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    "excerpt": "A container tag is a hard boundary — its own namespace. Memories in one tag are never returned by a search scoped to another tag.",
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    "excerpt": "npx supermemory setup # detect project, launch/print integration flow",
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    "excerpt": "only unique content we ingest is billed; repeats cost nothing (100% prompt-cache discount, baked in).",
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    "url": "https://supermemory.ai/docs/concepts/user-profiles.md",
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    "url": "https://supermemory.ai/docs/self-hosting/overview.md",
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    "excerpt": "Google Drive, Notion & OneDrive connectors",
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    "url": "https://supermemory.ai/docs/memorybench/overview.md",
    "excerpt": "you can run it yourself, against your own memory implementation, on the datasets that match your use case",
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    "url": "https://supermemory.ai/docs/quickstart.md",
    "excerpt": "Retrieve three ways — document search (RAG), memory graph traversal, and user profile",
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    "id": "supermemory-docs-24",
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    "url": "https://supermemory.ai/docs/concepts/how-it-works.md",
    "excerpt": "await client.add({ content: \"The user loves Paris.\", containerTag: \"user_123\" });",
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    "url": "https://supermemory.ai/docs/api-reference/overview.md",
    "excerpt": "Official clients wrap this API: TypeScript: npm install supermemory Python: pip install supermemory",
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    "url": "https://supermemory.ai/docs/concepts/graph-memory.md",
    "excerpt": "const results = await client.search({ q: \"where does Alex work?\", containerTag: \"user_123\", include: { relatedMemories: true }, });",
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    "url": "https://supermemory.ai/docs/recall/search.md",
    "excerpt": "Use searchMode: \"hybrid\" for best results. It searches both memories and document chunks, returning the most relevant content.",
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    "url": "https://supermemory.ai/docs/recall/memory-operations.md",
    "excerpt": "isStatic: true for permanent identity traits (name, hometown). Defaults to false",
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    "id": "supermemory-docs-30",
    "tier": "claimed-docs",
    "url": "https://supermemory.ai/docs/ingestion/add-memories.md",
    "excerpt": "Use customId to update existing documents or conversations. When you send content with the same customId, Supermemory intelligently processes only what's new.",
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    "url": "https://supermemory.ai/docs/self-hosting/overview.md",
    "excerpt": "No Docker. No database to provision. No config files. It boots in seconds with everything built in",
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    "tier": "github",
    "url": "https://github.com/supermemoryai/supermemory",
    "excerpt": "Multi-modal Extractors | PDFs, images (OCR), videos (transcription), code (AST-aware chunking). Upload and it works.",
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    "url": "https://supermemory.ai",
    "excerpt": "Get a personal supermemory",
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    "url": "https://supermemory.ai/docs/concepts/user-profiles.md",
    "excerpt": "No search needed — comprehensive user info always ready Profiles update as users interact with your system",
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    "url": "https://supermemory.ai/docs/overview/security.md",
    "excerpt": "Scope each end-user (or tenant) to a container tag. 2. When the user requests deletion, delete that container's content via the API / console workf",
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    "url": "https://supermemory.ai/docs/supermemory-mcp/mcp.md",
    "excerpt": "A space keeps a team's documents, memories, and profile context focused, so AI retrieves the right knowledge without mixing unrelated work.",
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    "id": "supermemory-docs-37",
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    "url": "https://supermemory.ai/docs/concepts/graph-memory.md",
    "excerpt": "await client.add({ content: \"Alex mentioned he just started at Stripe\", containerTag: \"user_123\" });",
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    "id": "supermemory-docs-38",
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    "url": "https://supermemory.ai/docs/concepts/container-tags.md",
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    "id": "supermemory-docs-39",
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    "url": "https://supermemory.ai/docs/concepts/filtering.md",
    "excerpt": "Metadata Filtering ... Query memories by custom properties like category, status, or date",
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    "url": "https://supermemory.ai/docs/connectors/overview.md",
    "excerpt": "Connect external platforms to automatically sync documents into supermemory. Supported connectors include Google Drive, Gmail, Notion, OneDrive, GitHub, Granola and Web Crawler",
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    "url": "https://supermemory.ai/docs/concepts/customization.md",
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    "id": "supermemory-docs-48",
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    "url": "https://supermemory.ai/docs/overview/comparison.md",
    "excerpt": "No temporal truth (\"loved Adidas\" then \"switched to Puma\", both stay equally \"relevant\")",
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    "id": "supermemory-docs-49",
    "tier": "claimed-docs",
    "url": "https://supermemory.ai/docs/user-profiles/buckets.md",
    "excerpt": "Buckets are custom topical categories for a profile ... group them by subject (e.g. preferences, goals, work).",
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    "url": "https://supermemory.ai/docs/overview/comparison.md",
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    "url": "https://supermemory.ai/pricing.md",
    "excerpt": "SOC 2 · HIPAA BAA · self-hosted option",
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    "id": "supermemory-docs-53",
    "tier": "claimed-docs",
    "url": "https://supermemory.ai/docs/ingestion/add-memories.md",
    "excerpt": "pass `taskType: \"superrag\"` if you just need it searchable, not remembered — that's 5x cheaper per token.",
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  },
  {
    "id": "supermemory-comm-1",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41030219",
    "excerpt": "It's a shame it is unable to store large content from links. I tried it with a tutorial link so that I could eventually master the Nix language but got an error saying it was too large of a content. What's the point of storing short content which I can easily remember myself.",
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  },
  {
    "id": "supermemory-comm-2",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=41030219",
    "excerpt": "refuse to use a service that only supports oauth signin.",
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    "id": "supermemory-comm-3",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/41030219",
    "excerpt": "It's a shame it is unable to store large content from links. I tried it with this link so that I could eventually master the Nix language but got an error saying it was too large of a content. What's the point of storing short content which I can easily remember myself.",
    "fetchedAt": "2026-09-05T00:40:29.463Z"
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  {
    "id": "supermemory-comm-4",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/41030219",
    "excerpt": "refuse to use a service that only supports oauth signin.",
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  },
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    "id": "supermemory-probe-1",
    "tier": "probe",
    "url": "https://docs.supermemory.ai/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://docs.supermemory.ai/llms.txt # supermemory | Memory API for the AI era\n\n- [Introduction](https://supermemory.ai/docs/index.md): Context infrastructur",
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  },
  {
    "id": "supermemory-probe-2",
    "tier": "probe",
    "url": "https://docs.supermemory.ai/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://docs.supermemory.ai/openapi.json, https://docs.supermemory.ai/swagger.json, https://docs.supermemory.ai/api/openapi.json, https://docs.supermemory.ai/.well-known/openapi.json)",
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    "id": "supermemory-probe-3",
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    "url": "https://supermemory.ai/docs/supermemory-mcp/mcp",
    "excerpt": "official MCP server documented at https://supermemory.ai/docs/supermemory-mcp/mcp",
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]