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Fix memory_save and agent_remember: write observation when sessionId provided to link memory to session

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feat: implement memory_antigravity_sync natively in Python

Allow dynamic AGENTMEMORY_URL and AGENTMEMORY_SECRET in stdio MCP wrapper

feat: connect CLI reads AGENTMEMORY_URL and SECRET from env

feat: add Python plugin system, multi-agent connect CLI, and MCP tool expansions

docs: rewrite all MD files for Python project + fix graph node colors

feat: rewrite graph tab to show project folders as nodes

feat: add folder filter dropdown to memories tab

fix: auto-complete dangling active sessions on new session start

fix: resolve semantic and procedural memory dashboard display issue

refactor: filter sessions by full project folder paths and support Uncategorized category

feat: rename sessions using agent summary title, display narrative summary, and add folder-wise filter to sessions tab

feat: implement memory consolidation, session summarization, and fix StateKV list/get KeyError

refactor: remove DOLT_AUTO_COMMIT guard from commit_if_enabled

feat: migrate from Dolt/MySQL to SQLite for faster boot and sync

fix: use upload_folder for backup (prevents 429 rate limits) and auto-create second-brain dir

fix: auto-inject AGENTMEMORY_SECRET into viewer so dashboard authenticates without manual token entry

fix: use correct dataset repo (agentmemory-python-data) and fix second-brain default path for Linux

Clean up legacy TS/Node files, fix Dolt backup path sync bug, and update CSP connect-src header

Update CSP frame-ancestors to allow Hugging Face iframe embedding

Allow serving viewer HTML without auth header, facilitating client-side token prompt

Initialize Hugging Face Space deployment for AgentMemory Python (clean without assets)