docs: strip spec-provided descriptions and rewrite 9 short/long descriptions
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title: "Preview Dream Scope"
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description: "A no-write preview of the scope Dream synthesis would analyze for a project."
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openapi: "post /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/preview/"
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title: "Get Dream Activity"
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description: "Supersede/merge activity feed for a project, newest first (keyset-paginated)."
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openapi: "get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/activity/"
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title: "Get Dream Configuration"
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description: "Retrieve a project's Dream (memory synthesis) configuration and plan entitlements."
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openapi: "get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/config/"
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title: "Get a Synthesized Memory's Sources"
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description: "The source memories a synthesized (pattern) memory was distilled from."
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openapi: "get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/memory/{memory_id}/sources/"
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title: "Get Memories in a Dream Run"
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description: "Keyset page of the synthesized memories within a single synthesis run."
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openapi: "get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/runs/{run_id}/memories/"
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title: "Get Dream Synthesis Runs"
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description: "Synthesis activity grouped per run, newest first (keyset-paginated)."
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openapi: "get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/runs/"
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title: "Get Dream Stats"
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description: "Lifecycle and synthesis counts for a project, plus reflection freshness."
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openapi: "get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/stats/"
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title: "Update Dream Configuration"
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description: "Enable or disable Synthesis (reflection) for a project, or change the reflection mode."
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openapi: "patch /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/config/"
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title: "Delete Memory API Endpoint"
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sidebarTitle: "Delete Memory"
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description: "Delete a single memory by its unique memory ID from the Mem0 platform using the DELETE endpoint."
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openapi: delete /v1/memories/{memory_id}/
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title: "Update Memory API Endpoint"
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sidebarTitle: "Update Memory"
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description: "Update the content, metadata, timestamp, or expiration date of a single memory by its unique ID using the PUT endpoint."
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openapi: put /v1/memories/{memory_id}/
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title: "Add Organization Member API Endpoint"
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sidebarTitle: "Add Member"
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description: "Add a new member to an organization with a specified role such as READER or OWNER access level."
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openapi: post /api/v1/orgs/organizations/{org_id}/members/
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title: "Get Organization Members API Endpoint"
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sidebarTitle: "Get Members"
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description: "Retrieve a list of all members belonging to a specific organization on the Mem0 platform."
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openapi: get /api/v1/orgs/organizations/{org_id}/members/
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title: "Add Project Member API Endpoint"
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sidebarTitle: "Add Member"
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description: "Add a new member to a project with a specified role such as READER or OWNER access level."
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openapi: post /api/v1/orgs/organizations/{org_id}/projects/{project_id}/members/
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title: "Get Project Members API Endpoint"
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sidebarTitle: "Get Members"
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description: "Retrieve a list of all members belonging to a specific project on the Mem0 platform."
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openapi: get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/members/
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---
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title: "Reranker Providers Overview"
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sidebarTitle: "Overview"
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description: 'Pick the right reranker path to boost Mem0 search relevance.'
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description: "Compare Mem0 reranker providers (Cohere, Hugging Face, Sentence Transformers, LLM reranker, Zero Entropy) and boost vector search relevance."
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---
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Mem0 rerankers rescore vector search hits so your agents surface the most relevant memories. Use this hub to decide when reranking helps, configure a provider, and fine-tune performance.
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title: "Update Memory Operation"
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sidebarTitle: "Update Memory"
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description: Modify an existing memory by updating its content or metadata.
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description: "Update a Mem0 memory by memory_id to change text, refresh metadata, or run a batch_update without deleting and re-adding the record."
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icon: "pen-to-square"
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iconType: "solid"
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---
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title: Hermes Agent
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description: "Add long-term memory to Hermes agents with Mem0: managed Platform, a self-hosted server, or fully local OSS — with current-turn recall and background fact extraction."
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description: "Add long-term memory to Nous Research's Hermes agent CLI with Mem0 in Platform, self-hosted server, or OSS mode plus background fact extraction."
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Add long-term memory to [Hermes Agent](https://github.com/NousResearch/hermes-agent), a self-improving AI agent CLI by Nous Research. Hermes has a pluggable memory system, and Mem0 is one of the supported providers. Once enabled, Mem0 learns facts from your conversations and surfaces relevant ones for the current question, without slowing down the chat.
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title: "Open Source Multimodal Support"
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sidebarTitle: "Multimodal Support"
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description: Capture and recall memories from both text and images.
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description: "Add images alongside text with Mem0 open source: extract facts from screenshots, receipts, or photos via URL or base64 in Python and JavaScript SDKs."
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icon: "image"
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title: "Open Source Features Overview"
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sidebarTitle: "Overview"
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description: "Self-hosting features that extend Mem0 beyond basic memory storage"
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description: "Explore Mem0 open source features: async memory operations, multimodal inputs, metadata filtering, reranker-based search, and custom instructions."
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icon: "list"
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title: "Open Source Overview"
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sidebarTitle: "Overview"
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description: "Self-host Mem0 with full control over your infrastructure and data"
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description: "Run Mem0 open source as a Python or Node.js library, or as a self-hosted Docker server with dashboard, API keys, and request audit logs."
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icon: "house"
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---
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title: "CLI for Terminal Memory Management"
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sidebarTitle: "CLI"
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description: "Manage memories from your terminal, for both humans and AI agents."
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description: "Add, search, list, update, and delete Mem0 memories from your terminal with the npm and pip CLI, including an --agent flag for JSON output."
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icon: "terminal"
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iconType: "solid"
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title: "Platform Multimodal Support"
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sidebarTitle: "Multimodal Support"
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description: Integrate images and documents into your interactions with Mem0
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description: "Send image_url, pdf_url, txt_url, and mdx_url content to the Mem0 Platform so agents can extract facts from images and documents into memory."
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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: "Platform Overview"
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sidebarTitle: "Overview"
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description: "Managed memory layer for AI agents, production-ready in minutes"
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description: "Mem0 Platform is the managed memory layer for AI agents: persistent user memory, hosted vector store and rerankers, audit logs, and workspace governance."
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icon: "cloud"
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---
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