(EAI-984): Update chatbot preprocessors to use GPT-4.1-nano + guardrail false positive fix #684
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nlarew
reviewed
Apr 29, 2025
| @@ -37,8 +37,7 @@ const name = "extract_mongodb_metadata"; | |||
| const description = "Extract MongoDB-related metadata from a user message"; | |||
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| const systemPrompt = `You are an expert data labeler employed by MongoDB. | |||
| You must label metadata about the user query based on its context in the conversation. | |||
| Your pay is determined by the accuracy of your labels as judged against other expert labelers, so do excellent work to maximize your earnings to support your family.`; | |||
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Heh did we decide this doesn't help?
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the evals determined that 😄
nlarew
reviewed
Apr 29, 2025
| ), | ||
| type: z.enum(["irrelevant", "inappropriate", "valid", "unknown"]), |
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Nice love the enum approach
nlarew
approved these changes
Apr 30, 2025
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Jira: https://jira.mongodb.org/browse/EAI-984
Changes
Notes
Per these changes, preprocessing should be approx 5x cheaper and somewhere in 10-50% faster
TODO: waiting on getting prod access to GPT-4.1-nano. Once have, will need to make some code changes