tools.chat_analytics module

Chat-log analytics tools.

Data-science utilities that query the Redis message cache and RediSearch HNSW embedding index to compute channel statistics, user activity profiles, topic clusters, conversation thread analysis, and semantic message search.

All tools use the TOOLS = [...] multi-tool registration pattern and accept ctx: ToolContext for access to Redis and the message cache.