docs: make example code fences copy-safe (#5833)
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@@ -445,4 +445,3 @@ By integrating ElevenLabs Conversational AI with Mem0, you can create voice agen
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Create voice-first AI applications
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</Card>
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</CardGroup>
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@@ -62,7 +62,8 @@ def add(
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filters: dict = None,
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output_format: str = None, # ❌ REMOVED
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version: str = None # ❌ REMOVED
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) -> Union[List[dict], dict]
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) -> Union[List[dict], dict]:
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...
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```
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#### v1.0.0 Signature
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@@ -76,7 +77,8 @@ def add(
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metadata: dict = None,
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filters: dict = None,
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infer: bool = True # ✅ NEW: Control memory inference
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) -> dict # Always returns dict with "results" key
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) -> dict: # Always returns dict with "results" key
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...
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```
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#### Changes Summary
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@@ -147,7 +149,8 @@ def search(
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filters: dict = None, # Basic key-value only
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output_format: str = None, # ❌ REMOVED
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version: str = None # ❌ REMOVED
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) -> Union[List[dict], dict]
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) -> Union[List[dict], dict]:
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...
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```
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#### v1.0.0 Signature
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@@ -161,7 +164,8 @@ def search(
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limit: int = 100,
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filters: dict = None, # ✅ ENHANCED: Advanced operators
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rerank: bool = True # ✅ NEW: Reranking support
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) -> dict # Always returns dict with "results" key
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) -> dict: # Always returns dict with "results" key
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...
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```
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#### Enhanced Filtering
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@@ -216,7 +220,8 @@ def get_all(
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filters: dict = None,
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output_format: str = None, # ❌ REMOVED
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version: str = None # ❌ REMOVED
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) -> Union[List[dict], dict]
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) -> Union[List[dict], dict]:
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...
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```
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#### v1.0.0 Signature
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@@ -227,7 +232,8 @@ def get_all(
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agent_id: str = None,
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run_id: str = None,
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filters: dict = None # ✅ ENHANCED: Advanced operators
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) -> dict # Always returns dict with "results" key
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) -> dict: # Always returns dict with "results" key
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...
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```
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### update() Method
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@@ -239,7 +245,8 @@ def update(
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self,
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memory_id: str,
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data: str
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) -> dict
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) -> dict:
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...
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```
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### delete() Method
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@@ -250,7 +257,8 @@ def update(
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def delete(
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self,
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memory_id: str
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) -> dict
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) -> dict:
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...
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```
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### delete_all() Method
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@@ -344,7 +352,7 @@ config = {
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### New Configuration Options
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#### Reranker Configuration
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```python
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```text
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# Cohere reranker
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"reranker": {
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"provider": "cohere",
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@@ -117,7 +117,7 @@ results_without_criteria = client.search(
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### Compare Results
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### Search Results (with Criteria)
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```python
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```text
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[
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{"memory": "User feels refreshed and ready to take on anything on a beautiful sunny day", "score": 0.666, ...},
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{"memory": "User finally has time to draw something after a long time", "score": 0.616, ...},
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@@ -128,7 +128,7 @@ results_without_criteria = client.search(
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```
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### Search Results (without Criteria)
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```python
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```text
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[
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{"memory": "User is happy today", "score": 0.607, ...},
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{"memory": "User feels refreshed and ready to take on anything on a beautiful sunny day", "score": 0.512, ...},
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@@ -190,7 +190,7 @@ messages = [
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client.add(messages, user_id='alice')
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```
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```python Memories with categories
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```text Memories with categories
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# Following categories will be created for the memories added
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Sometimes draws and sketches in free time (hobbies)
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Is quite athletic (sports)
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@@ -108,10 +108,10 @@ print(response)
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```javascript JavaScript
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// Basic Export request
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const filters = {"user_id": "alice"};
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const basicFilters = {"user_id": "alice"};
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const response = await client.createMemoryExport({
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schema: json_schema,
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filters: filters
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filters: basicFilters
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});
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// Export with custom instructions and additional filters
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@@ -124,16 +124,16 @@ const export_instructions = `
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`;
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// For create operation, using only user_id filter as requested
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const filters = {
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const exportFilters = {
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"AND": [
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{"user_id": "alex"},
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{"created_at": {"gte": "2024-01-01"}}
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]
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}
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};
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const responseWithInstructions = await client.createMemoryExport({
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schema: json_schema,
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filters: filters,
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filters: exportFilters,
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exportInstructions: export_instructions
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});
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