+ wiYSRt^RIHt^RIHtHt^RIHt^RIHtH t ^RI H t H t !RR] ]4t!RR ] ]4t!R R ] 4t!R R ] 4t!RR] 4t!RR] 4t!RR] 4t!RR] 4t!RR] 4t!RR] 4t!RR] 4t!RR] 4t!RR] 4t!R R!] 4t!R"R#] 4t!R$R%] 4t!R&R'] 4t!R(R)] 4t!R*R+] 4t !R,R-] 4t!R.#)/zr Pydantic data models for the AI Video Production Pipeline. All data flows between agents use these typed models. ) annotations)datetimetimezone)Enum)AnyOptional) BaseModelFieldc&]tRt^tRtRtRtRtRtR#)TargetPlatformtiktokinstagram_reelsyoutube_shortsyoutubeN) __name__ __module__ __qualname____firstlineno__TIKTOKINSTAGRAM_REELSYOUTUBE_SHORTSYOUTUBE__static_attributes__rC/home/gabslocked/Desktop/Projetos/Images/video_automation/models.pyr r s F'O%NGrr c"]tRt^tRtRtRtRtR#) PipelineModeplan plan_imagesgeneraterN)rrrrPLANPLAN_AND_IMAGESGENERATErrrrrrs D#OHrrc]tRt^$t$Rt]!RR7tR]R&]!RR7tR]R&]!] RR 7t R ]R &]!] R R 7t R ]R &]!] RR 7t R ]R&]!RR7t R]R&]!RR7tR]R&]!RR7tR]R&]!RR7tR]R&]!RR7tR]R&]!RR7tR]R&]!RRR7tR]R &]!RR!R7tR]R"&]!RR#R7tR]R$&]!RR%R7tR]R&&]!RR'R7tR]R(&R)tR*#)+CharacterTemplateuDImmutable character DNA – repeated verbatim in every image prompt.z+Short identifier for the character template descriptionstrnamez^Full physical description of the character. This is injected verbatim into every image prompt.physical_descriptionz-Visual style keywords applied to every promptdefault_factoryr' list[str]style_keywordsz0Keywords to explicitly exclude from every promptnegative_keywordszgAbsolute prohibitions - things that MUST NEVER appear in any image. More strict than negative_keywords.hard_prohibitionszMedium or medium-wide shot, eye-level or chest-level camera, no extreme angles, no dramatic lens changes, same framing logic across scenesdefaultcamera_settingsz_Real-world lighting matching the environment, natural shadows, photorealistic cinematic realismlighting_settingszThe character's POSE, BODY POSITION, and GESTURE MUST change per scene to match the script. DO NOT keep a neutral standing pose unless the script explicitly implies it. DO NOT repeat identical poses in consecutive scenes. pose_rulezInfer the environment directly from the script. Place the character naturally inside that environment. Environment must be realistic and context-appropriate. Vary environments across scenes for visual dynamism.environment_ruleaEAnalyze the script to determine contextually appropriate clothing. ONE clothing style is defined at the start and maintained consistently across ALL scenes unless the script explicitly implies a change. Clothing must be REALISTIC and contextually believable. Always describe clothing in FULL DETAIL (color, fabric type, fit). clothing_ruleucWhen the script mentions a BODY PART, ORGAN, HEALTH CONDITION, PAIN, or PHYSICAL SYMPTOM, that specific body area MUST be visually highlighted. Use distinct COLOR CODING: - PAIN/INFLAMMATION → Pulsing deep red or orange glow - FATIGUE/WEAKNESS → Faded blue-grey desaturation - BLOCKAGE/TENSION → Dense dark purple or black pressure cloud - DAMAGE/INJURY → Fractured visualization with amber-red highlight - HEALING/RECOVERY → Soft golden or green luminescent glow - NERVE SIGNAL/ACTIVITY → Electric blue or cyan pulse lines The highlight must look MEDICAL and SCIENTIFIC, not stylized or cartoonish.anatomical_highlight_ruleszhPhilosophy for showing consequences instead of symptoms. Maps script concepts to representative actions.r2r'consequence_philosophyz?Rules for death scenes: camera angle, posture, visual elements.death_scene_rulesz:Rules for depicting children: always abstract silhouettes. child_rulesz?Rules for infected/zombie characters: color + posture, no gore. zombie_rulesz>Rules for shot variety and intercalation throughout the video.shot_intercalation_rulesrN)rrrr__doc__r r)__annotations__r*listr.r/r0r3r4r5r6r7r8r;r<r=r>r?rrrrr%r%$sN"OPD#P %=!#!&C!NI$)F$y$).$y !XOS#+saIs "Tc MM3 ',V ' #(:#C #UsPKUL#%*T%crr%c]tRt^xt$]!RRR7tR]R&]!RRR7tR]R&]!R R R7tR]R &]!R R RR7t R]R&]!RR RR7t R]R&]!R R RR7t R]R&]!RR RR7t R]R&]!RRR7t R]R&]!RRR7tR]R&]!RRR7tR]R&]!R R!R7tR]R"&]!RR#R$R%R&7tR]R'&]!R(R)R7tR]R*&]!R+R,R7tR-]R.&R/tR+#)0 VoiceSettings chatterboxz*TTS provider: 'chatterbox' or 'elevenlabs'r:r( tts_providerJBFqnCBsd6RMkjVDRZzbzElevenLabs voice IDvoice_ideleven_multilingual_v2zElevenLabs model IDmodel_idg?gg?)r2gelefloat stabilityg?similarity_booststyleg@speedptz5Language code for ChatterBox (e.g., 'pt', 'en', 'es')chatterbox_languager9z4Path to reference audio for voice cloning (optional)chatterbox_voice_refopenaizTTS model: openai or elevenlabspollinations_modelnovazPollinations voice namepollinations_voiceg?g@z Speech speedr2rKrLr'pollinations_speedmp3z,Audio format: mp3, opus, aac, flac, wav, pcmpollinations_formatNz"Optional API key for higher limits Optional[str]pollinations_api_keyr)rrrrr rFrArHrJrNrOrPrQrSrTrVrXrZr\r^rrrrrDrDxsl@lmL#m"8F[\Hc\":H]^Hc^SSS9Iu9#DSSAeA5E555E55 %T?vww %b>t u#u$HBcdd#F@YZZ %cdsP^ __$U@noo*/Jn*o-orrDc]tRt^t$]!RR7tR]R&]!^R7tR]R&]!RR7tR]R&]!R R7t R]R &R t R #) ExportSettings 1080x1920r1r( resolutionintfpsmp4 video_formatz9:16 aspect_ratiorN) rrrrr rbrArdrfrgrrrrr`r`s>K0J0R C e,L#,f-L#-rr`c]tRt^t$Rt]!RR7tR]R&]!RR7tR]R&]!R R7t R]R &]!R R7t R]R &]!R R7t R]R&]!RRR7t R]R&]!^^^ RR7t R]R&]!RRR7tR]R&RtR#) SceneAnalysisz7Output of the Script Analyzer agent for a single scene.z%Sequential scene number starting at 1r&rc scene_numberz(Physical setting / location of the scener( environmentz8Character pose, body position and gesture for this scene pose_actionz"Emotional tone / mood of the scenemoodz0Exact narration text to be spoken for this scenenarration_textr9z/Optional delivery notes (pace, emotion, pauses)r:narration_noteszImportance score for coverage (1-10). Higher = more likely to get multi-angle coverage. 10=climax/action, 7-9=emotional intensity, 4-6=normal, 1-3=transition/expositionrYcoverage_priorityFzAI-determined: does this scene benefit from multi-angle coverage? True for action, emotion, climax. False for exposition, transition, static scenes.boolneeds_coveragerN)rrrrr@r rjrArkrlrmrnrorprrrrrrririsA*QRL#R)STKTNK"FGD#GFNC!EOS # [ s!]NDrric]tRt^t$Rt]!RR7tR]R&]!RR7tR]R&]!R R7t R ]R &]!R R R7t R]R&Rt R#)SceneBreakdownz-Complete output of the Script Analyzer agent.zShort title for the videor&r(titlezTotal number of scenesrc total_sceneszOrdered list of sceneszlist[SceneAnalysis]scenesr9zBrief summary of the storyr:summaryrN) rrrrr@r rurArvrwrxrrrrrtrtsH7#>?E3?*BCL#C"'4L"MF M1MNGSNrrtc]tRt^t$Rt]!RR7tR]R&]!RR7tR]R&]!RR7t R ]R &]!R R7t R ]R &]!R R7t R ]R&]!RR7t R ]R&]!RR7t R ]R&]!RR7tR ]R&]!RR7tR ]R&]!RR7tR ]R&]!RRR7tR ]R&]!RRR7tR ]R&]!RRR7tR ]R &]!R!R"R7tR#]R$&]!^R%R7tR]R&&]!RR'R7tR ]R(&R)tR!#)*Framez5A single visual frame expanded from a narrative beat.z,Global sequential frame number starting at 1r&rc frame_numberz0Which narrative beat/scene this frame belongs to parent_scenezCamera shot type: wide shot, medium shot, medium close-up, close-up, extreme close-up, low angle, high angle, dutch angle, POV, over-the-shoulder, tracking shot, establishing shotr( camera_shotzfCamera movement: static, slow pan left/right, dolly forward/back, slight drift, tilt up/down, crane upcamera_movementznComposition: centered, rule of thirds left/right, foreground emphasis, background depth, symmetrical, diagonal compositionz)Specific environment focus for this frameenvironment_detailz1Specific character pose and action for this framerlz%Emotional tone of this specific framermz6What the viewer's eye should be drawn to in this frame visual_focusz6The narration text spoken during this frame's durationrnr9z)Delivery notes for this frame's narrationr:rozExact word or short phrase (1-5 words) from the script that this frame represents. This is the editing anchor - the moment in the audio where this image should cut in. sync_wordzIf the frame involves a body part, organ, or health condition, describe the anatomical highlight with color coding (e.g., 'lower back - red/orange glow for pain'). Leave empty if no anatomical highlight is needed.anatomical_highlightNzID grouping frames that show the same scene from different angles. Frames with the same coverage_group_id represent the same moment with different camera angles.r]coverage_group_idzMIndex within coverage group: 0=master/wide, 1=medium, 2=close-up, 3+=variantscoverage_angle_indexzeType of coverage angle: 'master', 'medium', 'close-up', 'reverse', 'insert', or empty if not coveragecoverage_angle_typer)rrrrr@r r{rAr|r}r~rrrlrmrrnrorrrrrrrrrrzrzsy?*XYL#Y*\]L#]CK !COSGK$?GK"IJD#JLL# LNC!?OS_Is !&<!#(-i(} !&c!# %{ rrzcD]tRtRt$RtR]R&R]R&R]R&R]R &R tR #) ExpandedFrameBreakdowniu?Output of the FrameExpander agent – all frames for the video.r(rurxrc total_framesz list[Frame]framesrNrrrrr@rArrrrrrsI J L rrcN]tRtRt$RtR]R&]!RR7tR]R&]!R R7tR]R &]!R R R 7t R]R&]!R RR 7t R]R&]!R RR 7t R]R&]!R RR 7t R]R&]!R RR 7t R]R&]!R RR 7tR]R&]!R RR 7tR]R&]!R RR 7tR]R&RtR#) ScenePromptsiz7Output of the Prompt Engineer agent for a single frame.rcrjzwFull standalone image generation prompt with complete character description, environment, pose, camera, lighting, styler&r( image_promptzyImage-to-video motion prompt describing character action joint-by-joint with kinetic chain, timing, and muscle visibility video_promptr9zjExact word or short phrase (1-5 words) from the script - the editing anchor where this image should cut inr:rz_Body part + real anatomical structure (e.g., 'quadriceps expanding with visible muscle fibers')rz=Full clothing description for this scene (color, fabric, fit)clothing_descriptionz"Environment/setting for this scenerkz_ `#` %b>Y Z#Z8VWNCW(-W(}!&Q!# %R rrc]tRtRt$RtR]R&R]R&R]R&R]R&R ]R &R]R &R]R &R ]R&R]R&R]R&]!]RR7tR]R&Rt R#)ProductionPlaniuBThe complete production plan – the final output of the pipeline.r(rurxrrMrrcrvtarget_platformcharacter_template_namerDvoice_settingsr`export_settingszlist[ProductionScene]rwz5Step-by-step instructions to assemble the final videor+r-assembly_instructionsrN) rrrrr@rAr rBrrrrrrrsWL J L!!!!  !!## !!',K(9rrcH]tRtRt$Rt]!RR7tR]R&]!RRR 7tR ]R &]!RR R 7t R ]R&]!RRR 7t R ]R&]!RRR 7t R ]R&]!RRR 7t R]R&]!RRR 7t R]R&]!RRR 7tR ]R&]!RRR 7tR ]R&]!RRR7tR]R &R!tR#)" PipelineEventizAEvent emitted during pipeline execution for real-time UI updates.zeType of event: agent_start, agent_complete, agent_progress, image_generated, pipeline_complete, errorr&r( event_typeNzAgent number 1-5r:z Optional[int] agent_numberzHuman-readable agent namer] agent_namezCurrent progress countprogress_currentzTotal items to processprogress_totalr9zHuman-readable status messagemessagezArbitrary event datazOptional[dict[str, Any]]datazBase64-encoded generated image image_base64zScene number for imageimage_scene_numberc f\P!\P4P 4#)N)rnowrutc isoformatrrrPipelineEvent.s X\\ : D D FrzISO 8601 timestampr+ timestampr)rrrrr@r rrArrrrrrrrrrrrrrrsK4J#(BT"UL-U %d@[ \J \&+DF^&_m_$)$D\$]NM]1PQGSQ%*4E[%\D "\"'Bb"cL-c(-dH`(a aF(Isrrc]tRtRt$Rt]P tR]R&] !RR7t R]R&] Pt R ]R &R tR ]R &] !]R7tR]R&] !]R7tR]R&] !RR7tR]R&] !RRR7tR]R&] !RRR7tR]R&] !RRR7tR]R&] !^R R7tR!]R"&] !R#R$R7tR%]R&&] !^^^R'R(7tR!]R)&] !R*R+R7tR]R,&R-tR #).PipelineConfigiz'Runtime configuration for the pipeline.rmodez openai/gpt-4or1r( llm_modelr rNzOptional[CharacterTemplate]character_template)r,rDrr`routput output_dirg@z:Words per second for duration estimation (default 150 wpm)r:rMspeaking_rate_wpsg@z!Minimum scene duration in secondsmin_scene_durationg333333?z-Transition duration between scenes in secondstransition_durationz1Target number of image frames per minute of videorcframes_per_minuteFz?Generate multiple camera angles for each scene (coverage shots)rqenable_coverage_shotsz3Number of camera angles to generate per scene (2-5)rYcoverage_angles_per_sceneallzECoverage mode: 'all' (every scene) or 'smart' (AI decides key scenes) coverage_moder)rrrrr@rr!rrAr rr rrrrDrr`rrrrrrrrrrrrrrrs&1%**D,*?3Is3&4&;&;O^;6:3:$)-$HNMH&+N&KO^KH-J-$P u!&7!"'C"#Gs #(U#4&+ I &s [M3rrN)"r@ __future__rrrenumrtypingrrpydanticrr r(r rr%rDr`rirtrzrrrrrrrrrrrrrrrrs #' %S$3M MhpIp0.Y.I@OYO<I<~Y/9/d i y ) I  y &i&RY6I2)Y)r