Unemployment benefits. (should I qualify???)?

I was hired on to a job in Kansas, March 7 2011. My primary job was to be a "palletizer". I worked being a palletizer for 3 months. There were things I needed to work on but got better in the end. Once I got better, my company told me that I was to cross train to "bagger, sewer" as part of the agreement to be having a title, "bagger, sewer, paletizer". For two weeks I trained being a bagger, sewer and as of today, being the last of those two weeks, they let me go for not being fast enough for the job. My question is do I qualify for Unemploment Insurance if I was willing to take any other job they could make available to me? Basically I feel like since I wasnt right for the other job, which was not my primary, I was let go for not being fast enough or good enough. Thx guys...