chore(catalog): merge-side review chores for qdrant-memory (sweep 1011)
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name: qdrant-memory
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repo: https://github.com/cnkang/hermes-plugin-qdrant-memory
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sha: 5ec9cac094e5e9dc80e1cd25b241bcec44019d5b
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description: "Durable native memory for Hermes with LLM fact extraction. Conversations are distilled by the Hermes-configured LLM into searchable memories — facts, preferences and decisions with deduplication and importance — instead of storing turns verbatim, and are kept in Qdrant (embedded, self-hosted Server, or Qdrant Cloud) with configurable embeddings (default: local Ollama qwen3-embedding:4b at 2560 dimensions). The plugin registers a native MemoryProvider plus four scoped tools: qdrant_memory_search, qdrant_memory_add, qdrant_memory_update and qdrant_memory_delete. A SQLite WAL admission ledger makes every write idempotent and replayable across restarts with fail-closed recovery; scoped inventory, portable export and scope-aware deletion (list/export/delete-all with explicit single-agent vs all-agents semantics) ship in the same CLI, and `migrate mem0` imports existing Mem0 exports with resumable, verifiable runs. Disclosure — memory text is stored in the configured Qdrant store, and embedding vectors go to the configured embedding service (default local Ollama; a remote service can be configured). Disclosure — extraction sends conversation text to the LLM configured in Hermes, which may be a remote provider; a fully local setup is possible with embedded Qdrant plus a local model, and a remote LLM otherwise. Disclosure — configuration lives in the Hermes config (memory.provider); state lives under <HERMES_HOME>/qdrant-memory/ (embedded store data, SQLite WAL ledger and lock files). Disclosure — single-writer design: embedded mode takes an ownership lock, and Server/Cloud deployments expect one active writer per scope. Disclosure — deletion removes records and fences pending operations, but is not a forensic secure erase."
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description: "Durable native memory for Hermes with LLM fact extraction. Conversations are distilled by the Hermes-configured LLM into searchable memories — facts, preferences and decisions with deduplication and importance — instead of storing turns verbatim, and are kept in Qdrant (embedded, self-hosted Server, or Qdrant Cloud) with configurable embeddings (default: local Ollama qwen3-embedding:4b at 2560 dimensions). The plugin registers a native MemoryProvider plus four scoped tools: qdrant_memory_search, qdrant_memory_add, qdrant_memory_update and qdrant_memory_delete. A SQLite WAL admission ledger makes every write idempotent and replayable across restarts with fail-closed recovery; scoped inventory, portable export and scope-aware deletion (list/export/delete-all with explicit single-agent vs all-agents semantics) ship in the same CLI, and `migrate mem0` imports existing Mem0 exports with resumable, verifiable runs. Disclosure — memory text is stored in the configured Qdrant store (embedded files under <HERMES_HOME>/qdrant-memory/qdrant by default, or the Server/Cloud URL you set), and memory text plus each turn's recall query are sent as plain text to the configured embedding endpoint (default local Ollama at http://127.0.0.1:11434; an OpenAI-compatible remote endpoint can be configured, and keyed endpoints must use HTTPS). Disclosure — after each primary-agent turn, at session end and before context compression, conversation text goes to the LLM configured in Hermes through the Hermes plugin LLM facade (a provider/model override needs the plugin's Hermes trust grant) to extract facts and to compare near-duplicate memories; that LLM may be a remote provider. Disclosure — the provider is selected with memory.provider: qdrant-memory; its settings live in <HERMES_HOME>/qdrant-memory.json (0600, secrets stripped on save). QDRANT_URL, QDRANT_API_KEY and EMBEDDING_API_KEY are read through the Hermes secret scope, but an api_key written by hand into qdrant-memory.json takes precedence, and `migrate mem0` reads the source Qdrant endpoint and any api_key from <HERMES_HOME>/mem0.json or --source-config. Disclosure — state lives under <HERMES_HOME>/qdrant-memory/ (embedded store, SQLite WAL ledger, lock files); the ledger holds raw turn text and pre-compression transcripts until they are processed, and failed items until retried, then scrubs the bodies. Disclosure — single-writer design: a local ownership lock excludes a second writer to the same profile destination, and Server/Cloud deployments expect one active writer per scope. Disclosure — deletion removes records and fences pending operations, but is not a forensic secure erase (SQLite WAL pages and backups may retain content)."
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maintainer: cnkang
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tier: community
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category: memory
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requires_hermes: ">=0.21.5"
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version: "0.1.0"
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docs_url: https://github.com/cnkang/hermes-plugin-qdrant-memory#readme
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readme: true
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known_issues:
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