Should i stop talking to her?

Ok i know I posted a similiar post before but I need some further advice because im not sure on what to do. So heres the case. I talked to this girl for 2 months. She really likes me told me im unlike any other guy she ever met before. We dated a few times, made out twice, and things were going great. Shes a really sweet and honest person and I know she wasnt talking to anyone else (since we met on an online dating site) She said at one point she can see us going out and being BF and GF. she saids she loves talking to me and our convos dont ever get boring. Now this is what I dont understand. Last night she got all weird and wasnt talking to me much. I kept asking is everything ok? she kept saying yes im fine and then out of no where said look i really like you and love talking to you but I only want to be friends. she said she didnt want to drag it along and lead me on. I do respect her for that. She also said she doesnt want to lose me or out of her life. I think she just likes ttalking to me so much that she wants me there as a friend by her side. IF i stop talking to her Is there a chance She will come running back to me and change her mind? I am going to talk to other girls. Im not going to dwell over this. As hard as it is to deal with im going to suck it up. Its just hard to be friends with someone you have strong feelings for. So should I just disappear from her life?