+ iHj9"Rt^RIHt^RIt^RIt^RIHt^RIHtH t H t H t ^RI H t^RIHt^RIHt^RIHt]P*!R 4t]P.!R ]P04t]!R R 44tR R/RRlltRRltRRltR#)uEmpty / thinking-only final-response recovery ladder for the conversation turn loop. Runs when the model returned no visible text after ```` blocks. Ladder order is load-bearing: partial-stream recovery → reuse prior turn content (housekeeping tools only) → one post-tool-call nudge → thinking-only prefill continuation (×2) → empty-response retries (budgeted, deterministic-empty short-circuit) → fallback provider → terminal ``(empty)`` sentinel. Nothing here imports ``agent.conversation_loop`` at module level. ) annotationsN) dataclass)AnyDictListOptional)empty_response_guard)append_message)_refund_api_call)interruptible_backoff_sleepzagent.conversation_loopz||cb]tRt^t$RtR]R&R]R&R]R&R]R&R]R &R ]R &R ]R &RtR#)EmptyResponseVerdictuOutcome of ``recover_empty_response``. ``action``: ``"break"`` (turn is done — ``final_response`` is set), ``"continue"`` (re-enter the OUTER turn loop: a nudge/prefill row was appended, a retry wait elapsed, or a fallback was activated and preflight must re-run), ``"return"`` (interrupted during a retry wait — return ``result``) or ``"fallthrough"`` (unreachable: every path exits; kept for the contract).stractionOptional[dict[str, Any]]resultrfinal_responseturn_exit_reasonactive_system_promptboolpreflight_compression_blockedintapi_call_countN)__name__ __module__ __qualname____firstlineno____doc____annotations____static_attributes__r>/home/ubuntu/.hermes/hermes-agent/agent/turn_empty_response.pyr r s2? K $$#''r!r observed_generationFc<V^8dQhRRRRRRRRRRR RR R R RR R/ #)agentrresponse finish_reasonrempty_candidatermessagesconversation_historyrrr#returntupler)formats"r" __annotate__r/.sV0+0+ 0+0+.10+DH0+WZ0+0+/20+IM0+ 0+r!c^RIHpV'd\P!WWR7V'd\P!W4M\P p T;'d\P !V4p V'dVPV 8d V 'dRRV 3#V;P^, unVPp V!V RRR7p \PRWWP4V \P 8dRMR p VPR V R V R V R RV 24\W RVVVRRV R V R2RV R V R2R7 pVeRW3#RRV 3#)aBudgeted empty-response retry. Each empty attempt re-bills the full input, so the signature is recorded and deterministic empties stop burning paid retries (fails open: missing usage or any output keeps the budget). Returns ``(action_or_None, interrupt_result, deterministic_empty)``.)jittered_backoff)r(r'r#Ng@gN@) base_delay max_delayuLEmpty response (no content or reasoning) — retry %d/%d in %.1fs (model=%s)u, — high-cost request, reduced retry budgetu/⚠️ Empty response from model — retrying (/z) in z.0fsz>Interrupt detected during empty-response retry wait, aborting.zAOperation interrupted: retrying empty response from model (retry z).zempty response retry backoff ())r*r+r abort_messageinterrupt_textactivity_labelr,continue) agent.retry_utilsr1 _empty_guardrecord_empty_attemptempty_retry_budgetDEFAULT_EMPTY_RETRY_BUDGETdeterministic_empty_empty_content_retriesloggerwarningmodel_buffer_diagnostic_statusr )r&r'r(r)r*r+rr#r1budget deterministicn wait_time _budget_note _interrupteds&&&&$$$$ r" _retry_emptyrM.sp3))   ''8 , G G $OO (H(H(OM  < >  !!e r!cLV^8dQhRRRRRRRRRRRR R RR RR RR RRRRRRR/ #)r%r&rrOr'r(rrr*zlist[dict[str, Any]] api_messagesr+rrrrrrr,r r)r.s"r"r/r/s[[ [#&[25[FI[^a["[25[MP[[03[GJ[$( [  [r!c  aaa aa^RIHp Hp V oV oR.RVVVV V3Rlllp\VRR4;'gRpVP V4'dcRoVP V4P 4p\PR\V44VPR 4VoR Vn V!R 4#\VR R4pV'd\VR R 4'dsRo\PR4VPR4RVn R Vn ^VnVP V4P 4oRVn SVnV!R 4#\ ;QJdRVR/R4F 'gK RM R M!RVR/R44p\#\$P'S;'gR44pV'd\VRR 4'gV'g}RVnRVn R Vn \PR4VP+R4VP-W4pRVR&RVR&\/VV4\/VRRRV RR/4V!R4#\#\VRR4;'g-\VRR4;'g\VRR4;'gT4pV'dVP0^8dV;P0^, un\PRVP04VP+R VP0 R!24VP-VR"4pRVR#&\/VV4WPnV!R4#VP S4P 4'*pT;'dV'*;'gVP0^8p\5WVVVVS VR$7wpppVe V!VV4#V'dFV'd>\P7R%VP8VP:V4VP+R&4V'dVP<'d\P7R'VPVP8VP:4VP+R(4VP?4'd~V !WS4o^VnVP+R)VP8 R*VP: R+24\PR,VP8VP:4R o\AVS 4o V!R4#R-o\CWW54oV!R 4#)0uRecover from a final response with no visible content (see module docstring for the ladder). Role alternation is preserved: the post-tool nudge appends the empty assistant row BEFORE the user-level hint (APIs reject tool→user).)_EMPTY_TOOL_RESPONSE_NUDGE_sync_failover_system_messageNc$V^8dQhRRRRRR/#)r%rrrrr,r r)r.s"r"r/,recover_empty_response..__annotate__s#   &> J^ r!c &<\WSSSSSR7#))rrrrrrr)r )rr_preflight_compression_blocked_turn_exit_reasonrrrs&&r"_verdict(recover_empty_response.._verdicts!#.EY*H)   r! _current_streamed_assistant_textr4partial_stream_recoveryuGPartial stream content delivered (%d chars) — using as final responseuD↻ Stream interrupted — using delivered content as final responseFbreak_last_content_with_tools$_last_content_tools_all_housekeepingfallback_prior_turn_contentuOEmpty follow-up after tool calls — using prior turn content as final responseuM↻ Empty response after tool calls — using earlier content as final answerTc3H"TFqPR4R8HxK R#5i)roletoolN)get).0ms& r" )recover_empty_response..sI=a%%-61=s "_post_tool_empty_retrieduHEmpty response after tool calls — nudging model to continue processinguD⚠️ Model returned empty after tool calls — nudging to continuerQrR_empty_recovery_syntheticrsuserr; reasoningreasoning_contentreasoning_detailsuMThinking-only response (no visible content) — prefilling to continue (%d/2)u7↻ Thinking-only response — prefilling to continue (z/2) incomplete_thinking_prefill)r*r+rr#ugRepeated empty response detected (model=%s provider=%s finish_reason=%s) — skipping remaining retriesug⚠️ Model is repeatedly returning empty content — skipping further retries to avoid repeat chargesuOEmpty response after %d retries — attempting fallback (model=%s, provider=%s)uL⚠️ Model returning empty responses — switching to fallback provider...u↻ Switched to fallback: z (r7z>5../@AGGI  U  O  %%&op#).%  u8$?HGE#I5QQ9 ef %%&uv)-&5:2'($228<BBD(,%'5#  cI8BC=IcccI8BC=IIO 0 7 78L8L" MN95AA$)-&)-&5:2 ab ''(qr334EU ) 926 ./x,x FI'AC^`d"   ##!;5  $&94 @  $&94 @   O 5::Q> ''1,' [  + +  ''EeFeFeEffi j 445F U +/ '(x-"* ##00@FFHHL#ee_)<)d)d@_@_cd@d5A (881.+62F 2  011, ) KK '' & --- ]  ( (%++u~~  ''(yz  ' ' ) )#@Vj#k +,E (  + +.H U[\a\j\j[kkl,m n KKN U^^  .3 *.e^DNJ' '2$U}WN G r!)r __future__rloggingre dataclassesrtypingrrrrr&rr=agent.message_metadatar agent.turn_context_compactionr agent.turn_recoveryr getLoggerrCcompile IGNORECASErr rMr_rrr!r"rs# !,,61:;   4 5::?O  $0+PU0+f(V[r!