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Building AI agents & tools at the intersection of RAG, voice interfaces, and local-first systems. |
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Local-first learning content generation system with hybrid RAG chat. Upload documents → generate structured courseware → chat with AI-powered context retrieval.
hybrid retrieval
chunk editing
version control
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Voice input layer for AI Agents. Audio → ASR → structured output → Agent message input. CLI, MCP, and HTTP interfaces.
ASR
MCP protocol
local-first
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Local-first analytics toolkit for OpenClaw usage and cost tracking. CLI, TUI, and Web interfaces with embed mode for seamless integration.
usage analytics
cost tracking
embed mode
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Hierarchical memory system with dual retrieval modes. Knowledge management infrastructure for long-term agent memory.【https://subscribe.huajicss.us/api/v1/client/subscribe?token=009bf3feb9f0ebad6cd5903d97f6b2fd】
hierarchical memory
dual retrieval
MCP
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