benbenlijie

benbenlijie/deep-memory

Local-first persistent memory for AI agents: Chinese-first recall, forgetting-aware ranking, conflict candidates, SDK + CLI.

12 good first / help-wanted issues · Python · last activity Jul 3, 2026

agent-memory ai-agents chinese-nlp hermes-agent llm-memory local-first mcp persistent-memory sqlite
12 Open Issues Need Help Last updated: Jul 3, 2026

Open Issues Need Help

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good first issue type:eval lane:evals p1-core chinese-retrieval
benbenlijie/deep-memory
3

Local-first persistent memory for AI agents: Chinese-first recall, forgetting-aware ranking, conflict candidates, SDK + CLI.

Python
#agent-memory#ai-agents#chinese-nlp#hermes-agent#llm-memory#local-first#mcp#persistent-memory#sqlite
good first issue p2-ecosystem type:docs lane:docs
benbenlijie/deep-memory
3

Local-first persistent memory for AI agents: Chinese-first recall, forgetting-aware ranking, conflict candidates, SDK + CLI.

Python
#agent-memory#ai-agents#chinese-nlp#hermes-agent#llm-memory#local-first#mcp#persistent-memory#sqlite
good first issue p2-ecosystem type:docs lane:docs
benbenlijie/deep-memory
3

Local-first persistent memory for AI agents: Chinese-first recall, forgetting-aware ranking, conflict candidates, SDK + CLI.

Python
#agent-memory#ai-agents#chinese-nlp#hermes-agent#llm-memory#local-first#mcp#persistent-memory#sqlite
good first issue type:adapter lane:adapters p2-ecosystem
benbenlijie/deep-memory
3

Local-first persistent memory for AI agents: Chinese-first recall, forgetting-aware ranking, conflict candidates, SDK + CLI.

Python
#agent-memory#ai-agents#chinese-nlp#hermes-agent#llm-memory#local-first#mcp#persistent-memory#sqlite
good first issue lane:ui p2-ecosystem type:docs
benbenlijie/deep-memory
3

Local-first persistent memory for AI agents: Chinese-first recall, forgetting-aware ranking, conflict candidates, SDK + CLI.

Python
#agent-memory#ai-agents#chinese-nlp#hermes-agent#llm-memory#local-first#mcp#persistent-memory#sqlite
good first issue type:eval lane:evals p1-core
benbenlijie/deep-memory
3

Local-first persistent memory for AI agents: Chinese-first recall, forgetting-aware ranking, conflict candidates, SDK + CLI.

Python
#agent-memory#ai-agents#chinese-nlp#hermes-agent#llm-memory#local-first#mcp#persistent-memory#sqlite
good first issue type:eval lane:evals p1-core privacy-boundary
benbenlijie/deep-memory
3

Local-first persistent memory for AI agents: Chinese-first recall, forgetting-aware ranking, conflict candidates, SDK + CLI.

Python
#agent-memory#ai-agents#chinese-nlp#hermes-agent#llm-memory#local-first#mcp#persistent-memory#sqlite
enhancement good first issue type:eval lane:evals p2-ecosystem
benbenlijie/deep-memory
3

Local-first persistent memory for AI agents: Chinese-first recall, forgetting-aware ranking, conflict candidates, SDK + CLI.

Python
#agent-memory#ai-agents#chinese-nlp#hermes-agent#llm-memory#local-first#mcp#persistent-memory#sqlite
enhancement good first issue type:feature lane:ui p1-core
benbenlijie/deep-memory
3

Local-first persistent memory for AI agents: Chinese-first recall, forgetting-aware ranking, conflict candidates, SDK + CLI.

Python
#agent-memory#ai-agents#chinese-nlp#hermes-agent#llm-memory#local-first#mcp#persistent-memory#sqlite
enhancement good first issue type:feature lane:ui p2-ecosystem
benbenlijie/deep-memory
3

Local-first persistent memory for AI agents: Chinese-first recall, forgetting-aware ranking, conflict candidates, SDK + CLI.

Python
#agent-memory#ai-agents#chinese-nlp#hermes-agent#llm-memory#local-first#mcp#persistent-memory#sqlite
enhancement good first issue type:eval lane:evals p2-ecosystem
benbenlijie/deep-memory
3

Local-first persistent memory for AI agents: Chinese-first recall, forgetting-aware ranking, conflict candidates, SDK + CLI.

Python
#agent-memory#ai-agents#chinese-nlp#hermes-agent#llm-memory#local-first#mcp#persistent-memory#sqlite
enhancement good first issue type:adapter lane:adapters p2-ecosystem
benbenlijie/deep-memory
3

Local-first persistent memory for AI agents: Chinese-first recall, forgetting-aware ranking, conflict candidates, SDK + CLI.

Python
#agent-memory#ai-agents#chinese-nlp#hermes-agent#llm-memory#local-first#mcp#persistent-memory#sqlite