ޛXjE:ddlmZddlmZmZddlmZddlmZm Z ddl m Z dZ eGddZ eGd d Zd Z dd Zdd Zy)) annotations) dataclassfield)Any)LAYOUTS CreativeBrief) LLMService)linkedin instagramxthreadsfacebookc<eZdZUded<ded<eddZd dZy) PlatformPoststrpost list[str]hashtagsc |xsi}|t|jddj|jdxsgDcgc]}t|jdc}ddScc}w)Nrr#rr)rgetstriplstrip)clsdatahs 9/var/www/html/content_generation/src/services/ideation.py from_dictzPlatformPost.from_dictsrzrTXXfb)*0023788J3G3M23MO3MQc!fmmC(3MOPSQST  Os!A4 cn|jj}|jDcgc]$}|jj dr#|&}}dj |j}dj d|j D}|r|d|jS|Scc}w)Nr  c3,K|] }|sd|yw)rN).0rs r z/PlatformPost.as_publish_text..s<A!!A3s z )rrstrip splitlinesr startswithjoinr)selfbodylnlinestagss r as_publish_textzPlatformPost.as_publish_textsyy!"oo/R/rxxz7L7LS7Q/Ryy%%'xx<<<.2$tD6"((*<<Ss $B2B2N)rzdict[str, Any] | Nonereturnz'PlatformPost'r3r)__name__ __module__ __qualname____annotations__ classmethodr!r2r&r rr s$ I  =r:rceZdZUded<ded<ded<ded<ded<ded<ded<d Zded <d Zded <ee Zded<d Z ded<dZ ded<dZ ded<dZ ded<d Z ded<dZded<dZded<d Zded<d Zded<dZded<ee Zd ed!<ee Zd ed"<ee Zded#<ee Zd$ed%<d*d&Zd+d'Zed,d-d)Zy(). ContentIdearidformattopichooknews_url news_title visual_briefrcreative_directioneditorial_overlaylayout)default_factoryrpalette palette_namemodern_startup typography dark_premiumbackground_style editorial_3dillustration_style image_prompt cinematic video_stylesquareaspectwhy_it_matterskey_factai news_categoryzlist[dict[str, str]]slides video_script source_refszdict[str, PlatformPost] platformscn|jj|xst|jddgS)NAITechr)r\rrr@)r-names r platformzContentIdea.platform<s.~~!!$'`d+g} |dYid?t|jd?xsd@|dAd|d t|jd d jdt|jdd jdBt|jdBd jdCt|jdCd jdDt|jdDd jdEt|jdEd jd|d |dFt|jdFxs|r |jnd dGt|jdGxs|r |jndHdIt|jdIxs|r |jndJdKt|jdKxs|r |j ndLdMt|jdMd jdNt|jdNxs|r |j"ndOdPt|jdPxs|r |j$ndQdt|jdd jdt|jdd jdRt|jdRdSjjd|D cgc]m} t| jdTd t| jdUd t| jdVd t| jdMd dWoc} dd,d#| dX|jdXxsgDcgc] }t|c}dd:d"| Scc}wcc} wcc} wcc} wcc}w)ZNr>image>rfvideocarouselrYrhr@HookzThe moment everything shifted.)titler.rolez What happenedr?rwhatzWhy it mattersrUwhyz The numbersrVstatsz The insightz$Here's what most people are missing.insightz What's nextz This changes the next 12 months.futurez Your movez)Save + share with someone who needs this.ctarFrErHr\rZbeat on_screen voiceovervisualmotionzoom_inseconds)rtrurvrwrxrzrgzThis just dropped.punch_ing@problemz What changed pan_rightdetailsz The detailsimpactzWhy you should careparallaxzFollow for daily AI dropsz Save this.zoom_outr=idea-02drArBrCrDrIrKrJrMrLrOrNrPrRrQrTrSrXrWrkr.rl)rkr.rlrPr[r&)rrlowerrlenrFrrHlist PLATFORMSrr!floatrIrK backgroundrOrRrT)rridxbrieffmtrYrFcrH raw_platformspr\srZr s r r!zContentIdea.from_dictBs$((8W-.446<<> 4 4C(#)r * Vq((662<\flm)3txx7L3MW]^*CAQSU8V4Wafg'TXXj"5M1NX_`'1Wajk'1S]ef%/ZdijFTXXh'[EELLGZ\bbd  %*U\\c'l8J0KF$(HHY$7$[UEMMXZ$[]$[a3q6$[]^`_`a 5==)G-3 NWXiQ ..}/@/@/CDDi Xhh~.4"4  5AEE&"-. {B!78 {B!78aeeHb12aeeHi89 y!!4!9:  5   1   '>c,/!3c$((622F.GVjvxEO\_`"cRVRZRZ[bdfRgNhtvCN[\]"TXXj-5X1YhklpltltvFHJmKiLXZfo|}~!0ETWX\X`X`aqsuXvTwDFR\ijk-HWcoq~HUVW L 488D>6uSI%67  dhhw+,224 TXXfb)*002  *b1288:  488L"56<<>  TXXnb9:@@B  #488,@"#EFLLN   TXXn5^PU%:L:L[]_ 488L1f%e6F6FUeg !*DDF% &*b1288:' (dhh=>DDFLLN) *qwxqwlmc!%%"45s155QSCT?U_bcdchchioqsct_uHKLMLQLQR`bdLeHfgqwxy{z{|+ ,&- .+/((=*A*GR*GI*GAQ*GI"1M/ 0 1  9^ Y  TxIs 4\,\B*\ &A2\%9\*)r`rr3rr4)N)rzdict[str, Any]rintrzCreativeBrief | Noner3z 'ContentIdea')r5r6r7r8rDrFrrrHrIrKrMrOrPrRrTrUrVrXrYrZr[dictr\rardr9r!r&r:r r<r<!s G K J IMO  %FC%t4GY4L#&J&*c*,,L#"K"FCNCHcM3#(#>F >).t)DL&D"48K8).t)DI&Da5J J r:r<u% You are the Creative Director + Social Strategist for a premium AI/Tech media brand (quality bar: OpenAI, Nvidia, Apple, Stripe, Linear, Figma, Arc — NEVER Canva-like templates). MISSION: Turn breaking tech news into scroll-stopping, publish-ready social assets with agency-level polish. VOICE: - Natural fluent English, modern Gen-Z energy, professional credibility. - Sharp, concrete, specific. Avoid empty hype, buzzword soup, and generic phrasing. - Forbidden cliches: "game-changer", "revolutionary", "changing everything" unless backed by evidence. FACTUALITY (non-negotiable): - Every idea maps to ONE real item from the provided feed. - Do not invent data, quotes, timelines, valuations, benchmarks, or product claims. - If a number is uncertain, speak in implications, not fake precision. - key_fact must be specific and verifiable from the source context. CONTENT RULES: - Prioritize: breaking launches, funding rounds, model updates, cyber incidents, research papers, major big-tech moves. - Hook in first 1–2 lines. Make "why it matters" practical for operators/builders/decision-makers. - Unique copy per platform. Never paraphrase the same caption 5 times. - Emojis: 0–3 tasteful max. - Hashtags ONLY in hashtags arrays (not in post body). PLATFORM WRITING STANDARDS: - linkedin: 900–1300 chars, insight-led narrative, crisp line breaks, 3–5 tags. - instagram: high-energy storytelling, skimmable rhythm, 8–12 tags, social CTA. - x: <=260 chars, punchy and opinionated, one clear takeaway. - threads: 350–500 chars, conversational perspective + debate hook. - facebook: 400–800 chars, clear context + discussion starter. IMAGE / VISUAL RULES: - image_prompt describes a full cinematic scene that EXPLAINS the story visually. - No text-in-image instructions, no poster language, no blank backgrounds, no generic "AI brain" wallpaper. - Include tangible objects/environments: devices, UI, labs, chips, dashboards, robotics, people-in-context, data metaphors. - Match subject language to news_category (ai/hardware/startup/cyber/research/programming/robotics/healthcare/finance/cloud/opensource/bigtech). - Follow assigned creative brief EXACTLY (layout, palette, typography, background, illustration_style). CAROUSEL RULES: - 6–7 slides, narrative arc: hook -> what happened -> why it matters -> stats/fact -> expert insight -> future impact -> CTA. - Each slide must add NEW information (no repetitive rewording). - Slide titles <=8 words. Body concise and high-signal. VIDEO RULES: - Cinematic reel storyboard, not slideshow. - Beats: hook (0–2s) -> problem (2–6s) -> details (6–15s) -> impact (15–25s) -> CTA (25–35s). - Each beat needs: on_screen (<=6 words), voiceover, visual scene, motion. - motion one of: zoom_in|zoom_out|pan_left|pan_right|punch_in|parallax|glitch. QUALITY GATE (self-check before output): Reject and regenerate internally if any idea is generic, repetitive, or weak. Do not output ideas that: - look like templates, - repeat prior layout/palette/style, - have weak hooks, - lack a concrete key_fact, - or have vague visual prompts. c|rdnd}g} |rgdnddg} t|D]"} | j| | t| z$d|d|dtd j d t |Dd t |d |d |d|d| d|d} |jt| d} t| tr| jdn| }t|ts tdg}t |d|D]\} }| t|kr|| nd}tj|| dz|}|r|j |_t|j"|_|j$|_|j&|_|j(|_|j,|_|j.|_|j0|_|j||S)Nzimage, carousel, videozimage, carousel)rfrhrgrfrhzBrand: zC ## Recent styles ALREADY USED (do NOT repeat these combinations) uL ## LOCKED creative briefs (assign idea-01 to brief 1, etc. — mandatory) c 3K|]O\}}|dzd|jd|jd|jd|jd|j Qyw)z. z | N)rFrIrKrOrR)r'ibs r r(z!generate_ideas..siZYvzvwyz1RzQ^^$4C ~SI]I]H^^abcboboapqYsAAz Full briefs: z ## Creator style notes uL ## Latest news (ONLY source of truth — pick the highest-impact stories) z Create exactly zJ packages from DISTINCT high-impact news stories. Suggested format order: z Mix of formats available: u. Each idea MUST: 1. Use its locked creative brief fields (layout, palette, typography, background_style, illustration_style, video_style, aspect, palette_name) 2. Include a rich image_prompt (cinematic scene, no text-in-image, agency quality) 3. Include news_category one of: ai|hardware|startup|cyber|research|programming|robotics|healthcare|finance|cloud|opensource|bigtech 4. Have UNIQUE platform copy for linkedin, instagram, x, threads, facebook 5. Have a strong key_fact tied to the source (no fabricated numbers) 6. Avoid repeating sentence structure across platform posts for the same idea JSON schema: { "ideas": [ { "id": "idea-01", "format": "image|carousel|video", "topic": "...", "hook": "scroll-stopping ≤8 words", "news_url": "https://...", "news_title": "exact title", "news_category": "ai", "why_it_matters": "...", "key_fact": "one concrete fact", "creative_direction": "1-2 sentence art direction", "layout": "...", "palette_name": "...", "palette": ["#...", "#..."], "typography": "...", "background_style": "...", "illustration_style": "...", "aspect": "square|portrait", "image_prompt": "detailed cinematic scene WITHOUT any text overlays...", "visual_brief": "short overlay caption for design system (1 sentence)", "video_style": "...", "source_refs": ["news_title"], "slides": [ {"title": "...", "body": "...", "role": "hook|what|why|stats|insight|future|cta", "image_prompt": "optional"} ], "video_script": [ {"beat": "hook", "on_screen": "...", "voiceover": "...", "visual": "...", "motion": "punch_in", "seconds": 2.5} ], "platforms": { "linkedin": {"post": "...", "hashtags": ["AI"]}, "instagram": {"post": "...", "hashtags": ["AI"]}, "x": {"post": "...", "hashtags": ["AI"]}, "threads": {"post": "...", "hashtags": ["Tech"]}, "facebook": {"post": "...", "hashtags": ["AI"]} }, "quality_checks": { "hook_strength_1to10": 9, "specificity_1to10": 9, "visual_uniqueness_1to10": 9, "factual_confidence_1to10": 9 } } ] } i.) max_tokensideasz)LLM ideation did not return an ideas listr)r)rangeappendrchrr, enumerate _briefs_json complete_jsonIDEATION_SYSTEM isinstancerrr RuntimeErrorr<r!rFrHrIrKrrMrOrRrT)llm brand_nameprofiles news_block batch_size enable_videocreative_briefs recent_stylesformats format_plancycleruserr raw_ideasritemrideas r generate_ideasrs+7&&>"D$$T1q5$> ,,DK .DL % 2 2D #..DO$)$4$4D !&+&>&>D #$00D ,,DK T5 Lr:cJg}t|dD]\}}|jd|dd|jd|jd|jd|j d|j d |jd |jd |jd j|S) Nrrrz : layout=z ; typography=z ; background=z; palette_name=z ; palette=z; illustration_style=z; video_style=z ; aspect=r#) rrrFrKrrIrHrOrRrTr,)briefsr0rrs r rrAs E&!$1 Ac7)AHH:]1<<.I,,q~~6FjQRQZQZP[\""#"6"6!7~amm_T]^_^f^f]g i % 99U r:N)rr rrrrrrrrrboolrlist[CreativeBrief]rrr3zlist[ContentIdea])rrr3r) __future__r dataclassesrrtypingrsrc.services.creativerrsrc.services.llmr rrr<rrrr&r:r rs"(8' A  == =( k k  k \8vs ss s  s  ss)ssslr: