+ iHjK!Rt^RIHt^RIt^RIt^RIt^RIHt^RIH t H t ]P!] 4t ^t]P!R4t]P!R4t0RmtRRltR R ltR R ltR RltRRltRRltRRltR#)aRe-attach user images on turns whose history was rebuilt from the session DB. The DB stores user rows as text (``session_persistence._durable_content``): an image part becomes a ``[screenshot]`` line at its position (``[screenshot detail=low]`` when the caller chose a detail). A turn rebuilt from the DB (every API-server request, ``--resume``, a gateway restart) therefore showed the model that placeholder instead of the photo the user asked about one message earlier. The bytes are not gone: the session-authority attach paths (CLI, the shared-gateway TUI, messaging gateway, API server) commit them under the profile's content-addressed ``native-inputs//`` and name that path in the same row (``[Image attached at: ]``, written by ``image_routing.build_native_content_parts`` / ``session_api_media.restore_api_images``). On the WIRE COPY only, when this turn sends images natively, the ``vision.replay_recent_images`` newest images (default 3, 0 = off) go back as ``image_url`` parts; older ones drop in whole batches of that size (``replay_frontier``), so the cached prefix is rewritten at most once per batch rather than on every new photo. The data URL comes from the same ``_file_to_data_url`` the live turn used, so the rebuilt row is byte-identical to the request that first sent it and the prompt-cache prefix holds. Only retained bytes under this profile's ``native-inputs`` whose digest still matches are replayed; remote URLs (they can expire and 400 every later turn), missing files (the gateway's settled-media sweep collects them after ``MEDIA_CACHE_MAX_AGE_HOURS``) and anything outside the window keep their ``[screenshot]`` text. ) annotationsN)Path)AnyOptionalz0^\[Image attached(?P at)?: (?P.+)\]$z6^\[screenshot(?: detail=(?Plow|high|auto))?\]$c V^8dQhRRRR/#)cfgdictreturnint)formats"7/home/ubuntu/.hermes/hermes-agent/agent/image_replay.py __annotate__r(s   d  s  cLT;'g/PR4p\V\4'dTM/PR\4pVf\#\V\4'd \V\ 4'g V^8dV#\ PRV\4^#)z\``vision.replay_recent_images`` as an int >= 0; an unusable value warns and disables replay.visionreplay_recent_imageszpvision.replay_recent_images=%r is not a non-negative integer (0 = off, default %d); not replaying earlier images)get isinstancer DEFAULT_REPLAY_RECENT_IMAGESr boolloggerwarning)rrraws& rresolve_replay_recent_imagesr(siiR__X &F--62 : :;QSo pC {++#sJsD$9$9cQh  NN2368TV rc V^8dQhRRRR/#)rcontentstrr zOptional[list[tuple[str, Any]]]r )r s"rrr5s(Grc  VPR4p\V4UUu.uF6wr#\PV4;p'gK$W$P R43NK8 pppVUu.uF$p\ PV4;p'gK"VNK& ppV'd\ V4\ V48wdR#.p^p\WV4Fwwr)p W(8d%VPRRPWV434TPRV P R4'dV P R4MRWV,334V^,pK V\ V48d%VPRRPWR434V#uuppiuupi) uA DB-rebuilt user row as its original parts, in order: ``("text", str)`` for each text run and ``("image", (ref, detail, marker_line))`` per ``[screenshot]`` line, the markers pairing 1:1 in order with the row's ``[Image attached…]`` hints wherever the image sat (API callers put it first; turn-time memory/hook context follows it). ``None`` when the counts disagree (a typed marker). detailNtextimagelocalref) split enumerate _MARKER_REmatchgroup_HINT_RElenzipappendjoin) rlinesilinemmarkershintspartsstartr!hints & r_split_rebuilt_rowr:5sN MM$ E5>u5Eg5E'!zO_O_`dOeJe!Je%778$%5EGg @54(..*>%>Q%>QQ5E @ c%jCL0#%E E 0 T 9 LL&$))EN";< = gTZZ5H5H 5 1bRX`aZbcdeA 1  s5z fdiif 678 Lh @s!E:E:#FFc V^8dQhRRRR/#)rr%rr z Optional[str]r )r s"rrrKs##C#M#rcV'gR#^RIHp^RIHp\ V4pVP P V!48wg-VP 4'gVP4'gR#\P!VP44P4VP P8wdR#T!T4# \dR#i;i)zVData URL for a retained local image this profile still holds unchanged, else ``None``.N)_file_to_data_url)native_inputs_root)agent.image_routingr=gateway.session_ingress_mediar>rparent is_symlinkis_filehashlibsha256 read_bytes hexdigestnameOSError)r%r=r>paths& r_retained_data_urlrKKs 5@ 9D ;;  !3!5 59J9JRVR^R^R`R` >>$//+ , 6 6 8DKKW8dW, V,V,#^#)a9Oldest image slot still replayed when the request holds ``total`` images. The frontier moves forward only in whole batches of ``keep``: the newest ``keep`` to ``2 * keep - 1`` images replay, and an image that drops out stays dropped as the session grows. A strict newest-``keep`` window would turn one early row back into ``[screenshot]`` text on every new photo, rewriting the cached prefix each time; this rewrites it at most once per ``keep`` new images. Counted by slot position (missing or changed files hold their slot), so a swept file never moves the frontier.r )rMrNs&&rreplay_frontierrP]s-2LELT !D (?a?rc$V^8dQhRRRRRR/#)r api_messageslist[dict[str, Any]]rNr r r )r s"rrris"$$';$3$3$rc @^p.pVFpVPR4R8wdKVPR4p\V\4'dV\RV44, pK]\V\4'd \ V4MRpVfKVP WFV34V\RV44, pK \W!4p^pVFwrFp .p ^p VFwrV R8XdV P RRRV /4K#W8d\V ^,4MRpV ^, p V'd?T P RR R R V/V ^,'d R V ^,/M/C/4V ^, p KV P RRRV ^,/4K V 'gKWR&W, pK V#) zRebuild retained images at or after ``replay_frontier`` in place on ``api_messages`` (wire copies); images still live in the conversation hold slots too. Returns the number re-attached.roleuserrc3"TF;p\V\4'gKVPR4\9gK7^xK= R#5i)typeN)rr r_IMAGE_PART_TYPES).0ps& r 'replay_recent_images..ss-jGqz!T/BquuV}XiGiGsAA ANc3<"TFwrVR8XgK^xK R#5i)r#Nr )rZkind_s& rr\r]ys?e74twQQes  r"rX image_urlurlr!) rrlistsumrr:r/rPrK)rRrNslotsrowsmsgrr7frontierattachedslotrebuilturlsr_valuerbs&& rrris EDFD 776?f $ '')$ gt $ $ SjGjj jE /9'3/G/G"7+T =  S'( ?e???u+HH D(* KDv~>?262B$U1X.C AID [5#B|jopqjrjrS[]bcd]eRfxzB|}~ aAB! 4$ N  H!!" Orc V^8dQhRRRR/#)ragentrr r r )r s"rrrsssrc\VRR4;'gRP4p\VRR4;'gRP4p\VRR4W3p\VRR4pVeV^,V8Xd V^,#^RIHp^RIHpV!4p\ V4pV^8dV!WV4R 8wd^pW83VnV#) zImages to replay this turn: 0 unless the model takes images natively. Resolved once per turn (keyed on the turn's frozen admission clock and the model), not per tool-loop request.providerr&model_current_turn_timestampN_image_replay_window)decide_image_input_mode)load_config_readonlynative)getattrstripr?ruhermes_cli.configrvrrt) rorqrrkeycachedrurvrrNs & r_turn_replay_windowr}sz2.44";;=H UGR ( . .B 5 5 7E 53T :H LC U2D 9F fQi3.ay;6  C ' ,D ax+HSAXM"%E Krc$V^8dQhRRRRRR/#)rrorrRrSr Noner )r s"rrrs'^^C^/C^^rc\;QJdRV4F 'gK RM RM !RV44'gR#\V4;p^8:dR#\W4;p'd\P RV4R#R#)zV``build_api_messages`` hook: replay only when this turn's model takes images natively.c3"TFTpVPR4R8H;'d4\VPR4\4;'d RVR,9xKV R#5i)rUrVrz [screenshotN)rrr)rZr4s& rr\#replay_for_agent..s\H:FQuuV}&11:aeeI6F+L11 AiL01:FsA&A ATFNzr#ra input_image)__doc__ __future__rrDloggingrepathlibrtypingrr getLogger__name__rrcompiler,r)rYrr:rKrPrr}rr rrrs~,#    8 $  ::I J ZZQ R 9  ,#$ @$N(^r