Added improved docs index and overview pages and quickstart (#3603)
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title: Advanced Retrieval
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icon: "magnifying-glass"
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iconType: "solid"
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description: "Advanced memory search with keyword expansion, intelligent reranking, and precision filtering"
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title: Async Client
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description: 'Asynchronous client for Mem0'
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icon: "bolt"
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iconType: "solid"
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---
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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.
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title: Async Mode Default Change
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description: 'Important update to Memory Addition API behavior'
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icon: "clock-rotate-left"
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iconType: "solid"
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<Note type="warning">
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title: Contextual Memory Creation
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icon: "square-plus"
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iconType: "solid"
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description: "Add messages with automatic context management - no manual history tracking required"
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title: Criteria Retrieval
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icon: "magnifying-glass-plus"
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iconType: "solid"
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---
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Mem0's Criteria Retrieval feature allows you to retrieve memories based on your defined criteria. It goes beyond generic semantic relevance and ranks memories based on what matters to your application: emotional tone, intent, behavioral signals, or other custom traits.
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title: Custom Categories
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description: 'Enhance your product experience by adding custom categories tailored to your needs'
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icon: "tags"
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iconType: "solid"
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## How to Set Custom Categories
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title: Custom Instructions
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description: 'Control how Mem0 extracts and stores memories using natural language guidelines'
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icon: "pencil"
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iconType: "solid"
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---
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## What are Custom Instructions?
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title: Direct Import
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description: 'Bypass the memory deduction phase and directly store pre-defined memories for efficient retrieval'
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icon: "arrow-right"
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iconType: "solid"
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## How to Use Direct Import
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title: Expiration Date
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description: 'Set time-bound memories in Mem0 with automatic expiration dates to manage temporal information effectively.'
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icon: "clock"
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iconType: "solid"
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---
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## Benefits of Memory Expiration
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title: Feedback Mechanism
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icon: "thumbs-up"
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iconType: "solid"
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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.
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title: Graph Memory
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icon: "circle-nodes"
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iconType: "solid"
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description: "Enable graph-based memory retrieval for more contextually relevant results"
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title: Group Chat
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description: 'Enable multi-participant conversations with automatic memory attribution to individual speakers'
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icon: "users"
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iconType: "solid"
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<Snippet file="paper-release.mdx" />
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title: Memory Export
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description: 'Export memories in a structured format using customizable Pydantic schemas'
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icon: "file-export"
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iconType: "solid"
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---
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## Overview
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title: Multimodal Support
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description: Integrate images and documents into your interactions with Mem0
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icon: "image"
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iconType: "solid"
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---
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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: Overview
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icon: "info"
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iconType: "solid"
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---
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Learn about the key features and capabilities that make Mem0 a powerful platform for memory management and retrieval.
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title: Memory Timestamps
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description: 'Add timestamps to your memories to maintain chronological accuracy and historical context'
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icon: "clock"
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iconType: "solid"
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## Overview
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title: Memory Filters v2
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icon: "filter"
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iconType: "solid"
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description: This guide covers the filtering system for retrieving and searching memories. You can filter by user sessions, agents, applications, content categories, and time ranges.
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---
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---
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title: Webhooks
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description: 'Configure and manage webhooks to receive real-time notifications about memory events'
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icon: "webhook"
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iconType: "solid"
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---
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## Overview
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