AI Usage & Cost
Token consumption and estimated cost across all AI providers
Total Calls (30d)
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Total Tokens (30d)
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Est. Cost (30d)
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Success Rate
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By Provider / Model
Vendor
Model
Service
Calls
In ✦=cache
Out
Est. Cost
Latency/Eval
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Daily Cost & Tokens (14 days)
Email Data Reconciliation
MongoDB (source of truth) vs Qdrant (vector store) email counts
MongoDB Emails
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Qdrant Unique Emails
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Qdrant Total Points
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Difference
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Emails by Account
| Account | User | MongoDB |
|---|---|---|
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Fact Extractor
Neo4j User Cleanup
Removes all graph data (preferences, known persons, events, facts) for a user
Reset Email Data
Deletes all emails from MongoDB and removes all vectors from Qdrant. This cannot be undone.