fix(digest): digest title prediction

[quentingrchr]

Fix: Digest's title AI prediction

Description

This pull request addresses some unintended behavior in the digest prediction feature. The following changes have been made:

• Reordered the digest entries from the earliest to the latest before feeding them into the prompt.
• Explicitly set the temperature (to 0.5).
• Added a fallback when the AI can't find a logical sequence.
• Deleted the previously set prediction when deleting a published digest.

Update 🆕

• Retrieve only the latest 5 digest titles. A bug was identified when users attempted to change their titles; the prompt failed to consider the new entries as they were a minority in the prompt. Ex: ["Hi 1, Hi 2,..., Hi 6, New Digest Title #001, New Digest Title #002]. This update not only resolves the bug but also contributes to cost savings by preventing unnecessary retrieval of all digest titles, and unnecessary long prompts 💸
• Extract functionality into a separate function to enable parallel execution.

Link to Issue

Fix #70

Additional Comments

I'm using idk as a "safe word" for an empty response because it seems like GPT didn't want to send me an empty response back.

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Name	Status	Preview	Comments	Updated (UTC)
digestclub	✅ Ready (Inspect)	Visit Preview	💬 Add feedback	Nov 14, 2023 1:39pm