Crews attended the incident in Burghley Drive at a row of shops, including several takeaways.
A spokesman for Northants Fire & Rescue Service said: “We are currently in attendance at a fire in Burghley Drive, Corby.
"Four pumps and one aerial appliance are on the scene."
The road is closed and members of the public are advised to avoid the area for the time being.
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