Identify the error in the sentence and select the best correction: The project was implemented in collaboration to the government agency.

1. The project was implemented in collaboration by the government agency.
2. The project was implemented in collaboration with the government agency.
3. The project was implemented in collaboration at the government agency.
4. The project was implemented in collaboration for the government agency.