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Weave agent personality through subtasks #916

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Currently, the personality of the agent is only included in the final response that it returns to the user. Historically, this was because models were quite bad at navigating the additional context of personality, and there was a bias towards having more control over certain operations (e.g., tool selection, question extraction).

Going forward, it should be more approachable to have prompts included in the sub tasks that Khoj runs in order to response to a given query. Make this possible in this PR. This also sets us up for agent creation becoming available soon.

…t of each subtasks, rather than just the final response

- This is particularly helpful as you would expect the agent to influence certain attributes (e.g., online searches, image generation)
@sabaimran sabaimran added the upgrade New feature or request label Sep 16, 2024
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