docs: improve SEO metadata across docs pages

2026-08-01 01:30:05 +00:00
parent d06ea1875c
commit 26520d4808
218 changed files with 201 additions and 232 deletions
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 title: Advanced Retrieval
-description: "Advanced memory search with intelligent reranking for precise results"
+description: "Improve memory search precision on the Mem0 Platform with intelligent reranking, keyword search, and filter combinations that surface the best results."
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 ## What is Advanced Retrieval?
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 ---
 title: Async Client
-description: "Use the AsyncMemoryClient for non-blocking memory operations in high-concurrency Python applications."
+description: "Use the AsyncMemoryClient to run non-blocking add, search, and delete memory operations in high-concurrency Python and asyncio applications."
 ---

 The `AsyncMemoryClient` is an asynchronous client for interacting with the Mem0 API. It provides similar functionality to the synchronous `MemoryClient` but allows for non-blocking operations, which can be beneficial in applications that require high concurrency.
@@ -1,6 +1,6 @@
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 title: Custom Instructions
-description: 'Control how Mem0 extracts and stores memories using natural language guidelines'
+description: 'Guide Mem0 Platform memory extraction with natural language project-level instructions that decide what conversation details to store or ignore.'
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 ## What are Custom Instructions?
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 title: Direct Import
-description: 'Bypass the memory deduction phase and directly store pre-defined memories for efficient retrieval'
+description: 'Skip the memory inference step and store pre-defined memories directly using the infer parameter for fast bulk ingestion and predictable retrieval.'
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 ## How to Use Direct Import
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 title: Entity-Scoped Memory
-description: Scope conversations by user, agent, app, and session so memories land exactly where they belong.
+description: Scope memories by user_id, agent_id, app_id, and run_id so you can separate data across users, agents, and sessions with clean audit trails.
 ---

 Mem0's Platform API lets you separate memories for different users, agents, and apps. By tagging each write and query with the right identifiers, you can prevent data from mixing between them, maintain clear audit trails, and control data retention.
@@ -1,6 +1,6 @@
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 title: Feedback Mechanism
-description: "Provide positive or negative feedback on generated memories to continuously improve accuracy and search results."
+description: "Send positive, negative, or neutral feedback on generated memories through the Mem0 API to continuously refine extraction accuracy and search quality."
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 Mem0's Feedback Mechanism allows you to provide feedback on the memories generated by your application. This feedback is used to improve the accuracy of the memories and search results.
@@ -1,6 +1,6 @@
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 title: Group Chat
-description: 'Enable multi-participant conversations and scope each speaker with user_id or agent_id'
+description: 'Store multi-participant conversations in Mem0 and attribute each turn to the right user_id or agent_id for team meetings and multi-agent workflows.'
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 ## Overview
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 title: Memory Decay
-description: "Boost recently-used memories and gently dampen stale ones at search time, without filtering anything out."
+description: "Boost recently accessed memories and gently dampen stale ones at search time with Mem0 memory decay, keeping every memory available for future queries."
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 # Memory Decay
@@ -1,6 +1,6 @@
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 title: Memory Export
-description: 'Export memories in a structured format using customizable Pydantic schemas'
+description: 'Export Mem0 memories into structured JSON using customizable Pydantic schemas, with filters to narrow exports by user, agent, session, or metadata.'
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 ## Overview
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 title: Multimodal Support
-description: Integrate images and documents into your interactions with Mem0
+description: Add images, PDFs, and other documents alongside text on the Mem0 Platform so agents can extract and recall insights from mixed visual content.
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 Mem0 extends its capabilities beyond text by supporting multimodal data, including images and documents. With this feature, users can seamlessly integrate visual and document content into their interactions, allowing Mem0 to extract relevant information from various media types and enrich the memory system.
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 title: Memory Timestamps
-description: 'Add timestamps to your memories to maintain chronological accuracy and historical context'
+description: 'Attach custom timestamps to Mem0 memories so you can import historical data, preserve accurate chronological ordering, and query by time ranges.'
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 ## Overview
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 title: Memory Filters
-description: Query and retrieve memories with powerful filtering capabilities. Filter by users, agents, content, time ranges, and more.
+description: Query Mem0 memories with the v2 filter syntax to combine users, agents, categories, and time ranges using logical operators for precise retrieval.
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 > Memory filters provide a flexible way to query and retrieve specific memories from your memory store. You can filter by users, agents, content categories, time ranges, and combine multiple conditions using logical operators.
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 title: Webhooks
-description: 'Configure and manage webhooks to receive real-time notifications about memory events'
+description: 'Configure project-level webhooks in Mem0 to receive real-time HTTP notifications when memories are added, updated, or deleted in your workspace.'
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 ## Overview