The reprogramming of tumor-associated macrophages (TAMs) has emerged as an efficient strategy for immunotherapy. However, most of the approaches did not allow the in situ reprogramming of TAM because their low efficiency, non-specificity, or potential side effects. Herein, we produced exosomes with the clustered regularly interspaced short palindromic repeats interference (CRISPRi) internally engineered and the TAM specific peptide externally engineered onto the exosome membrane. The internally and externally engineered exosomes (IEEE, also named as I3E) allowed the selective homing to tumor tissue and targeted to M2-like TAMs, which nearly repressed the expression of PI-3 kinase gamma (PI3Kγ) completely, and induced the TAMs polarizing to M1 both in vitro and in vivo. The polarized M1 macrophages awakened the "hot" tumor-immunity, causing the increase of T lymphocyte infiltration and the decrease of myeloid-derived suppressor cells, and inhibiting the tumor growth significantly. I3E reprogramed TAMs in situ precisely and efficiently.