I'm not sure what to make of that that statement; however there are many Gemaros and Midrashim which talk about the great importance of learning Aggadeta.
The Sifre (Ekev), talks about how Aggadah brings to recognition of G-d; Avos Derebi Nassan (1,29) declares that "anyone who doesn't know Midrash, hasn't "Tasted" fear of G-d; and the Gemara in Bava Kama (60B) records a fascinating story which indicates that Halacha and Aggadah are equally important faucets of Torah.
Furthermore, the Talmud Yerushalmi (Meggilah, 4,1) states that Aggadah stems from Sinai.
Even if the Talmud Yerushalmi you mentioned before is to be taken literally, it seems to be a Shitas Yochid; rejected by all the other Tannaim and Ammoraim who stress the importance of learning Aggadatah.
I recall that Rav Hirsch in his essay about Aggadata (somewhere in his selected writings), addresses this Talmud Yerushalmi, but i forgot how he explains it.