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Enhanced Insights with daily summary embeddings

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Bump to 0.5.0. Added daily summary generation job
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Cameron
2026-01-05 09:13:16 -05:00
parent 43b7c2b8ec
commit 11e725c443
18 changed files with 2348 additions and 61 deletions
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migrations/2026-01-04-060000_add_daily_summaries/up.sql Normal file
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-- Daily conversation summaries for improved RAG quality
-- Each row = one day's conversation with a contact, summarized by LLM and embedded
CREATE TABLE daily_conversation_summaries (
id INTEGER PRIMARY KEY NOT NULL,
date TEXT NOT NULL, -- ISO date "2024-08-15"
contact TEXT NOT NULL, -- Contact name
summary TEXT NOT NULL, -- LLM-generated 3-5 sentence summary
message_count INTEGER NOT NULL, -- Number of messages in this day
embedding BLOB NOT NULL, -- 768-dim vector of the summary
created_at BIGINT NOT NULL, -- When this summary was generated
model_version TEXT NOT NULL, -- "nomic-embed-text:v1.5"
UNIQUE(date, contact)
);
-- Indexes for efficient querying
CREATE INDEX idx_daily_summaries_date ON daily_conversation_summaries(date);
CREATE INDEX idx_daily_summaries_contact ON daily_conversation_summaries(contact);
CREATE INDEX idx_daily_summaries_date_contact ON daily_conversation_summaries(date, contact);