CHICAGO (WLS) -- Federal immigration agents swarmed downtown Chicago on Sunday afternoon, detaining multiple people.

One of those incidents was caught on camera near Millennium Park, where Border Patrol agents appeared to detain a family.

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Border Patrol appeared to detain another man in River North, near LaSalle and Clark.

Border Patrol agents have been patrolling and marching through parts of the city, and one of their boats was seen in the Chicago River around 2 p.m.

Federal agents encountered protesters at times, with some groups chanting, "ICE go home."

Lawmakers and community leaders are holding a press conference on Sunday afternoon to speak out about the federal escalation.

Illinois Gov. JB Pritzker issued a statement on

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