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Solutions

Production-grade solutions that turn our open-source packages into deployable AI systems for specific business problems. Pick one, follow the DIY tutorial to see how it's done, download the examples and deploy them on your own infrastructure — for free — or tell us which ones you want customized and deployed.

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2 solutions

agnostic-review-response-agent-3
After a rough alignment job, a customer posts a one-star review on Google. The shop owner is too busy turning wrenches to reply promptly, and the negative review festers, scaring away potential customers. When they finally do respond, it's rushed and defensive, making things worse. The shop's online reputation is fragile; a few unanswered complaints can tank their rating. The owner needs a way to generate empathetic, accurate responses that reference the actual work order without sounding robotic.Never leave an angry Google or Yelp review unanswered again with context-aware, on-brand replies.
agnostic-review-response-agent
The general manager or owner of a 1-5 location restaurant spends hours each week manually replying to online reviews. Replies are often delayed, inconsistent in tone, or missed entirely, hurting the restaurant's online reputation. With thin margins and no dedicated marketing staff, this task falls through the cracks.Automatically craft consistent, on-brand replies to Yelp, Google, and TripAdvisor reviews.