o P, iY@sdZddlZddlZddlZddlZddlZddlZddlmZddl m Z ddl m Z m Z ddlmZmZmZddlmZmZmZmZddlmZdd lmZddlZdd lmZd Zejej d d e!e"Z#GdddZ$e$ddZ%GdddeZ&GdddeZ'GdddeZ(GdddeZ)de*de+fddZ,de*fddZ-d e*d!e+d"e+d#e.d$e*d%e*d&e+dee(e)ffd'd(Z/e"d)krve0d*e0d+e0d,e/d-d.d/d0d1d2d3d4Z1e0d*e0d5e0d6e2d7d8e1j34DZ5e2d9d8e1j34DZ6e2d:d8e1j37DZ8e0d;e9e1j3e0de8d?e5e0d@e1j:e0dAe1j37D]*\Z;Ze|!qCd?!|}"d@}#zt|#}$t t}%|$|B |"|dA}&t|%}'|&j$}(|(%dBrt&'dCdD|(}(t&'dEdD|(}(t&(dF|(t&j)})|)r|)*d)}(t |(}*i}+t+|*d|D]S\},}-z.dG|-vrdH|-dG<t,d^i|-|+dI|,d-<tdJ|,d-dK|-dLddMd Wqty}ztdN|,d-dK|WYd}~qd}~wwtdt|+d5|dO|'dd|+D]}.|.j-d8d8!|.j.d8|.j/}|t"|7}q%i}/|dPksK|d-krtdQt0|j}0|+rbt|0t|+nd)}1d)}2t+|0D]7\},}|j||/|<|1d)kr|,d-|1d)kr|2t|+krdI|2d-}3|3|+vr|+|3|/|3<|2d-7}2qjn#tdR|jD] }|j||/|<q|+D] \}3}4|4|/|3<qt|}5tdtdStdtdTtdU|5ddtdt|jtdt|+tdVt|/tdW||r"tdX|d5t|jtdt1|/|dYWWStyS}ztdZt|t |j|dYWYd}~WSd}~wwt|}5tdtdStdtdTtdU|5ddtdt|jtdW||rtdX|d5t|jtdt |j|dYWSty}z-tdtd[td\t|tdd)dl2}6t|63td]t|d}~ww)_a Generate professional slide content with INLINE image generation PROFESSIONAL APPROACH: 1. Generate slide content 2. For EACH slide, immediately fetch and assign image 3. Process one slide completely before moving to next 4. Return final result with all images assigned Args: prompt: Main topic prompt num_slides: Number of slides to generate num_mcqs: Number of MCQs is_image: Whether to generate images is_question: Whether to generate MCQs question_position: Position of questions ("end" or "1") GPU: Legacy parameter Returns: StorigoContent or StorigoContentMCQMid with images properly assigned P================================================================================u0🚀 STORIGO PROFESSIONAL CONTENT GENERATOR v7.0u📋 Configuration:z - Slides: z - MCQs: z - Images: z - Prompt: Nrz...u🔧 Initializing Groq API...zllama-3.1-8b-instantgffffff?i) model_name groq_api_key temperature max_tokensrequest_timeout max_retriesu✅ Groq API readyQ ================================================================================u%📝 STEP 1: Generating Slide Contenta Based on the following prompt, generate professional content for exactly {num_slides} slides. Each slide MUST include: - A clear, descriptive subheading - 2-3 informative paragraphs (well-written and engaging) - A specific visualization suggestion (3-5 words describing a concrete, searchable image) CRITICAL for visualization_suggestion: - Use ONLY concrete, visual, searchable terms - Think: "What would I search on a stock photo website?" - Good examples: "team meeting conference room", "data analytics dashboard", "kitchen staff commercial" - Bad examples: "concept of leadership", "abstract representation" Prompt: {prompt} Make content professional with: - Thought-provoking insights - Relevant examples or statistics - Industry trends - Clear, actionable takeaways Return ONLY a valid JSON object with this exact structure (no explanations, no markdown, no schema definitions): {{ "slides": {{ "slide_1": {{ "subheading": "Introduction to Kitchen Safety", "paragraphs": [ "Kitchen safety is paramount in any food service environment.", "Proper protocols protect staff and ensure food quality." ], "visualization_suggestion": "kitchen staff commercial", "image": null }}, "slide_2": {{ "subheading": "Food Handling Best Practices", "paragraphs": [ "Proper food handling prevents contamination and foodborne illness.", "Key practices include temperature control and cross-contamination prevention." ], "visualization_suggestion": "food preparation hygiene", "image": null }} }}, "token_count": 0 }} Generate exactly {num_slides} slides numbered slide_1 through slide_{num_slides}. cS|dS)Nrlrxrrrz4generate_slide_content_from_prompt..cSr|)Nrmrr}rrrrr)rlrmu✅ Generated z slides in z.2fr!u❌ JSON parsing failed: zRaw response: iz$Failed to parse slide content JSON: cSst|dddS)Nr_r )rOsplitr}rrrr*s)keyz&Additional information for this slide.zprofessional business conceptu⚠️ z$: Empty visualization, using defaultu4🎨 STEP 2: Generating Images (INLINE - One by One)ru 📸 Processing z Visualization: ''r u ✅ Image assigned: z (zs)u ⚠️ No image found (u ❌ Error: u🎨 Image Generation Summary:z - Success: /z - Failed: u0 📷 Image generation disabled (is_image=False) )0falseFalseu❓ STEP 4: Generating z MCQs (Batch Mode)g?z**z** z a You are an expert educational content creator. Generate exactly {num_mcqs} high-quality MCQs. **Requirements:** 1. Test comprehension of key concepts 2. Distribute across different topics 3. Each question has exactly 4 options 4. Only one clearly correct answer 5. Avoid trivial questions **Content:** {context} **Output Format:** Return ONLY a valid JSON array (no markdown, no explanations): [ {{ "type": "Question", "question": "Clear question text?", "options": ["Option 1", "Option 2", "Option 3", "Option 4"], "correct_answer": "Option 1" }} ] Generate exactly {num_mcqs} questions now: )contextrnrXrYrZr[z\[\s*\{.*\}\s*\]r2rGmcq_u✅ MCQ : rI2u⚠️ Failed to parse MCQ z MCQs in 1u(📍 Distributing MCQs throughout slidesu📍 Placing all MCQs at endu🎉 GENERATION COMPLETEu📊 Final Statistics:z - Total time: z - Total items: z - Token count: z - Images assigned: )rMrNu❌ MCQ generation failed: u❌ FATAL ERRORzError: zContent generation failed: r)4r"r%infor GROQ_API_KEYr from_templaterk rate_limiterr+invokejsonloadsrLr$rMJSONDecodeErrorerrorr< Exceptiondictsorteditemsr4r(r5r=r&keysrr7valuesr3joinrVr'rWr`rSrardrerf enumeraterFrIrJrKlistrP traceback format_exc)7rlrmrnrorprqrrgeneration_startllmslide_content_template slide_prompt slide_chainslide_gen_start raw_resultslide_gen_time result_dataresulteordered_slides slide_key slide_content success_count failed_count viz_prompt image_start image_url image_timerNrQ all_contextrslidetitleparas full_context mcq_template mcq_prompt mcq_start mcq_resultmcq_timerW array_matchmcq_listmcqsidxmcq_datamcq final_content slide_keysinterval mcq_countermcq_key mcq_contentgeneration_timerrrr"generate_slide_content_from_prompts           2   $                            .($   *                   r__main__r{u+🧪 TESTING STORIGO CONTENT GENERATOR v7.0zQ================================================================================ z/Kitchen safety and food handling best practicesrtrTrrir )rlrmrnrorprqrru📋 TEST RESULTSrscc|] }|drdVqdS)slide_r Nr`.0krrr 3rccr)rr Nrrrrrr4rccs2|]\}}|drt|dr|jrdVqdS)rr7r N)r`r_r7)rrr?rrrr5s z Total items: z - Slides: z - MCQs: z - Images assigned: rz Token count: u 📸 Image URLs:rr7u✅u⚠️z rrr:u ✅ Test completed successfully!)Ar/osr"randomrSrrequestslangchain_groqrlangchain_core.promptsrlangchain_core.output_parsersrrpydanticrrrtypingr r r r collectionsr threadingrloggingstorigo_image_generatorrr basicConfigINFO getLoggerr,r%rrr0rFrLrPr<rOrVrkboolrprint test_resultsumrMr slide_count mcq_countrimages_with_urlr$rNrrWr`getattrimgstatusrrrrs              $