook',\n url: 'https://new-webhook-url.com',\n event_types: ['memory:add']\n})\n .then(webhook => console.log(webhook))\n .catch(err => console.error(err));\n\n// Delete a webhook\nclient.deleteWebhook('your_webhook_id')\n .then(response => console.log(response))\n .catch(err => console.error(err));"
"source": "// To use the JavaScript SDK, install the package:\n// npm i mem0ai\n\nimport MemoryClient from 'mem0ai';\nconst client = new MemoryClient({ apiKey: 'your-api-key' });\n\n// Update a webhook\nclient.updateWebhook('your_webhook_id', {\n name: 'Updated Webhook',\n url: 'https://new-webhook-url.com',\n event_types: ['memory:add', 'memory:categorize']\n})\n .then(webhook => console.log(webhook))\n .catch(err => console.error(err));\n\n// Delete a webhook\nclient.deleteWebhook('your_webhook_id')\n .then(response => console.log(response))\n .catch(err => console.error(err));"
},
{
"lang": "cURL",
@@ -5568,26 +5570,26 @@
},
"DeleteMemoriesInput": {
"type": "object",
"description": "Input for deleting memories associated with a specific user, agent, app, or run.",
"description": "Filters for bulk memory deletion. At least one field is required. Pass \"*\" for a field to delete all memories for that entity type. Set all four to \"*\" for a full project wipe.",
"properties": {
"user_id": {
"type": "string",
"description": "The unique identifier of the user whose memories should be deleted.",
"description": "User ID to delete memories for. Pass \"*\" for all users.",
"nullable": true
},
"agent_id": {
"type": "string",
"description": "The unique identifier of the agent whose memories should be deleted.",
"description": "Agent ID to delete memories for. Pass \"*\" for all agents.",
"nullable": true
},
"app_id": {
"type": "string",
"description": "The unique identifier of the application whose memories should be deleted.",
"description": "App ID to delete memories for. Pass \"*\" for all apps.",
"nullable": true
},
"run_id": {
"type": "string",
"description": "The unique identifier of the run whose memories should be deleted.",
"description": "Run ID to delete memories for. Pass \"*\" for all runs.",
"nullable": true
}
},
+4
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@@ -123,6 +123,10 @@ await client.deleteAll({ user_id: "alice" });
</CodeGroup>
<Note>
At least one filter (`user_id`, `agent_id`, `app_id`, or `run_id`) is required — calling `delete_all` with no filters raises an error to prevent accidental data loss. You can pass `"*"` as a value to delete all memories for a given entity type (e.g., `user_id="*"` removes memories for every user). A full project wipe requires all four filters set to `"*"`.
</Note>
### History
Get the history of a specific memory asynchronously.
+16 -3
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@@ -5,7 +5,7 @@ description: 'Configure and manage webhooks to receive real-time notifications a
## Overview
Webhooks enable real-time notifications for memory events in your Mem0 project. Webhooks are configured at the project level, meaning each webhook is tied to a specific project and receives events solely from that project. You can configure webhooks to send HTTP POST requests to your specified URLs whenever memories are created, updated, or deleted.
Webhooks enable real-time notifications for memory events in your Mem0 project. Webhooks are configured at the project level, meaning each webhook is tied to a specific project and receives events solely from that project. You can configure webhooks to send HTTP POST requests to your specified URLs whenever memories are created, updated, deleted, or categorized.
## Managing Webhooks
@@ -27,7 +27,7 @@ webhook = client.create_webhook(
url="https://your-app.com/webhook",
name="Memory Logger",
project_id="proj_123",
event_types=["memory_add"]
event_types=["memory_add", "memory_categorize"]
)
print(webhook)
```
@@ -41,7 +41,7 @@ const webhook = await client.createWebhook({
url: "https://your-app.com/webhook",
name: "Memory Logger",
projectId: "proj_123",
eventTypes: ["memory_add"]
eventTypes: ["memory_add", "memory_categorize"]
});
console.log(webhook);
```
@@ -167,11 +167,13 @@ Mem0 supports the following event types for webhooks:
- `memory_add`: Triggered when a memory is added.
- `memory_update`: Triggered when an existing memory is updated.
- `memory_delete`: Triggered when a memory is deleted.
- `memory_categorize`: Triggered when a memory is categorized.
## Webhook Payload
When a memory event occurs, Mem0 sends an HTTP POST request to your webhook URL with the following payload:
**Memory add/update/delete payload:**
```json
{
"event_details": {
@@ -184,6 +186,17 @@ When a memory event occurs, Mem0 sends an HTTP POST request to your webhook URL
}
```
**Memory categorize payload:**
```json
{
"event_details": {
"event": "CATEGORIZE",
"memory_id": "a1b2c3d4-e5f6-4g7h-8i9j-k0l1m2n3o4p5",
"categories": ["hobbies", "travel"]
}
}
```
## Best Practices
1. **Implement Retry Logic**: Ensure your webhook endpoint can handle temporary failures.
+2 -2
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@@ -1,6 +1,6 @@
{
"name": "mem0ai",
"version": "2.2.3",
"version": "2.2.4",
"description": "The Memory Layer For Your AI Apps",
"main": "./dist/index.js",
"module": "./dist/index.mjs",
@@ -91,7 +91,7 @@
"typescript": "5.5.4"
},
"dependencies": {
"axios": "1.7.7",
"axios": "1.13.6",
"openai": "^4.93.0",
"uuid": "9.0.1",
"zod": "^3.24.1"
+25 -10
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@@ -44,8 +44,8 @@ importers:
specifier: 3.1.11
version: 3.1.11
axios:
specifier: 1.7.7
version: 1.7.7
specifier: 1.13.6
version: 1.13.6
cloudflare:
specifier: ^4.2.0
version: 4.3.0(encoding@0.1.13)
@@ -1621,10 +1621,10 @@ packages:
integrity: sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==,
}
axios@1.7.7:
axios@1.13.6:
resolution:
{
integrity: sha512-S4kL7XrjgBmvdGut0sN3yJxqYzrDOnivkBiN0OFs6hLiUam3UPvswUo0kqGyhqUZGEOytHyumEdXsAkgCOUf3Q==,
integrity: sha512-ChTCHMouEe2kn713WHbQGcuYrr6fXTBiu460OTwWrWob16g1bXn4vtz07Ope7ewMozJAnEquLk5lWQWtBig9DQ==,
}
babel-jest@29.7.0:
@@ -2560,10 +2560,10 @@ packages:
}
hasBin: true
follow-redirects@1.15.9:
follow-redirects@1.15.11:
resolution:
{
integrity: sha512-gew4GsXizNgdoRyqmyfMHyAmXsZDk6mHkSxZFCzW9gwlbtOW44CDtYavM+y+72qD/Vq2l550kMF52DT8fOLJqQ==,
integrity: sha512-deG2P0JfjrTxl50XGCDyfI97ZGVCxIpfKYmfyrQ54n5FO/0gfIES8C/Psl6kWVDolizcaaxZJnTS0QSMxvnsBQ==,
}
engines: { node: ">=4.0" }
peerDependencies:
@@ -2592,6 +2592,13 @@ packages:
}
engines: { node: ">= 6" }
form-data@4.0.5:
resolution:
{
integrity: sha512-8RipRLol37bNs2bhoV67fiTEvdTrbMUYcFTiy3+wuuOnUog2QBHCZWXDRijWQfAkhBj2Uf5UnVaiWwA5vdd82w==,
}
engines: { node: ">= 6" }
formdata-node@4.4.1:
resolution:
{
@@ -6566,10 +6573,10 @@ snapshots:
asynckit@0.4.0: {}
axios@1.7.7:
axios@1.13.6:
dependencies:
follow-redirects: 1.15.9
form-data: 4.0.2
follow-redirects: 1.15.11
form-data: 4.0.5
proxy-from-env: 1.1.0
transitivePeerDependencies:
- debug
@@ -7170,7 +7177,7 @@ snapshots:
kolorist: 1.8.0
read-pkg: 8.1.0
follow-redirects@1.15.9: {}
follow-redirects@1.15.11: {}
foreground-child@3.3.1:
dependencies:
@@ -7186,6 +7193,14 @@ snapshots:
es-set-tostringtag: 2.1.0
mime-types: 2.1.35
form-data@4.0.5:
dependencies:
asynckit: 0.4.0
combined-stream: 1.0.8
es-set-tostringtag: 2.1.0
hasown: 2.0.2
mime-types: 2.1.35
formdata-node@4.4.1:
dependencies:
node-domexception: 1.0.0
+4 -1
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@@ -27,9 +27,12 @@ export class OllamaEmbedder implements Embedder {
} catch (err) {
logger.error(`Error ensuring model exists: ${err}`);
}
// Ollama's Go server requires prompt to be a string. Coerce defensively
// since callers may pass values parsed from untrusted LLM JSON output.
const prompt = typeof text === "string" ? text : JSON.stringify(text);
const response = await this.ollama.embeddings({
model: this.model,
prompt: text,
prompt,
});
return response.embedding;
}
+3 -1
View File
@@ -15,6 +15,7 @@ import {
HistoryManagerFactory,
} from "../utils/factory";
import {
FactRetrievalSchema,
getFactRetrievalMessages,
getUpdateMemoryMessages,
parseMessages,
@@ -261,7 +262,8 @@ export class Memory {
const cleanResponse = removeCodeBlocks(response as string);
let facts: string[] = [];
try {
facts = JSON.parse(cleanResponse).facts || [];
const parsed = FactRetrievalSchema.parse(JSON.parse(cleanResponse));
facts = parsed.facts;
} catch (e) {
console.error(
"Failed to parse facts from LLM response:",
+10 -1
View File
@@ -1,9 +1,18 @@
import { z } from "zod";
// Accepts a string directly, or an object with a "fact" or "text" key
// (common malformed shapes from smaller LLMs like llama3.1:8b).
const factItem = z.union([
z.string(),
z.object({ fact: z.string() }).transform((o) => o.fact),
z.object({ text: z.string() }).transform((o) => o.text),
]);
// Define Zod schema for fact retrieval output
export const FactRetrievalSchema = z.object({
facts: z
.array(z.string())
.array(factItem)
.transform((arr) => arr.filter((s) => s.length > 0))
.describe("An array of distinct facts extracted from the conversation."),
});
+16 -5
View File
@@ -24,14 +24,18 @@ logging.getLogger("urllib3").setLevel(logging.CRITICAL + 1)
class AnonymousTelemetry:
def __init__(self, vector_store=None):
self.posthog = Posthog(project_api_key=PROJECT_API_KEY, host=HOST)
if not MEM0_TELEMETRY:
self.posthog = None
self.user_id = None
return
self.posthog = Posthog(project_api_key=PROJECT_API_KEY, host=HOST)
self.user_id = get_or_create_user_id(vector_store)
if not MEM0_TELEMETRY:
self.posthog.disabled = True
def capture_event(self, event_name, properties=None, user_email=None):
if self.posthog is None:
return
if properties is None:
properties = {}
properties = {
@@ -49,13 +53,17 @@ class AnonymousTelemetry:
self.posthog.capture(distinct_id=distinct_id, event=event_name, properties=properties)
def close(self):
self.posthog.shutdown()
if self.posthog is not None:
self.posthog.shutdown()
client_telemetry = AnonymousTelemetry()
def capture_event(event_name, memory_instance, additional_data=None):
if not MEM0_TELEMETRY:
return
oss_telemetry = AnonymousTelemetry(
vector_store=memory_instance._telemetry_vector_store
if hasattr(memory_instance, "_telemetry_vector_store")
@@ -81,6 +89,9 @@ def capture_event(event_name, memory_instance, additional_data=None):
def capture_client_event(event_name, instance, additional_data=None):
if not MEM0_TELEMETRY:
return
event_data = {
"function": f"{instance.__class__.__module__}.{instance.__class__.__name__}",
}
+25 -3
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@@ -56,6 +56,7 @@ interface AddOptions {
custom_categories?: Array<Record<string, string>>;
enable_graph?: boolean;
output_format?: string;
source?: string;
}
interface SearchOptions {
@@ -66,12 +67,14 @@ interface SearchOptions {
limit?: number;
keyword_search?: boolean;
reranking?: boolean;
source?: string;
}
interface ListOptions {
user_id: string;
run_id?: string;
page_size?: number;
source?: string;
}
interface MemoryItem {
@@ -152,6 +155,7 @@ class PlatformProvider implements Mem0Provider {
opts.custom_categories = options.custom_categories;
if (options.enable_graph) opts.enable_graph = options.enable_graph;
if (options.output_format) opts.output_format = options.output_format;
if (options.source) opts.source = options.source;
const result = await this.client.add(messages, opts);
return normalizeAddResult(result);
@@ -165,6 +169,7 @@ class PlatformProvider implements Mem0Provider {
if (options.threshold != null) opts.threshold = options.threshold;
if (options.keyword_search != null) opts.keyword_search = options.keyword_search;
if (options.reranking != null) opts.reranking = options.reranking;
if (options.source) opts.source = options.source;
const results = await this.client.search(query, opts);
return normalizeSearchResults(results);
@@ -181,6 +186,7 @@ class PlatformProvider implements Mem0Provider {
const opts: Record<string, unknown> = { user_id: options.user_id };
if (options.run_id) opts.run_id = options.run_id;
if (options.page_size != null) opts.page_size = options.page_size;
if (options.source) opts.source = options.source;
const results = await this.client.getAll(opts);
if (Array.isArray(results)) return results.map(normalizeMemoryItem);
@@ -247,6 +253,7 @@ class OSSProvider implements Mem0Provider {
// OSS SDK uses camelCase: userId/runId, not user_id/run_id
const addOpts: Record<string, unknown> = { userId: options.user_id };
if (options.run_id) addOpts.runId = options.run_id;
if (options.source) addOpts.source = options.source;
const result = await this.memory.add(messages, addOpts);
return normalizeAddResult(result);
}
@@ -260,9 +267,18 @@ class OSSProvider implements Mem0Provider {
else if (options.top_k != null) opts.limit = options.top_k;
if (options.keyword_search != null) opts.keyword_search = options.keyword_search;
if (options.reranking != null) opts.reranking = options.reranking;
if (options.source) opts.source = options.source;
if (options.threshold != null) opts.threshold = options.threshold;
const results = await this.memory.search(query, opts);
return normalizeSearchResults(results);
const normalized = normalizeSearchResults(results);
// Filter results by threshold if specified (client-side filtering as fallback)
if (options.threshold != null) {
return normalized.filter(item => (item.score ?? 0) >= options.threshold!);
}
return normalized;
}
async get(memoryId: string): Promise<MemoryItem> {
@@ -276,6 +292,7 @@ class OSSProvider implements Mem0Provider {
// OSS SDK uses camelCase: userId/runId, not user_id/run_id
const getAllOpts: Record<string, unknown> = { userId: options.user_id };
if (options.run_id) getAllOpts.runId = options.run_id;
if (options.source) getAllOpts.source = options.source;
const results = await this.memory.getAll(getAllOpts);
if (Array.isArray(results)) return results.map(normalizeMemoryItem);
if (results?.results && Array.isArray(results.results))
@@ -615,6 +632,7 @@ const memoryPlugin = {
function buildAddOptions(userIdOverride?: string, runId?: string): AddOptions {
const opts: AddOptions = {
user_id: userIdOverride || cfg.userId,
source: "OPENCLAW",
};
if (runId) opts.run_id = runId;
if (cfg.mode === "platform") {
@@ -639,6 +657,7 @@ const memoryPlugin = {
threshold: cfg.searchThreshold,
keyword_search: true,
reranking: true,
source: "OPENCLAW",
};
if (runId) opts.run_id = runId;
return opts;
@@ -931,18 +950,20 @@ const memoryPlugin = {
memories = await provider.getAll({
user_id: uid,
run_id: currentSessionId,
source: "OPENCLAW",
});
}
} else if (scope === "long-term") {
memories = await provider.getAll({ user_id: uid });
memories = await provider.getAll({ user_id: uid, source: "OPENCLAW" });
} else {
// "all" — combine both scopes
const longTerm = await provider.getAll({ user_id: uid });
const longTerm = await provider.getAll({ user_id: uid, source: "OPENCLAW" });
let session: MemoryItem[] = [];
if (currentSessionId) {
session = await provider.getAll({
user_id: uid,
run_id: currentSessionId,
source: "OPENCLAW",
});
}
const seen = new Set(longTerm.map((r) => r.id));
@@ -1195,6 +1216,7 @@ const memoryPlugin = {
try {
const memories = await provider.getAll({
user_id: cfg.userId,
source: "OPENCLAW",
});
console.log(`Mode: ${cfg.mode}`);
console.log(`User: ${cfg.userId}`);
+1 -1
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@@ -1,6 +1,6 @@
{
"name": "@mem0/openclaw-mem0",
"version": "0.1.0",
"version": "0.1.2",
"type": "module",
"description": "Mem0 memory backend for OpenClaw — platform or self-hosted open-source",
"license": "Apache-2.0",
+1 -1
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@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
[project]
name = "mem0ai"
version = "1.0.4"
version = "1.0.5"
description = "Long-term memory for AI Agents"
authors = [
{ name = "Mem0", email = "founders@mem0.ai" }
+104 -25
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@@ -1,35 +1,114 @@
import os
from unittest.mock import patch
import threading
from unittest.mock import MagicMock, patch
import pytest
MEM0_TELEMETRY = os.environ.get("MEM0_TELEMETRY", "True")
if isinstance(MEM0_TELEMETRY, str):
MEM0_TELEMETRY = MEM0_TELEMETRY.lower() in ("true", "1", "yes")
import mem0.memory.telemetry as telemetry_module
def use_telemetry():
if os.getenv("MEM0_TELEMETRY", "true").lower() == "true":
return True
return False
class TestTelemetryDisabled:
"""Verify PostHog is never instantiated when telemetry is disabled."""
def test_posthog_not_created_when_disabled(self):
"""Posthog() constructor should never be called when MEM0_TELEMETRY=False."""
with patch.object(telemetry_module, "MEM0_TELEMETRY", False):
with patch("mem0.memory.telemetry.Posthog") as mock_posthog:
at = telemetry_module.AnonymousTelemetry()
mock_posthog.assert_not_called()
assert at.posthog is None
assert at.user_id is None
def test_capture_event_noop_when_disabled(self):
"""capture_event() should return immediately without creating AnonymousTelemetry."""
with patch.object(telemetry_module, "MEM0_TELEMETRY", False):
with patch("mem0.memory.telemetry.AnonymousTelemetry") as mock_cls:
telemetry_module.capture_event("test.event", MagicMock())
mock_cls.assert_not_called()
def test_capture_client_event_noop_when_disabled(self):
"""capture_client_event() should return immediately without calling posthog."""
with patch.object(telemetry_module, "MEM0_TELEMETRY", False):
mock_instance = MagicMock()
mock_client_telemetry = MagicMock()
with patch.object(telemetry_module, "client_telemetry", mock_client_telemetry):
telemetry_module.capture_client_event("test.event", mock_instance)
mock_client_telemetry.capture_event.assert_not_called()
def test_instance_capture_event_noop_when_posthog_is_none(self):
"""AnonymousTelemetry.capture_event() should be a no-op when posthog is None."""
with patch.object(telemetry_module, "MEM0_TELEMETRY", False):
at = telemetry_module.AnonymousTelemetry()
at.capture_event("test.event", {"key": "value"}) # should not raise
def test_close_noop_when_posthog_is_none(self):
"""close() should not raise when posthog is None."""
with patch.object(telemetry_module, "MEM0_TELEMETRY", False):
at = telemetry_module.AnonymousTelemetry()
at.close() # should not raise
def test_no_threads_spawned_when_disabled(self):
"""No consumer threads should be created when telemetry is disabled."""
with patch.object(telemetry_module, "MEM0_TELEMETRY", False):
threads_before = threading.active_count()
telemetry_module.AnonymousTelemetry()
threads_after = threading.active_count()
assert threads_after == threads_before
@pytest.fixture(autouse=True)
def reset_env():
with patch.dict(os.environ, {}, clear=True):
yield
class TestTelemetryEnabled:
"""Verify PostHog works normally when telemetry is enabled."""
def test_posthog_created_when_enabled(self):
"""Posthog() should be instantiated when MEM0_TELEMETRY=True."""
with patch.object(telemetry_module, "MEM0_TELEMETRY", True):
with patch("mem0.memory.telemetry.Posthog") as mock_posthog:
with patch("mem0.memory.telemetry.get_or_create_user_id", return_value="test-user"):
at = telemetry_module.AnonymousTelemetry()
mock_posthog.assert_called_once()
assert at.posthog is not None
assert at.user_id == "test-user"
def test_capture_event_sends_when_enabled(self):
"""capture_event() should create AnonymousTelemetry and call capture when enabled."""
with patch.object(telemetry_module, "MEM0_TELEMETRY", True):
with patch("mem0.memory.telemetry.AnonymousTelemetry") as mock_cls:
mock_at = MagicMock()
mock_cls.return_value = mock_at
mock_memory = MagicMock()
mock_memory.config.graph_store.config = None
mock_memory.api_version = "v1"
telemetry_module.capture_event("test.event", mock_memory)
mock_at.capture_event.assert_called_once()
def test_capture_client_event_sends_when_enabled(self):
"""capture_client_event() should call client_telemetry.capture_event when enabled."""
with patch.object(telemetry_module, "MEM0_TELEMETRY", True):
mock_client_telemetry = MagicMock()
with patch.object(telemetry_module, "client_telemetry", mock_client_telemetry):
mock_instance = MagicMock()
mock_instance.user_email = "test@example.com"
telemetry_module.capture_client_event("test.event", mock_instance)
mock_client_telemetry.capture_event.assert_called_once()
def test_telemetry_enabled():
with patch.dict(os.environ, {"MEM0_TELEMETRY": "true"}):
assert use_telemetry() is True
class TestTelemetryEnvVar:
"""Verify the MEM0_TELEMETRY env var parsing logic."""
def test_telemetry_disabled():
with patch.dict(os.environ, {"MEM0_TELEMETRY": "false"}):
assert use_telemetry() is False
def test_telemetry_default_enabled():
assert use_telemetry() is True
@pytest.mark.parametrize(
"value,expected",
[
("true", True),
("True", True),
("TRUE", True),
("1", True),
("yes", True),
("false", False),
("False", False),
("0", False),
("no", False),
("anything_else", False),
],
)
def test_env_var_parsing(self, value, expected):
result = value.lower() in ("true", "1", "yes")
assert result == expected