{ "cells": [ { "cell_type": "markdown", "id": "63ad95cf-88e6-432f-bc87-07061e74f87b", "metadata": {}, "source": [ "# Contextual keywords generation for Financial report document\n", "In this Example we will use a Financial report document taken from https://github.com/patronus-ai/financebench/tree/main/pdfs\n", "\n", "**Steps**:\n", "1) Parse financial report document (pdf file) using LlamaParse.\n", "2) Split document into chunks. Here we use basic tokens-based chunking with constant chunk_size, but you can use any other method for chunking.\n", "3) Generate contextual keywords for each chunk.\n", "4) Create questions related to randomly selected chunks since a predefined test set is unavailable.\n", "5) Evaluate the method by retrieving the top five most relevant chunks based on cosine similarity between chunk and question embeddings, checking if the correct chunk is included.\n", "6) To compare results with raw content (without keywords), create a new index in the \"Create index\" section and modify the document structure by replacing Document(text='#'+x['keywords']+'\\n'+x['content'], .. ) with Document(text=x['content'], .. ).\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "7c9aca84-89dc-4a58-9079-d9fb3ef78197", "metadata": {}, "outputs": [], "source": [ "# Install dependencies\n", "!pip install tiktoken\n", "!pip install openai\n", "!pip install llama_parse\n", "!pip install llama_index\n", "\n", "import random\n", "from llama_parse import LlamaParse\n", "from llama_index.core import SimpleDirectoryReader\n", "from config import OPENAI_API_KEY, LLAMAPARSE_API_KEY\n", "\n", "# Enable nested async loops\n", "import nest_asyncio\n", "nest_asyncio.apply()\n" ] }, { "cell_type": "code", "execution_count": 6, "id": "1adeed54-5415-4b7e-83f8-ba92fe9c494b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING: parsing_instruction is deprecated. Use complemental_formatting_instruction or content_guideline_instruction instead.\n", "Started parsing the file under job_id eac9517e-8679-478f-82dc-3e03668c9180\n", ".......pdf file pages: 116\n" ] } ], "source": [ "# Parse pdf file\n", "parser = LlamaParse(\n", " api_key=LLAMAPARSE_API_KEY,\n", " result_type=\"markdown\" # \"markdown\" and \"text\" are available\n", ")\n", "\n", "# use SimpleDirectoryReader to parse our file\n", "file_extractor = {\".pdf\": parser}\n", "documents = SimpleDirectoryReader(input_files=['./data/AMAZON_2015_10K.pdf'], file_extractor=file_extractor).load_data()\n", "print(\"pdf file pages:\", len(documents))" ] }, { "cell_type": "code", "execution_count": 7, "id": "e562350c-ef4a-4657-856e-16e2c5da93cd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Generating keywords..\n", "Keywords_st:\n", " Here are the keywords required to fully understand each chunk:\n", "\n", "**Chunk 1**: Adobe Systems Incorporated, Form 10-K, Securities and Exchange Commission (SEC), fiscal year 2015, annual report.\n", "\n", "**Chunk 2**: Adobe Systems Incorporated, company information, address, phone number, securities registration, NASDAQ stock market.\n", "\n", "**Chunk 3**: Securities Exchange Act of 1934, reporting requirements, Interactive Data File, Regulation S-T, disclosure of delinquent filers.\n", "\n", "**Chunk 4**: Large accelerated filer, accelerated filer, non-accelerated filer, smaller reporting company, shell company, aggregate market value of common stock.\n", "\n", "**Chunk 5**: Market value of common stock, number of shares outstanding, documents incorporated by reference, Proxy Statement.\n", "\n", "**Chunk 6**: Table of contents, Form 10-K, Adobe Systems Incorporated, business overview, risk factors, financial statements.\n", "\n", "**Chunk 7**: Management's discussion and analysis of financial condition and results of operations, quantitative and qualitative disclosures about market risk.\n", "\n", "**Chunk 8**: Signatures, summary of trademarks, index to exhibits, forward-looking statements.\n", "\n", "**Chunk 9**: Forward-looking statements, risk factors, U.S. Securities and Exchange Commission (SEC), Quarterly Reports on Form 10-Q.\n", "\n", "**Chunk 10**: Adobe Systems Incorporated, business overview, products and services, software-as-a-service (SaaS) model, cloud-based model.\n", "\n", "**Chunk 11**: Adobe Systems Incorporated, operations, geographical information, Notes to Consolidated Financial Statements, company history. \n", "\n", "page_end: 11 [['Adobe Systems Incorporated', 'Form 10-K', 'Securities and Exchange Commission (SEC)', 'fiscal year 2015', 'annual report.'], ['Adobe Systems Incorporated', 'company information', 'address', 'phone number', 'securities registration', 'NASDAQ stock market.'], ['Securities Exchange Act of 1934', 'reporting requirements', 'Interactive Data File', 'Regulation S-T', 'disclosure of delinquent filers.'], ['Large accelerated filer', 'accelerated filer', 'non-accelerated filer', 'smaller reporting company', 'shell company', 'aggregate market value of common stock.'], ['Market value of common stock', 'number of shares outstanding', 'documents incorporated by reference', 'Proxy Statement.'], ['Table of contents', 'Form 10-K', 'Adobe Systems Incorporated', 'business overview', 'risk factors', 'financial statements.'], [\"Management's discussion and analysis of financial condition and results of operations\", 'quantitative and qualitative disclosures about market risk.'], ['Signatures', 'summary of trademarks', 'index to exhibits', 'forward-looking statements.'], ['Forward-looking statements', 'risk factors', 'U.S. Securities and Exchange Commission (SEC)', 'Quarterly Reports on Form 10-Q.'], ['Adobe Systems Incorporated', 'business overview', 'products and services', 'software-as-a-service (SaaS) model', 'cloud-based model.'], ['Adobe Systems Incorporated', 'operations', 'geographical information', 'Notes to Consolidated Financial Statements', 'company history.']] 11 11\n", "Keywords_st:\n", " Here are the keywords required to fully understand each chunk:\n", "\n", "### Chunk 1 ###\n", "Adobe, digital media, digital marketing, creative professionals, content creation, customer experience, return on investment\n", "\n", "### Chunk 2 ###\n", "Adobe, digital marketing, data transactions, SaaS products, analytics, social media, targeting, media optimization, digital experience management, cross-channel campaign management, audience management, video solutions\n", "\n", "### Chunk 3 ###\n", "Adobe, business segments, Digital Media, Digital Marketing, Print and Publishing, strategic growth opportunities, market trends\n", "\n", "### Chunk 4 ###\n", "Adobe, digital media, market opportunity, mobile computing, rich media, online social communities, cloud-based offerings, subscription-based model\n", "\n", "### Chunk 5 ###\n", "Adobe, Creative Cloud, creative professionals, graphic designers, web designers, developers, user interface designers, videographers, motion graphic artists, prepress professionals, video game developers, mobile application developers\n", "\n", "### Chunk 6 ###\n", "Adobe, Digital Media, hobbyist products, Adobe Photoshop Elements, Adobe Premiere Elements, Adobe Digital Publishing Solution, Adobe Typekit, mobile apps\n", "\n", "### Chunk 7 ###\n", "Adobe, Document Cloud, Acrobat, electronic documents, collaboration, security, Adobe PDF, document services, knowledge workers\n", "\n", "### Chunk 8 ###\n", "Adobe, Creative Cloud, subscription model, recurring revenue, customer adoption, migration from perpetual licenses\n", "\n", "### Chunk 9 ###\n", "Adobe, Creative Cloud, innovation, cloud-based functionality, Creative Cloud Libraries, Adobe CreativeSync, Adobe Stock, promotions, channel partners\n", "\n", "### Chunk 10 ###\n", "Adobe, Document Cloud, Acrobat, market adoption, document-intensive industries, subscription-based pricing, marketing strategy\n", "\n", "### Chunk 11 ###\n", "Adobe, Document Cloud, Adobe eSign, contract workflows, paper-based solutions, green alternative, revenue growth\n", "\n", "Let me know if you'd like me to clarify or expand on any of these keywords! \n", "\n", "page_end: 22 [['Adobe', 'digital media', 'digital marketing', 'creative professionals', 'content creation', 'customer experience', 'return on investment'], ['Adobe', 'digital marketing', 'data transactions', 'SaaS products', 'analytics', 'social media', 'targeting', 'media optimization', 'digital experience management', 'cross-channel campaign management', 'audience management', 'video solutions'], ['Adobe', 'business segments', 'Digital Media', 'Digital Marketing', 'Print and Publishing', 'strategic growth opportunities', 'market trends'], ['Adobe', 'digital media', 'market opportunity', 'mobile computing', 'rich media', 'online social communities', 'cloud-based offerings', 'subscription-based model'], ['Adobe', 'Creative Cloud', 'creative professionals', 'graphic designers', 'web designers', 'developers', 'user interface designers', 'videographers', 'motion graphic artists', 'prepress professionals', 'video game developers', 'mobile application developers'], ['Adobe', 'Digital Media', 'hobbyist products', 'Adobe Photoshop Elements', 'Adobe Premiere Elements', 'Adobe Digital Publishing Solution', 'Adobe Typekit', 'mobile apps'], ['Adobe', 'Document Cloud', 'Acrobat', 'electronic documents', 'collaboration', 'security', 'Adobe PDF', 'document services', 'knowledge workers'], ['Adobe', 'Creative Cloud', 'subscription model', 'recurring revenue', 'customer adoption', 'migration from perpetual licenses'], ['Adobe', 'Creative Cloud', 'innovation', 'cloud-based functionality', 'Creative Cloud Libraries', 'Adobe CreativeSync', 'Adobe Stock', 'promotions', 'channel partners'], ['Adobe', 'Document Cloud', 'Acrobat', 'market adoption', 'document-intensive industries', 'subscription-based pricing', 'marketing strategy'], ['Adobe', 'Document Cloud', 'Adobe eSign', 'contract workflows', 'paper-based solutions', 'green alternative', 'revenue growth', \"Let me know if you'd like me to clarify or expand on any of these keywords!\"]] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "Digital marketing, marketing budgets, digital media, advertising, customer experience, personalization, analytics, social marketing, targeting, media optimization.\n", "\n", "### Chunk 2 ###\n", "Adobe Marketing Cloud, marketing solutions, analytics, social marketing, targeting, media optimization, digital experience management, cross-channel campaign management, audience management, premium video delivery, monetization.\n", "\n", "### Chunk 3 ###\n", "Digital marketing, marketing workflows, Adobe Marketing Cloud, Digital Media, video workflow, delivery technologies, web content editors, web analysts, web marketing managers, enterprise software, Adobe Connect, Adobe LiveCycle.\n", "\n", "### Chunk 4 ###\n", "Adobe Marketing Cloud, marketing solutions, analytics, targeting, media optimization, digital experience management, cross-channel campaign management, audience management, predictive analytics, personalized customer experiences.\n", "\n", "### Chunk 5 ###\n", "Adobe Marketing Cloud, marketing solutions, cross-channel campaign management, social marketing, digital asset management, audience profiling, marketing automation, tag management, partner ecosystem.\n", "\n", "### Chunk 6 ###\n", "Digital marketing, Adobe Marketing Cloud, revenue growth, sales capacity, agency partnerships, system integrators, customer acquisition, deployment.\n", "\n", "### Chunk 7 ###\n", "Creative Cloud, digital content creation, subscription model, cloud storage, collaboration tools, file syncing, creative community, publishing services, mobile apps.\n", "\n", "### Chunk 8 ###\n", "Adobe Stock, online marketplace, creative assets, mobile apps, Photoshop, Illustrator, Premiere Pro, Lightroom, Creative Cloud services.\n", "\n", "### Chunk 9 ###\n", "Creative Cloud, licensing models, individual subscriptions, team subscriptions, enterprise term license agreements, channel partners, direct sales force.\n", "\n", "### Chunk 10 ###\n", "Photoshop, digital imaging software, photographers, designers, animators, web professionals, video professionals, Creative Cloud, subscription model.\n", "\n", "### Chunk 11 ###\n", "Illustrator, vector graphics software, designers, digital graphics, illustrations, Creative Cloud, subscription model, mobile apps, InDesign, page layout software, print and digital publishing. \n", "\n", "page_end: 33 [['Digital marketing', 'marketing budgets', 'digital media', 'advertising', 'customer experience', 'personalization', 'analytics', 'social marketing', 'targeting', 'media optimization.'], ['Adobe Marketing Cloud', 'marketing solutions', 'analytics', 'social marketing', 'targeting', 'media optimization', 'digital experience management', 'cross-channel campaign management', 'audience management', 'premium video delivery', 'monetization.'], ['Digital marketing', 'marketing workflows', 'Adobe Marketing Cloud', 'Digital Media', 'video workflow', 'delivery technologies', 'web content editors', 'web analysts', 'web marketing managers', 'enterprise software', 'Adobe Connect', 'Adobe LiveCycle.'], ['Adobe Marketing Cloud', 'marketing solutions', 'analytics', 'targeting', 'media optimization', 'digital experience management', 'cross-channel campaign management', 'audience management', 'predictive analytics', 'personalized customer experiences.'], ['Adobe Marketing Cloud', 'marketing solutions', 'cross-channel campaign management', 'social marketing', 'digital asset management', 'audience profiling', 'marketing automation', 'tag management', 'partner ecosystem.'], ['Digital marketing', 'Adobe Marketing Cloud', 'revenue growth', 'sales capacity', 'agency partnerships', 'system integrators', 'customer acquisition', 'deployment.'], ['Creative Cloud', 'digital content creation', 'subscription model', 'cloud storage', 'collaboration tools', 'file syncing', 'creative community', 'publishing services', 'mobile apps.'], ['Adobe Stock', 'online marketplace', 'creative assets', 'mobile apps', 'Photoshop', 'Illustrator', 'Premiere Pro', 'Lightroom', 'Creative Cloud services.'], ['Creative Cloud', 'licensing models', 'individual subscriptions', 'team subscriptions', 'enterprise term license agreements', 'channel partners', 'direct sales force.'], ['Photoshop', 'digital imaging software', 'photographers', 'designers', 'animators', 'web professionals', 'video professionals', 'Creative Cloud', 'subscription model.'], ['Illustrator', 'vector graphics software', 'designers', 'digital graphics', 'illustrations', 'Creative Cloud', 'subscription model', 'mobile apps', 'InDesign', 'page layout software', 'print and digital publishing.']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "Adobe Premiere Pro, video editing software, Mercury Playback Engine, Creative Cloud, video formats, graphics cards, Adobe Premiere Clip, Adobe Capture CC, Premiere Elements\n", "\n", "### Chunk 2 ###\n", "Adobe Premiere Elements, video editing software, hobbyists, video effects, transitions, custom DVDs, After Effects, animation software, motion graphics, visual effects, Creative Cloud\n", "\n", "### Chunk 3 ###\n", "Dreamweaver, web design software, responsive websites, Bootstrap framework, Device Preview, Adobe Stock, Typekit, Creative Cloud, Adobe Animate CC, animation software, HTML5 Canvas, WebGL\n", "\n", "### Chunk 4 ###\n", "Adobe Digital Publishing Solution, digital publishing, tablet devices, smartphones, hosted services, viewer technology, Creative Cloud, media publishers, brand organizations, enterprise customers, advertising agencies\n", "\n", "### Chunk 5 ###\n", "Adobe Typekit, font subscription service, Creative Cloud, font library, Behance, social community, creative work, Adobe Portfolio, website builder\n", "\n", "### Chunk 6 ###\n", "Adobe Acrobat DC, PDF creation software, document management, digital workflows, Creative Cloud, Document Cloud, Acrobat Pro, Acrobat Standard, mobile app\n", "\n", "### Chunk 7 ###\n", "Adobe Marketing Cloud, marketing solutions, Adobe Analytics, data analysis, Adobe Target, content testing, personalization, Adobe Social, social media management, Adobe Media Optimizer, ad management\n", "\n", "### Chunk 8 ###\n", "Adobe Experience Manager, content management, digital marketing channels, web content management, digital asset management, mobile app development, enterprise-level forms management, social capabilities\n", "\n", "### Chunk 9 ###\n", "Adobe Campaign, marketing automation, personalized experiences, consumer behavior, preferences, visual campaign orchestration, data integration, Adobe Audience Manager, data management platform\n", "\n", "### Chunk 10 ###\n", "Adobe Primetime, video publishing, advertising, analytics, modular platform, PayTV Pass, DRM, Ad Insertion, Ad Decisioning, Video Player SDK\n", "\n", "### Chunk 11 ###\n", "Competition, digital media market, software industry, market trends, customer needs, product innovation, information security, cyber-attacks, emerging standards, business models, technological changes \n", "\n", "page_end: 44 [['Adobe Premiere Pro', 'video editing software', 'Mercury Playback Engine', 'Creative Cloud', 'video formats', 'graphics cards', 'Adobe Premiere Clip', 'Adobe Capture CC', 'Premiere Elements'], ['Adobe Premiere Elements', 'video editing software', 'hobbyists', 'video effects', 'transitions', 'custom DVDs', 'After Effects', 'animation software', 'motion graphics', 'visual effects', 'Creative Cloud'], ['Dreamweaver', 'web design software', 'responsive websites', 'Bootstrap framework', 'Device Preview', 'Adobe Stock', 'Typekit', 'Creative Cloud', 'Adobe Animate CC', 'animation software', 'HTML5 Canvas', 'WebGL'], ['Adobe Digital Publishing Solution', 'digital publishing', 'tablet devices', 'smartphones', 'hosted services', 'viewer technology', 'Creative Cloud', 'media publishers', 'brand organizations', 'enterprise customers', 'advertising agencies'], ['Adobe Typekit', 'font subscription service', 'Creative Cloud', 'font library', 'Behance', 'social community', 'creative work', 'Adobe Portfolio', 'website builder'], ['Adobe Acrobat DC', 'PDF creation software', 'document management', 'digital workflows', 'Creative Cloud', 'Document Cloud', 'Acrobat Pro', 'Acrobat Standard', 'mobile app'], ['Adobe Marketing Cloud', 'marketing solutions', 'Adobe Analytics', 'data analysis', 'Adobe Target', 'content testing', 'personalization', 'Adobe Social', 'social media management', 'Adobe Media Optimizer', 'ad management'], ['Adobe Experience Manager', 'content management', 'digital marketing channels', 'web content management', 'digital asset management', 'mobile app development', 'enterprise-level forms management', 'social capabilities'], ['Adobe Campaign', 'marketing automation', 'personalized experiences', 'consumer behavior', 'preferences', 'visual campaign orchestration', 'data integration', 'Adobe Audience Manager', 'data management platform'], ['Adobe Primetime', 'video publishing', 'advertising', 'analytics', 'modular platform', 'PayTV Pass', 'DRM', 'Ad Insertion', 'Ad Decisioning', 'Video Player SDK'], ['Competition', 'digital media market', 'software industry', 'market trends', 'customer needs', 'product innovation', 'information security', 'cyber-attacks', 'emerging standards', 'business models', 'technological changes']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "**Chunk 1**: Adobe, digital imaging, video editing, software competition, Photoshop, Lightroom, After Effects, Premiere Pro, professional web page layout, web content creation tools\n", "\n", "**Chunk 2**: Adobe, consumer digital imaging, video editing, competition, OEM bundling, retail distribution, stock content market, Shutterstock, Getty Images, Adobe Stock\n", "\n", "**Chunk 3**: Adobe, imaging and video software, smartphone and tablet manufacturers, social networking platforms, online storage, synchronization, image editing, video editing\n", "\n", "**Chunk 4**: Adobe, Digital Publishing Solution, competition, publishers, media companies, design agencies, Amazon, Apple, Google, digital document creation, storage, collaboration\n", "\n", "**Chunk 5**: Adobe, electronic signatures, Adobe eSign Services, competition, DocuSign, Citrix, digital documents\n", "\n", "**Chunk 6**: Adobe, Digital Marketing, competition, Google, IBM, Oracle, salesforce.com, SAP, SAS, Teradata, SaaS solutions, marketing and optimization, online and social marketing\n", "\n", "**Chunk 7**: Adobe, competition, cost alternatives, enterprise and low-cost alternatives, feature set, user experience, scalability, performance, industry standards\n", "\n", "**Chunk 8**: Adobe, creative and digital agencies, competition, digital marketing technology platforms, comprehensive solutions, content and data, analytics, personalization\n", "\n", "**Chunk 9**: Adobe, Print and Publishing, competition, electronic and web publishing systems, XML-based publishing companies, desktop publishing products, quality and features, ease of use, printer service support\n", "\n", "**Chunk 10**: Adobe, marketing and sales, distribution channels, OEM and hardware bundle customers, software subscription model, perpetual licenses, maintenance and support\n", "\n", "**Chunk 11**: Adobe, order fulfillment, distribution, procurement, production, inventory, fulfillment activities, third-party outsourcing, services and subscription-based business model \n", "\n", "page_end: 55 [['Adobe', 'digital imaging', 'video editing', 'software competition', 'Photoshop', 'Lightroom', 'After Effects', 'Premiere Pro', 'professional web page layout', 'web content creation tools'], ['Adobe', 'consumer digital imaging', 'video editing', 'competition', 'OEM bundling', 'retail distribution', 'stock content market', 'Shutterstock', 'Getty Images', 'Adobe Stock'], ['Adobe', 'imaging and video software', 'smartphone and tablet manufacturers', 'social networking platforms', 'online storage', 'synchronization', 'image editing', 'video editing'], ['Adobe', 'Digital Publishing Solution', 'competition', 'publishers', 'media companies', 'design agencies', 'Amazon', 'Apple', 'Google', 'digital document creation', 'storage', 'collaboration'], ['Adobe', 'electronic signatures', 'Adobe eSign Services', 'competition', 'DocuSign', 'Citrix', 'digital documents'], ['Adobe', 'Digital Marketing', 'competition', 'Google', 'IBM', 'Oracle', 'salesforce.com', 'SAP', 'SAS', 'Teradata', 'SaaS solutions', 'marketing and optimization', 'online and social marketing'], ['Adobe', 'competition', 'cost alternatives', 'enterprise and low-cost alternatives', 'feature set', 'user experience', 'scalability', 'performance', 'industry standards'], ['Adobe', 'creative and digital agencies', 'competition', 'digital marketing technology platforms', 'comprehensive solutions', 'content and data', 'analytics', 'personalization'], ['Adobe', 'Print and Publishing', 'competition', 'electronic and web publishing systems', 'XML-based publishing companies', 'desktop publishing products', 'quality and features', 'ease of use', 'printer service support'], ['Adobe', 'marketing and sales', 'distribution channels', 'OEM and hardware bundle customers', 'software subscription model', 'perpetual licenses', 'maintenance and support'], ['Adobe', 'order fulfillment', 'distribution', 'procurement', 'production', 'inventory', 'fulfillment activities', 'third-party outsourcing', 'services and subscription-based business model']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "**Chunk 1**: Adobe, cloud solutions, licensed products, consulting services, software maintenance, technical support fees, training fees\n", "\n", "**Chunk 2**: Adobe Global Services, partner ecosystem, system integrators, value-added resellers, digital agencies, solution partners, customer success account management\n", "\n", "**Chunk 3**: Customer Success Account Management, post-sales support, customer retention, technical support, maintenance and support services, subscription products, perpetual license customers\n", "\n", "**Chunk 4**: Technical Support, product support, global support organization, support programs, fee-based incidents, annual support contract options, premium services, training services\n", "\n", "**Chunk 5**: Training Services, free online self-service learning, fee-based education options, classroom training, virtual training, on-demand training, certifications, custom learning and education services\n", "\n", "**Chunk 6**: Product Development, software industry, research and development expenses, intellectual property, patents, trademarks, trade secrets\n", "\n", "**Chunk 7**: Product Protection, copyrights, patents, trademarks, trade secrets, licensing agreements, software piracy, piracy conversion and prevention programs\n", "\n", "**Chunk 8**: Product Licensing, \"right to use\" basis, SaaS model, on-demand model, hosted software, software piracy, licensing agreements\n", "\n", "**Chunk 9**: Employee Information, employee count, work stoppages, employee relations, available information, investor relations website\n", "\n", "**Chunk 10**: Executive Officers, Shantanu Narayen, President and Chief Executive Officer, Mark Garrett, Executive Vice President and Chief Financial Officer\n", "\n", "**Chunk 11**: Executive Officers, Matthew Thompson, Executive Vice President, Worldwide Field Operations, biographies of executive officers. \n", "\n", "page_end: 66 [['Adobe', 'cloud solutions', 'licensed products', 'consulting services', 'software maintenance', 'technical support fees', 'training fees'], ['Adobe Global Services', 'partner ecosystem', 'system integrators', 'value-added resellers', 'digital agencies', 'solution partners', 'customer success account management'], ['Customer Success Account Management', 'post-sales support', 'customer retention', 'technical support', 'maintenance and support services', 'subscription products', 'perpetual license customers'], ['Technical Support', 'product support', 'global support organization', 'support programs', 'fee-based incidents', 'annual support contract options', 'premium services', 'training services'], ['Training Services', 'free online self-service learning', 'fee-based education options', 'classroom training', 'virtual training', 'on-demand training', 'certifications', 'custom learning and education services'], ['Product Development', 'software industry', 'research and development expenses', 'intellectual property', 'patents', 'trademarks', 'trade secrets'], ['Product Protection', 'copyrights', 'patents', 'trademarks', 'trade secrets', 'licensing agreements', 'software piracy', 'piracy conversion and prevention programs'], ['Product Licensing', '\"right to use\" basis', 'SaaS model', 'on-demand model', 'hosted software', 'software piracy', 'licensing agreements'], ['Employee Information', 'employee count', 'work stoppages', 'employee relations', 'available information', 'investor relations website'], ['Executive Officers', 'Shantanu Narayen', 'President and Chief Executive Officer', 'Mark Garrett', 'Executive Vice President and Chief Financial Officer'], ['Executive Officers', 'Matthew Thompson', 'Executive Vice President', 'Worldwide Field Operations', 'biographies of executive officers.']] 11 11\n", "Keywords_st:\n", " Here are the keywords required to fully understand each chunk:\n", "\n", "### Chunk 1 ###\n", "Michael Thompson, Calico Commerce, Cadence Design Systems, executive biography\n", "\n", "### Chunk 2 ###\n", "Michael Dillon, Adobe, Silver Spring Networks, Sun Microsystems, Oracle Corporation, executive biography\n", "\n", "### Chunk 3 ###\n", "Michael Dillon, Adobe, Silver Spring Networks, Sun Microsystems, Oracle Corporation, executive biography, ONI Systems Corp\n", "\n", "### Chunk 4 ###\n", "Michael Dillon, Adobe, Silver Spring Networks, Sun Microsystems, Oracle Corporation, executive biography, ONI Systems Corp, Bryan Lamkin\n", "\n", "### Chunk 5 ###\n", "Bryan Lamkin, Adobe, Clover, Bagcheck, Yahoo!, Sutter Hill Ventures, executive biography\n", "\n", "### Chunk 6 ###\n", "Bryan Lamkin, Adobe, Clover, Bagcheck, Yahoo!, Sutter Hill Ventures, executive biography, digital media\n", "\n", "### Chunk 7 ###\n", "Bryan Lamkin, Adobe, Clover, Bagcheck, Yahoo!, Sutter Hill Ventures, executive biography, digital media, Ann Lewnes\n", "\n", "### Chunk 8 ###\n", "Ann Lewnes, Adobe, Intel Corporation, Mattel, executive biography, marketing\n", "\n", "### Chunk 9 ###\n", "Donna Morris, Adobe, Accelio Corporation, customer experience, employee experience, human resources, executive biography\n", "\n", "### Chunk 10 ###\n", "Donna Morris, Adobe, Accelio Corporation, customer experience, employee experience, human resources, executive biography, Abhay Parasnis\n", "\n", "### Chunk 11 ###\n", "Abhay Parasnis, Adobe, Kony, Oracle, Microsoft, cloud technology, executive biography, chief technology officer \n", "\n", "page_end: 77 [['Michael Thompson', 'Calico Commerce', 'Cadence Design Systems', 'executive biography'], ['Michael Dillon', 'Adobe', 'Silver Spring Networks', 'Sun Microsystems', 'Oracle Corporation', 'executive biography'], ['Michael Dillon', 'Adobe', 'Silver Spring Networks', 'Sun Microsystems', 'Oracle Corporation', 'executive biography', 'ONI Systems Corp'], ['Michael Dillon', 'Adobe', 'Silver Spring Networks', 'Sun Microsystems', 'Oracle Corporation', 'executive biography', 'ONI Systems Corp', 'Bryan Lamkin'], ['Bryan Lamkin', 'Adobe', 'Clover', 'Bagcheck', 'Yahoo!', 'Sutter Hill Ventures', 'executive biography'], ['Bryan Lamkin', 'Adobe', 'Clover', 'Bagcheck', 'Yahoo!', 'Sutter Hill Ventures', 'executive biography', 'digital media'], ['Bryan Lamkin', 'Adobe', 'Clover', 'Bagcheck', 'Yahoo!', 'Sutter Hill Ventures', 'executive biography', 'digital media', 'Ann Lewnes'], ['Ann Lewnes', 'Adobe', 'Intel Corporation', 'Mattel', 'executive biography', 'marketing'], ['Donna Morris', 'Adobe', 'Accelio Corporation', 'customer experience', 'employee experience', 'human resources', 'executive biography'], ['Donna Morris', 'Adobe', 'Accelio Corporation', 'customer experience', 'employee experience', 'human resources', 'executive biography', 'Abhay Parasnis'], ['Abhay Parasnis', 'Adobe', 'Kony', 'Oracle', 'Microsoft', 'cloud technology', 'executive biography', 'chief technology officer']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "Adobe executives, career backgrounds, Oracle, Microsoft, Omniture\n", "\n", "### Chunk 2 ###\n", "Bradley Rencher, Adobe Digital Marketing, Morgan Stanley, RBC Capital Markets\n", "\n", "### Chunk 3 ###\n", "Adobe Digital Marketing, Omniture, Morgan Stanley, RBC Capital Markets\n", "\n", "### Chunk 4 ###\n", "Richard T. Rowley, Adobe Corporate Controller, Synopsys, accounting\n", "\n", "### Chunk 5 ###\n", "Adobe risk factors, product development, market competition, customer requirements\n", "\n", "### Chunk 6 ###\n", "Adobe product strategy, mobile devices, personal computers, tablet devices\n", "\n", "### Chunk 7 ###\n", "Adobe competition, new technologies, industry standards, business models\n", "\n", "### Chunk 8 ###\n", "Digital application marketplaces, software delivery, emerging technologies, competition\n", "\n", "### Chunk 9 ###\n", "Cookie-based advertising, ad-blocking software, internet browsers, consumer behavior\n", "\n", "### Chunk 10 ###\n", "Adobe business models, market transitions, cloud-based services, subscription-based licensing\n", "\n", "### Chunk 11 ###\n", "Open-source technology, industry standardization, customer requirements, market acceptance \n", "\n", "page_end: 88 [['Adobe executives', 'career backgrounds', 'Oracle', 'Microsoft', 'Omniture'], ['Bradley Rencher', 'Adobe Digital Marketing', 'Morgan Stanley', 'RBC Capital Markets'], ['Adobe Digital Marketing', 'Omniture', 'Morgan Stanley', 'RBC Capital Markets'], ['Richard T. Rowley', 'Adobe Corporate Controller', 'Synopsys', 'accounting'], ['Adobe risk factors', 'product development', 'market competition', 'customer requirements'], ['Adobe product strategy', 'mobile devices', 'personal computers', 'tablet devices'], ['Adobe competition', 'new technologies', 'industry standards', 'business models'], ['Digital application marketplaces', 'software delivery', 'emerging technologies', 'competition'], ['Cookie-based advertising', 'ad-blocking software', 'internet browsers', 'consumer behavior'], ['Adobe business models', 'market transitions', 'cloud-based services', 'subscription-based licensing'], ['Open-source technology', 'industry standardization', 'customer requirements', 'market acceptance']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "* Business model transition\n", "* Competitive environment\n", "* Subscription offerings\n", "* Revenue recognition\n", "* Cash flows\n", "* Adobe's financial results\n", "\n", "### Chunk 2 ###\n", "* Subscription-based services\n", "* Hosted services\n", "* Enterprise customers\n", "* ETLAs (Enterprise Term License Agreements)\n", "* Revenue recognition\n", "* Sales cycles\n", "* Adobe's financial results\n", "\n", "### Chunk 3 ###\n", "* Economic conditions\n", "* Political conditions\n", "* Global business risks\n", "* Customer spending habits\n", "* Government spending cuts\n", "* Adobe's revenue and financial condition\n", "\n", "### Chunk 4 ###\n", "* Financial institution credit crisis\n", "* Credit availability\n", "* Customer financial stability\n", "* Distribution partners and channels\n", "* Banking partners\n", "* Adobe's business and financial condition\n", "\n", "### Chunk 5 ###\n", "* Cloud strategy\n", "* Subscription model\n", "* Product development\n", "* Cloud operations\n", "* Customer concerns\n", "* Competitive offerings\n", "* Adobe's revenue and operating results\n", "\n", "### Chunk 6 ###\n", "* Hosted business model\n", "* Subscription agreements\n", "* Renewal rates\n", "* Customer satisfaction\n", "* Service reliability\n", "* Information security\n", "* Adobe's revenue and operating results\n", "\n", "### Chunk 7 ###\n", "* Customer renewal rates\n", "* Customer satisfaction\n", "* Service features and functionality\n", "* Prices and pricing strategy\n", "* Competitive offerings\n", "* Economic conditions\n", "* Adobe's revenue and operating results\n", "\n", "### Chunk 8 ###\n", "* Security vulnerabilities\n", "* Cyber-attacks\n", "* Data breaches\n", "* Liability claims\n", "* Customer confidence\n", "* Brand and reputation damage\n", "* Adobe's business and financial condition\n", "\n", "### Chunk 9 ###\n", "* Cyber-security threats\n", "* Malicious software programs\n", "* Bugs and defects\n", "* System security\n", "* Customer data protection\n", "* Adobe's business and financial condition\n", "\n", "### Chunk 10 ###\n", "* Data breaches\n", "* Unauthorized access\n", "* Sensitive information disclosure\n", "* Litigation and liability\n", "* Governmental inquiry and oversight\n", "* Brand and reputation damage\n", "* Adobe's business and financial condition\n", "\n", "### Chunk 11 ###\n", "* Security vulnerabilities\n", "* Cyber-attacks\n", "* Code hardening\n", "* Penetration tests\n", "* Incident response\n", "* Operating margins\n", "* Customer confidence\n", "* Adobe's business and financial condition \n", "\n", "page_end: 99 [['* Business model transition', '* Competitive environment', '* Subscription offerings', '* Revenue recognition', '* Cash flows', \"* Adobe's financial results\"], ['* Subscription-based services', '* Hosted services', '* Enterprise customers', '* ETLAs (Enterprise Term License Agreements)', '* Revenue recognition', '* Sales cycles', \"* Adobe's financial results\"], ['* Economic conditions', '* Political conditions', '* Global business risks', '* Customer spending habits', '* Government spending cuts', \"* Adobe's revenue and financial condition\"], ['* Financial institution credit crisis', '* Credit availability', '* Customer financial stability', '* Distribution partners and channels', '* Banking partners', \"* Adobe's business and financial condition\"], ['* Cloud strategy', '* Subscription model', '* Product development', '* Cloud operations', '* Customer concerns', '* Competitive offerings', \"* Adobe's revenue and operating results\"], ['* Hosted business model', '* Subscription agreements', '* Renewal rates', '* Customer satisfaction', '* Service reliability', '* Information security', \"* Adobe's revenue and operating results\"], ['* Customer renewal rates', '* Customer satisfaction', '* Service features and functionality', '* Prices and pricing strategy', '* Competitive offerings', '* Economic conditions', \"* Adobe's revenue and operating results\"], ['* Security vulnerabilities', '* Cyber-attacks', '* Data breaches', '* Liability claims', '* Customer confidence', '* Brand and reputation damage', \"* Adobe's business and financial condition\"], ['* Cyber-security threats', '* Malicious software programs', '* Bugs and defects', '* System security', '* Customer data protection', \"* Adobe's business and financial condition\"], ['* Data breaches', '* Unauthorized access', '* Sensitive information disclosure', '* Litigation and liability', '* Governmental inquiry and oversight', '* Brand and reputation damage', \"* Adobe's business and financial condition\"], ['* Security vulnerabilities', '* Cyber-attacks', '* Code hardening', '* Penetration tests', '* Incident response', '* Operating margins', '* Customer confidence', \"* Adobe's business and financial condition\"]] 11 11\n", "Keywords_st:\n", " Here are the keywords required to fully understand each chunk:\n", "\n", "**Chunk 1**: Cyber-attacks, data security, customer data, financial results, stock price, reputation\n", "\n", "**Chunk 2**: Hosted services, third-party service providers, data centers, disaster recovery, business continuity\n", "\n", "**Chunk 3**: Customer data, security incidents, unauthorized access, data breaches, liability\n", "\n", "**Chunk 4**: Data loss, data corruption, hardware failures, software failures, network security, malware\n", "\n", "**Chunk 5**: Acquisitions, integration, business disruption, financial benefits, liability\n", "\n", "**Chunk 6**: Acquisition risks, integration challenges, financial goals, tax benefits, litigation\n", "\n", "**Chunk 7**: Acquisition risks, due diligence, intellectual property, data security, privacy practices\n", "\n", "**Chunk 8**: Acquisition transactions, integration, financial position, intellectual property rights\n", "\n", "**Chunk 9**: Intellectual property disputes, litigation, patent rights, licensing arrangements, indemnification\n", "\n", "**Chunk 10**: Intellectual property portfolio, source code, piracy, trade secrets, confidentiality agreements\n", "\n", "**Chunk 11**: Regulatory focus, privacy issues, data protection laws, liability, global expansion \n", "\n", "page_end: 110 [['Cyber-attacks', 'data security', 'customer data', 'financial results', 'stock price', 'reputation'], ['Hosted services', 'third-party service providers', 'data centers', 'disaster recovery', 'business continuity'], ['Customer data', 'security incidents', 'unauthorized access', 'data breaches', 'liability'], ['Data loss', 'data corruption', 'hardware failures', 'software failures', 'network security', 'malware'], ['Acquisitions', 'integration', 'business disruption', 'financial benefits', 'liability'], ['Acquisition risks', 'integration challenges', 'financial goals', 'tax benefits', 'litigation'], ['Acquisition risks', 'due diligence', 'intellectual property', 'data security', 'privacy practices'], ['Acquisition transactions', 'integration', 'financial position', 'intellectual property rights'], ['Intellectual property disputes', 'litigation', 'patent rights', 'licensing arrangements', 'indemnification'], ['Intellectual property portfolio', 'source code', 'piracy', 'trade secrets', 'confidentiality agreements'], ['Regulatory focus', 'privacy issues', 'data protection laws', 'liability', 'global expansion']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "Privacy concerns, data collection, customer information, regulatory compliance, reputational harm\n", "\n", "### Chunk 2 ###\n", "Data protection laws, customer compliance, contractual obligations, opt-out options, regulatory action\n", "\n", "### Chunk 3 ###\n", "EU-US data transfer, Safe Harbor Framework, data protection regulations, European Court of Justice ruling\n", "\n", "### Chunk 4 ###\n", "Currency fluctuations, foreign exchange rates, hedging, global operations, financial condition\n", "\n", "### Chunk 5 ###\n", "Transaction processing, system errors, customer relationships, revenue impact, financial condition\n", "\n", "### Chunk 6 ###\n", "Sales channels, distribution management, third-party partnerships, revenue risks, reputational harm\n", "\n", "### Chunk 7 ###\n", "Distributor relationships, OEM partnerships, competitor products, sales performance, financial health\n", "\n", "### Chunk 8 ###\n", "Direct sales force, sales cycles, customer relationships, employee productivity, revenue growth\n", "\n", "### Chunk 9 ###\n", "Government contracts, procurement regulations, sales cycles, reputational risks, penalties\n", "\n", "### Chunk 10 ###\n", "Customer service outsourcing, technical support, third-party providers, reputational risks, customer satisfaction\n", "\n", "### Chunk 11 ###\n", "Enterprise sales cycles, complex sales processes, customer education, contract negotiations, revenue uncertainty \n", "\n", "page_end: 121 [['Privacy concerns', 'data collection', 'customer information', 'regulatory compliance', 'reputational harm'], ['Data protection laws', 'customer compliance', 'contractual obligations', 'opt-out options', 'regulatory action'], ['EU-US data transfer', 'Safe Harbor Framework', 'data protection regulations', 'European Court of Justice ruling'], ['Currency fluctuations', 'foreign exchange rates', 'hedging', 'global operations', 'financial condition'], ['Transaction processing', 'system errors', 'customer relationships', 'revenue impact', 'financial condition'], ['Sales channels', 'distribution management', 'third-party partnerships', 'revenue risks', 'reputational harm'], ['Distributor relationships', 'OEM partnerships', 'competitor products', 'sales performance', 'financial health'], ['Direct sales force', 'sales cycles', 'customer relationships', 'employee productivity', 'revenue growth'], ['Government contracts', 'procurement regulations', 'sales cycles', 'reputational risks', 'penalties'], ['Customer service outsourcing', 'technical support', 'third-party providers', 'reputational risks', 'customer satisfaction'], ['Enterprise sales cycles', 'complex sales processes', 'customer education', 'contract negotiations', 'revenue uncertainty']] 11 11\n", "Keywords_st:\n", " Here are the keywords required to fully understand each chunk:\n", "\n", "**Chunk 1**: Adobe, hosted services, third-party data centers, vulnerability to natural disasters, cyber-attacks, and system failures.\n", "\n", "**Chunk 2**: Adobe, San Francisco Bay Area, Salt Lake Valley Area, earthquake risk, business disruption, and data center destruction.\n", "\n", "**Chunk 3**: Adobe, climate change, droughts, access to clean water and reliable energy, natural disasters, and business disruptions.\n", "\n", "**Chunk 4**: Adobe, stock price volatility, revenue shortfalls, earnings shortfalls, market expectations, analyst estimates, and competitor activity.\n", "\n", "**Chunk 5**: Adobe, global regulatory compliance, laws and regulations, data security, trade protection, import and export control, and labor relations.\n", "\n", "**Chunk 6**: Adobe, multinational corporation risks, foreign currency fluctuations, international economic conditions, tax laws, and intellectual property protection.\n", "\n", "**Chunk 7**: Adobe, global business risks, foreign market risks, export licenses, tariffs, quotas, trade barriers, corruption, and terrorism.\n", "\n", "**Chunk 8**: Adobe, international operations, employee relationships, labor laws, wage and hour requirements, fair labor standards, and payroll taxes.\n", "\n", "**Chunk 9**: Adobe, debt obligations, senior unsecured notes, revolving credit facility, financial condition, cash flow, and credit ratings.\n", "\n", "**Chunk 10**: Adobe, accounting principles, GAAP, accounting interpretations, financial reporting, and changes in accounting standards.\n", "\n", "**Chunk 11**: Adobe, goodwill, intangible assets, impairment, accounting standards, GAAP, and financial reporting requirements. \n", "\n", "page_end: 132 [['Adobe', 'hosted services', 'third-party data centers', 'vulnerability to natural disasters', 'cyber-attacks', 'and system failures.'], ['Adobe', 'San Francisco Bay Area', 'Salt Lake Valley Area', 'earthquake risk', 'business disruption', 'and data center destruction.'], ['Adobe', 'climate change', 'droughts', 'access to clean water and reliable energy', 'natural disasters', 'and business disruptions.'], ['Adobe', 'stock price volatility', 'revenue shortfalls', 'earnings shortfalls', 'market expectations', 'analyst estimates', 'and competitor activity.'], ['Adobe', 'global regulatory compliance', 'laws and regulations', 'data security', 'trade protection', 'import and export control', 'and labor relations.'], ['Adobe', 'multinational corporation risks', 'foreign currency fluctuations', 'international economic conditions', 'tax laws', 'and intellectual property protection.'], ['Adobe', 'global business risks', 'foreign market risks', 'export licenses', 'tariffs', 'quotas', 'trade barriers', 'corruption', 'and terrorism.'], ['Adobe', 'international operations', 'employee relationships', 'labor laws', 'wage and hour requirements', 'fair labor standards', 'and payroll taxes.'], ['Adobe', 'debt obligations', 'senior unsecured notes', 'revolving credit facility', 'financial condition', 'cash flow', 'and credit ratings.'], ['Adobe', 'accounting principles', 'GAAP', 'accounting interpretations', 'financial reporting', 'and changes in accounting standards.'], ['Adobe', 'goodwill', 'intangible assets', 'impairment', 'accounting standards', 'GAAP', 'and financial reporting requirements.']] 11 11\n", "Keywords_st:\n", " Here are the keywords required to fully understand each chunk without any need for looking at the previous chunks:\n", "\n", "**Chunk 1**: Adobe, goodwill impairment, tax rules and regulations, U.S. and foreign tax jurisdictions, Irish subsidiaries.\n", "\n", "**Chunk 2**: Adobe, tax liability, foreign earnings, permanently reinvested earnings, U.S. federal statutory income tax rate, tax rates in jurisdictions.\n", "\n", "**Chunk 3**: Adobe, tax examinations, IRS, intercompany transfer pricing practices, potential adjustments, operating results and financial position.\n", "\n", "**Chunk 4**: Adobe, recruitment and retention of key personnel, senior management, succession planning, information technology industry, employee satisfaction.\n", "\n", "**Chunk 5**: Adobe, corporate culture, innovation, teamwork, employee satisfaction, integration of employees and businesses, acquisition.\n", "\n", "**Chunk 6**: Adobe, investment portfolio, financial markets, interest rate and credit risk, market liquidity and credit concerns, capital markets.\n", "\n", "**Chunk 7**: Adobe, properties, leases, operating leases, annual base rent expense, North America, India, research and development, sales and marketing.\n", "\n", "**Chunk 8**: Adobe, properties, square footage, research and development, sales and marketing, administration, North America, San Jose, San Francisco.\n", "\n", "**Chunk 9**: Adobe, properties, square footage, research and development, sales and marketing, administration, North America, Ottawa, New York.\n", "\n", "**Chunk 10**: Adobe, properties, square footage, research and development, sales and marketing, administration, India, Japan, Romania.\n", "\n", "**Chunk 11**: Adobe, properties, square footage, research and development, sales and marketing, administration, UK, Germany, France. \n", "\n", "page_end: 143 [['Adobe', 'goodwill impairment', 'tax rules and regulations', 'U.S. and foreign tax jurisdictions', 'Irish subsidiaries.'], ['Adobe', 'tax liability', 'foreign earnings', 'permanently reinvested earnings', 'U.S. federal statutory income tax rate', 'tax rates in jurisdictions.'], ['Adobe', 'tax examinations', 'IRS', 'intercompany transfer pricing practices', 'potential adjustments', 'operating results and financial position.'], ['Adobe', 'recruitment and retention of key personnel', 'senior management', 'succession planning', 'information technology industry', 'employee satisfaction.'], ['Adobe', 'corporate culture', 'innovation', 'teamwork', 'employee satisfaction', 'integration of employees and businesses', 'acquisition.'], ['Adobe', 'investment portfolio', 'financial markets', 'interest rate and credit risk', 'market liquidity and credit concerns', 'capital markets.'], ['Adobe', 'properties', 'leases', 'operating leases', 'annual base rent expense', 'North America', 'India', 'research and development', 'sales and marketing.'], ['Adobe', 'properties', 'square footage', 'research and development', 'sales and marketing', 'administration', 'North America', 'San Jose', 'San Francisco.'], ['Adobe', 'properties', 'square footage', 'research and development', 'sales and marketing', 'administration', 'North America', 'Ottawa', 'New York.'], ['Adobe', 'properties', 'square footage', 'research and development', 'sales and marketing', 'administration', 'India', 'Japan', 'Romania.'], ['Adobe', 'properties', 'square footage', 'research and development', 'sales and marketing', 'administration', 'UK', 'Germany', 'France.']] 11 11\n", "Keywords_st:\n", " Here are the keywords required to fully understand each chunk without needing to look at the previous chunks:\n", "\n", "**Chunk 1:** Adobe, facilities, sublease, Bangalore operations, intellectual property disputes, litigation\n", "\n", "**Chunk 2:** Intellectual property disputes, royalty and licensing arrangements, injunctions, indemnification commitments, antitrust litigation\n", "\n", "**Chunk 3:** Antitrust litigation, class action lawsuit, employee compensation, career opportunities, injunctive relief, monetary damages\n", "\n", "**Chunk 4:** Antitrust litigation, settlement, intellectual property disputes, commercial claims, employment claims, GAAP\n", "\n", "**Chunk 5:** Provision for liability, Audit Committee, independent registered public accounting firm, litigation costs, financial statements\n", "\n", "**Chunk 6:** Litigation, defenses, consolidated financial position, cash flows, results of operations, anti-piracy efforts, counter-claims\n", "\n", "**Chunk 7:** Adobe common stock, NASDAQ Global Select Market, stock prices, fiscal years 2015 and 2014\n", "\n", "**Chunk 8:** Stockholders, record holders, brokers, institutions, cash dividends, credit agreement, lease agreements\n", "\n", "**Chunk 9:** Stock repurchases, publicly announced plans, approximate dollar value, repurchase programs\n", "\n", "**Chunk 10:** Stock repurchase program, Board of Directors, repurchase authority, common stock, fiscal 2017\n", "\n", "**Chunk 11:** Selected financial data, consolidated financial statements, operations, revenue, gross profit, fiscal years 2011-2015 \n", "\n", "page_end: 154 [['** Adobe', 'facilities', 'sublease', 'Bangalore operations', 'intellectual property disputes', 'litigation'], ['** Intellectual property disputes', 'royalty and licensing arrangements', 'injunctions', 'indemnification commitments', 'antitrust litigation'], ['** Antitrust litigation', 'class action lawsuit', 'employee compensation', 'career opportunities', 'injunctive relief', 'monetary damages'], ['** Antitrust litigation', 'settlement', 'intellectual property disputes', 'commercial claims', 'employment claims', 'GAAP'], ['** Provision for liability', 'Audit Committee', 'independent registered public accounting firm', 'litigation costs', 'financial statements'], ['** Litigation', 'defenses', 'consolidated financial position', 'cash flows', 'results of operations', 'anti-piracy efforts', 'counter-claims'], ['** Adobe common stock', 'NASDAQ Global Select Market', 'stock prices', 'fiscal years 2015 and 2014'], ['** Stockholders', 'record holders', 'brokers', 'institutions', 'cash dividends', 'credit agreement', 'lease agreements'], ['** Stock repurchases', 'publicly announced plans', 'approximate dollar value', 'repurchase programs'], ['** Stock repurchase program', 'Board of Directors', 'repurchase authority', 'common stock', 'fiscal 2017'], ['** Selected financial data', 'consolidated financial statements', 'operations', 'revenue', 'gross profit', 'fiscal years 2011-2015']] 11 11\n", "Keywords_st:\n", " Here are the keywords required to understand each chunk:\n", "\n", "**Chunk 1**: Adobe financial statements, income before taxes, net income, net income per share, basic and diluted earnings per share.\n", "\n", "**Chunk 2**: Adobe financial position, cash and cash equivalents, short-term investments, working capital, total assets, shares used to compute net income per share.\n", "\n", "**Chunk 3**: Adobe financial position, debt and capital lease obligations, stockholders' equity, worldwide employees, financial statement data as of November 30.\n", "\n", "**Chunk 4**: Adobe acquisitions, Fotolia, Neolane, Behance, acquisition costs, integration into Digital Media and Digital Marketing segments.\n", "\n", "**Chunk 5**: Adobe acquisitions, immaterial business acquisitions, pro forma information, critical accounting policies and estimates.\n", "\n", "**Chunk 6**: Adobe critical accounting policies, revenue recognition, business combinations, goodwill impairment, income taxes, assumptions and judgments.\n", "\n", "**Chunk 7**: Adobe revenue recognition, software and software-related revenue, multiple element arrangements, vendor-specific objective evidence (VSOE).\n", "\n", "**Chunk 8**: Adobe revenue recognition, fair value, allocation of revenue, residual method, undelivered elements, maintenance and support services.\n", "\n", "**Chunk 9**: Adobe revenue recognition, non-software services, multiple-element arrangements, selling price hierarchy, VSOE, TPE, BESP.\n", "\n", "**Chunk 10**: Adobe revenue recognition, software and non-software elements, allocation of revenue, recognition criteria, best-estimated selling price (BESP).\n", "\n", "**Chunk 11**: Adobe revenue recognition, product revenue, estimated future returns, price protection, rebates, assumptions and judgments, financial position and results of operations. \n", "\n", "page_end: 165 [['Adobe financial statements', 'income before taxes', 'net income', 'net income per share', 'basic and diluted earnings per share.'], ['Adobe financial position', 'cash and cash equivalents', 'short-term investments', 'working capital', 'total assets', 'shares used to compute net income per share.'], ['Adobe financial position', 'debt and capital lease obligations', \"stockholders' equity\", 'worldwide employees', 'financial statement data as of November 30.'], ['Adobe acquisitions', 'Fotolia', 'Neolane', 'Behance', 'acquisition costs', 'integration into Digital Media and Digital Marketing segments.'], ['Adobe acquisitions', 'immaterial business acquisitions', 'pro forma information', 'critical accounting policies and estimates.'], ['Adobe critical accounting policies', 'revenue recognition', 'business combinations', 'goodwill impairment', 'income taxes', 'assumptions and judgments.'], ['Adobe revenue recognition', 'software and software-related revenue', 'multiple element arrangements', 'vendor-specific objective evidence (VSOE).'], ['Adobe revenue recognition', 'fair value', 'allocation of revenue', 'residual method', 'undelivered elements', 'maintenance and support services.'], ['Adobe revenue recognition', 'non-software services', 'multiple-element arrangements', 'selling price hierarchy', 'VSOE', 'TPE', 'BESP.'], ['Adobe revenue recognition', 'software and non-software elements', 'allocation of revenue', 'recognition criteria', 'best-estimated selling price (BESP).'], ['Adobe revenue recognition', 'product revenue', 'estimated future returns', 'price protection', 'rebates', 'assumptions and judgments', 'financial position and results of operations.']] 11 11\n", "Keywords_st:\n", " Here are the keywords required to fully understand each chunk:\n", "\n", "### Chunk 1 ###\n", "* Revenue recognition\n", "* Return estimates\n", "* Financial position\n", "* Results of operations\n", "* Industry environment\n", "\n", "### Chunk 2 ###\n", "* Revenue recognition criteria\n", "* Accounts receivable\n", "* Deferred revenue\n", "* Consulting revenue\n", "* Business combinations\n", "* Goodwill impairment\n", "\n", "### Chunk 3 ###\n", "* Goodwill impairment test\n", "* Fair value estimates\n", "* Assumptions and judgments\n", "* Financial results\n", "* Annual impairment test\n", "\n", "### Chunk 4 ###\n", "* Accounting for income taxes\n", "* Asset and liability method\n", "* Deferred tax assets and liabilities\n", "* Valuation allowance\n", "* Tax authorities\n", "* Income tax returns\n", "\n", "### Chunk 5 ###\n", "* Tax examinations\n", "* Intercompany transfer pricing\n", "* Provision for income taxes\n", "* Deferred tax assets\n", "* Predictions of future taxable income\n", "\n", "### Chunk 6 ###\n", "* Multinational company\n", "* Tax jurisdictions\n", "* Foreign earnings\n", "* Permanently reinvested earnings\n", "* U.S. tax liability\n", "* Foreign income taxes\n", "\n", "### Chunk 7 ###\n", "* Tax rates\n", "* Tax rules and regulations\n", "* Deferred tax assets and liabilities\n", "* Effective tax rates\n", "* Changes in tax laws\n", "\n", "### Chunk 8 ###\n", "* Recent accounting pronouncements\n", "* Balance sheet classification\n", "* Deferred taxes\n", "* Non-current classification\n", "* Financial Accounting Standards Board (FASB)\n", "\n", "### Chunk 9 ###\n", "* Revenue recognition standard\n", "* Contracts with customers\n", "* Transfer of promised goods or services\n", "* Retrospective or cumulative effect transition method\n", "* Effective date\n", "\n", "### Chunk 10 ###\n", "* Results of operations\n", "* Digital Media segment\n", "* Adobe Creative Cloud\n", "* Subscription-based offering\n", "* Perpetual licenses\n", "* Market leader\n", "\n", "### Chunk 11 ###\n", "* Creative Cloud offerings\n", "* Enterprise Term License Agreements (ETLAs)\n", "* Customer base expansion\n", "* Recurring and predictable revenue\n", "* Marketplace for Creative Cloud subscribers\n", "* Adobe Stock service \n", "\n", "page_end: 176 [['* Revenue recognition', '* Return estimates', '* Financial position', '* Results of operations', '* Industry environment'], ['* Revenue recognition criteria', '* Accounts receivable', '* Deferred revenue', '* Consulting revenue', '* Business combinations', '* Goodwill impairment'], ['* Goodwill impairment test', '* Fair value estimates', '* Assumptions and judgments', '* Financial results', '* Annual impairment test'], ['* Accounting for income taxes', '* Asset and liability method', '* Deferred tax assets and liabilities', '* Valuation allowance', '* Tax authorities', '* Income tax returns'], ['* Tax examinations', '* Intercompany transfer pricing', '* Provision for income taxes', '* Deferred tax assets', '* Predictions of future taxable income'], ['* Multinational company', '* Tax jurisdictions', '* Foreign earnings', '* Permanently reinvested earnings', '* U.S. tax liability', '* Foreign income taxes'], ['* Tax rates', '* Tax rules and regulations', '* Deferred tax assets and liabilities', '* Effective tax rates', '* Changes in tax laws'], ['* Recent accounting pronouncements', '* Balance sheet classification', '* Deferred taxes', '* Non-current classification', '* Financial Accounting Standards Board (FASB)'], ['* Revenue recognition standard', '* Contracts with customers', '* Transfer of promised goods or services', '* Retrospective or cumulative effect transition method', '* Effective date'], ['* Results of operations', '* Digital Media segment', '* Adobe Creative Cloud', '* Subscription-based offering', '* Perpetual licenses', '* Market leader'], ['* Creative Cloud offerings', '* Enterprise Term License Agreements (ETLAs)', '* Customer base expansion', '* Recurring and predictable revenue', '* Marketplace for Creative Cloud subscribers', '* Adobe Stock service']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "**Chunk 1**: Adobe, Digital Media, Document Cloud, Acrobat, Revenue decline, Perpetual licensing\n", "\n", "**Chunk 2**: Adobe, Digital Media, Annualized Recurring Revenue (ARR), Creative Cloud, Document Cloud, Financial performance\n", "\n", "**Chunk 3**: Adobe, Digital Media, Creative Cloud, Paid subscriptions, Document Cloud, ARR growth\n", "\n", "**Chunk 4**: Adobe, Digital Media, ARR, Currency rates, Digital Marketing, Marketing Cloud revenue\n", "\n", "**Chunk 5**: Adobe, Digital Media, ARR growth, Creative Cloud, Document Cloud, ETLAs, Marketing Cloud revenue\n", "\n", "**Chunk 6**: Adobe, Deferred revenue, Creative Cloud, ETLAs, Marketing Cloud, Fotolia acquisition, Cost of revenue\n", "\n", "**Chunk 7**: Adobe, Net income, Revenue growth, Net cash flow, Operating expenses\n", "\n", "**Chunk 8**: Adobe, Revenue, Subscription revenue, Product revenue, Services and support revenue\n", "\n", "**Chunk 9**: Adobe, Subscription revenue, Reportable segments, Digital Media, Digital Marketing, Print and Publishing\n", "\n", "**Chunk 10**: Adobe, Services and support revenue, Consulting, Training, Maintenance and support, Enterprise products\n", "\n", "**Chunk 11**: Adobe, Reportable segments, Digital Media, Digital Marketing, Print and Publishing, Product categorization \n", "\n", "page_end: 187 [['Adobe', 'Digital Media', 'Document Cloud', 'Acrobat', 'Revenue decline', 'Perpetual licensing'], ['Adobe', 'Digital Media', 'Annualized Recurring Revenue (ARR)', 'Creative Cloud', 'Document Cloud', 'Financial performance'], ['Adobe', 'Digital Media', 'Creative Cloud', 'Paid subscriptions', 'Document Cloud', 'ARR growth'], ['Adobe', 'Digital Media', 'ARR', 'Currency rates', 'Digital Marketing', 'Marketing Cloud revenue'], ['Adobe', 'Digital Media', 'ARR growth', 'Creative Cloud', 'Document Cloud', 'ETLAs', 'Marketing Cloud revenue'], ['Adobe', 'Deferred revenue', 'Creative Cloud', 'ETLAs', 'Marketing Cloud', 'Fotolia acquisition', 'Cost of revenue'], ['Adobe', 'Net income', 'Revenue growth', 'Net cash flow', 'Operating expenses'], ['Adobe', 'Revenue', 'Subscription revenue', 'Product revenue', 'Services and support revenue'], ['Adobe', 'Subscription revenue', 'Reportable segments', 'Digital Media', 'Digital Marketing', 'Print and Publishing'], ['Adobe', 'Services and support revenue', 'Consulting', 'Training', 'Maintenance and support', 'Enterprise products'], ['Adobe', 'Reportable segments', 'Digital Media', 'Digital Marketing', 'Print and Publishing', 'Product categorization']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "**Chunk 1:** Adobe revenue, fiscal years 2013-2015, revenue breakdown by segment (Digital Media, Digital Marketing, Print and Publishing)\n", "\n", "**Chunk 2:** Adobe Digital Media revenue, fiscal year 2015, Creative Cloud adoption, Document Cloud revenue\n", "\n", "**Chunk 3:** Adobe Digital Marketing revenue, fiscal year 2015, Adobe Marketing Cloud growth, AEM term-based offering\n", "\n", "**Chunk 4:** Adobe revenue, fiscal year 2014, Digital Media decline, Creative Cloud and Document Cloud revenue\n", "\n", "**Chunk 5:** Adobe Digital Marketing revenue, fiscal year 2014, Adobe Marketing Cloud growth, AEM adoption\n", "\n", "**Chunk 6:** Adobe revenue by geography, fiscal years 2013-2015, Americas, EMEA, APAC revenue breakdown\n", "\n", "**Chunk 7:** Adobe revenue by geography, fiscal year 2015, growth in Americas and EMEA, stable APAC revenue\n", "\n", "**Chunk 8:** Adobe revenue by geography, fiscal year 2014, growth in Americas and EMEA, decline in APAC\n", "\n", "**Chunk 9:** Adobe revenue by geography, fiscal year 2014, foreign currency impact, currency hedging program\n", "\n", "**Chunk 10:** Adobe foreign currency impact, fiscal years 2014-2015, currency hedging program, revenue impact\n", "\n", "**Chunk 11:** Adobe foreign currency impact, fiscal year 2014, currency hedging program, revenue impact, product backlog \n", "\n", "page_end: 198 [['** Adobe revenue', 'fiscal years 2013-2015', 'revenue breakdown by segment (Digital Media', 'Digital Marketing', 'Print and Publishing)'], ['** Adobe Digital Media revenue', 'fiscal year 2015', 'Creative Cloud adoption', 'Document Cloud revenue'], ['** Adobe Digital Marketing revenue', 'fiscal year 2015', 'Adobe Marketing Cloud growth', 'AEM term-based offering'], ['** Adobe revenue', 'fiscal year 2014', 'Digital Media decline', 'Creative Cloud and Document Cloud revenue'], ['** Adobe Digital Marketing revenue', 'fiscal year 2014', 'Adobe Marketing Cloud growth', 'AEM adoption'], ['** Adobe revenue by geography', 'fiscal years 2013-2015', 'Americas', 'EMEA', 'APAC revenue breakdown'], ['** Adobe revenue by geography', 'fiscal year 2015', 'growth in Americas and EMEA', 'stable APAC revenue'], ['** Adobe revenue by geography', 'fiscal year 2014', 'growth in Americas and EMEA', 'decline in APAC'], ['** Adobe revenue by geography', 'fiscal year 2014', 'foreign currency impact', 'currency hedging program'], ['** Adobe foreign currency impact', 'fiscal years 2014-2015', 'currency hedging program', 'revenue impact'], ['** Adobe foreign currency impact', 'fiscal year 2014', 'currency hedging program', 'revenue impact', 'product backlog']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "Adobe, financial statements, deferred revenue, unbilled deferred revenue backlog, subscription agreements, SaaS, managed services\n", "\n", "### Chunk 2 ###\n", "Adobe, unbilled deferred revenue backlog, subscription agreements, SaaS, managed services, customer renewals, foreign currency fluctuations\n", "\n", "### Chunk 3 ###\n", "Adobe, cost of revenue, subscription revenue, product revenue, services and support revenue, financial data (Fiscal 2015, 2014, 2013)\n", "\n", "### Chunk 4 ###\n", "Adobe, cost of subscription revenue, third-party royalties, network infrastructure, data center costs, depreciation expenses, amortization of intangible assets\n", "\n", "### Chunk 5 ###\n", "Adobe, cost of subscription revenue, data center costs, compensation and related benefits, royalty cost, depreciation expense, amortization of purchased intangibles\n", "\n", "### Chunk 6 ###\n", "Adobe, cost of subscription revenue, data center costs, compensation and related benefits, depreciation expense, royalty cost (Fiscal 2014 vs Fiscal 2013)\n", "\n", "### Chunk 7 ###\n", "Adobe, cost of product revenue, product packaging, third-party royalties, excess and obsolete inventory, amortization of purchased intangibles\n", "\n", "### Chunk 8 ###\n", "Adobe, cost of product revenue, amortization of purchased intangibles, technology license arrangements, cost of sales, royalty cost (Fiscal 2014 vs Fiscal 2013)\n", "\n", "### Chunk 9 ###\n", "Adobe, cost of services and support revenue, employee-related costs, consulting services, training and product support\n", "\n", "### Chunk 10 ###\n", "Adobe, operating expenses, research and development, sales and marketing, general and administrative, restructuring and other charges, amortization of purchased intangibles\n", "\n", "### Chunk 11 ###\n", "Adobe, research and development, sales and marketing, general and administrative expenses, compensation and related benefits, headcount, stock-based compensation \n", "\n", "page_end: 209 [['Adobe', 'financial statements', 'deferred revenue', 'unbilled deferred revenue backlog', 'subscription agreements', 'SaaS', 'managed services'], ['Adobe', 'unbilled deferred revenue backlog', 'subscription agreements', 'SaaS', 'managed services', 'customer renewals', 'foreign currency fluctuations'], ['Adobe', 'cost of revenue', 'subscription revenue', 'product revenue', 'services and support revenue', 'financial data (Fiscal 2015', '2014', '2013)'], ['Adobe', 'cost of subscription revenue', 'third-party royalties', 'network infrastructure', 'data center costs', 'depreciation expenses', 'amortization of intangible assets'], ['Adobe', 'cost of subscription revenue', 'data center costs', 'compensation and related benefits', 'royalty cost', 'depreciation expense', 'amortization of purchased intangibles'], ['Adobe', 'cost of subscription revenue', 'data center costs', 'compensation and related benefits', 'depreciation expense', 'royalty cost (Fiscal 2014 vs Fiscal 2013)'], ['Adobe', 'cost of product revenue', 'product packaging', 'third-party royalties', 'excess and obsolete inventory', 'amortization of purchased intangibles'], ['Adobe', 'cost of product revenue', 'amortization of purchased intangibles', 'technology license arrangements', 'cost of sales', 'royalty cost (Fiscal 2014 vs Fiscal 2013)'], ['Adobe', 'cost of services and support revenue', 'employee-related costs', 'consulting services', 'training and product support'], ['Adobe', 'operating expenses', 'research and development', 'sales and marketing', 'general and administrative', 'restructuring and other charges', 'amortization of purchased intangibles'], ['Adobe', 'research and development', 'sales and marketing', 'general and administrative expenses', 'compensation and related benefits', 'headcount', 'stock-based compensation']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "Research and development expenses, compensation, headcount, software development, facilities costs, computer equipment, investments in application and tool development.\n", "\n", "### Chunk 2 ###\n", "Sales and marketing expenses, salary, benefits, sales commissions, travel expenses, advertising, trade shows, public relations, market development programs, revenue growth.\n", "\n", "### Chunk 3 ###\n", "General and administrative expenses, compensation, benefits, finance, facilities, human resources, legal, information services, executive personnel, bad debts, insurance, charitable contributions.\n", "\n", "### Chunk 4 ###\n", "Restructuring plans, workforce reductions, facility consolidations, HTEAL proceedings, cash outlays, termination benefits, asset write-downs.\n", "\n", "### Chunk 5 ###\n", "Restructuring plans, Fiscal 2014 Restructuring Plan, Other Restructuring Plans, termination benefits, facility closures, asset sales, Waltham Massachusetts land sale.\n", "\n", "### Chunk 6 ###\n", "Amortization of purchased intangibles, business combinations, asset acquisitions, intangible assets, Fotolia acquisition, Efficient Frontier acquisition, Day Software Holding AG acquisition.\n", "\n", "### Chunk 7 ###\n", "Non-operating income, interest income, interest expense, investment gains, foreign exchange gains, hedging programs, fixed income investments, property asset sales.\n", "\n", "### Chunk 8 ###\n", "Interest and other income, cash equivalents, short-term fixed income investments, foreign currency losses, realized gains on fixed income investments, lease receivables.\n", "\n", "### Chunk 9 ###\n", "Interest expense, senior notes, interest rate swaps, floating interest payments, fixed-rate interest receivable.\n", "\n", "### Chunk 10 ###\n", "Investment gains, marketable equity investments, non-marketable equity securities, deferred compensation plan assets, privately held companies, unrealized holding gains.\n", "\n", "### Chunk 11 ###\n", "Provision for income taxes, effective tax rate, tax costs, licensing acquired company assets, federal research and development tax credit, domestic profits. \n", "\n", "page_end: 220 [['Research and development expenses', 'compensation', 'headcount', 'software development', 'facilities costs', 'computer equipment', 'investments in application and tool development.'], ['Sales and marketing expenses', 'salary', 'benefits', 'sales commissions', 'travel expenses', 'advertising', 'trade shows', 'public relations', 'market development programs', 'revenue growth.'], ['General and administrative expenses', 'compensation', 'benefits', 'finance', 'facilities', 'human resources', 'legal', 'information services', 'executive personnel', 'bad debts', 'insurance', 'charitable contributions.'], ['Restructuring plans', 'workforce reductions', 'facility consolidations', 'HTEAL proceedings', 'cash outlays', 'termination benefits', 'asset write-downs.'], ['Restructuring plans', 'Fiscal 2014 Restructuring Plan', 'Other Restructuring Plans', 'termination benefits', 'facility closures', 'asset sales', 'Waltham Massachusetts land sale.'], ['Amortization of purchased intangibles', 'business combinations', 'asset acquisitions', 'intangible assets', 'Fotolia acquisition', 'Efficient Frontier acquisition', 'Day Software Holding AG acquisition.'], ['Non-operating income', 'interest income', 'interest expense', 'investment gains', 'foreign exchange gains', 'hedging programs', 'fixed income investments', 'property asset sales.'], ['Interest and other income', 'cash equivalents', 'short-term fixed income investments', 'foreign currency losses', 'realized gains on fixed income investments', 'lease receivables.'], ['Interest expense', 'senior notes', 'interest rate swaps', 'floating interest payments', 'fixed-rate interest receivable.'], ['Investment gains', 'marketable equity investments', 'non-marketable equity securities', 'deferred compensation plan assets', 'privately held companies', 'unrealized holding gains.'], ['Provision for income taxes', 'effective tax rate', 'tax costs', 'licensing acquired company assets', 'federal research and development tax credit', 'domestic profits.']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "US federal tax credit, income tax provision, effective tax rate, foreign earnings, Irish subsidiaries, US tax liability\n", "\n", "### Chunk 2 ###\n", "Foreign earnings, US income taxes, tax benefits, unrecognized tax benefits, interest and penalties, tax positions\n", "\n", "### Chunk 3 ###\n", "Income tax examinations, audit settlements, current and non-current assets and liabilities, tax payments, statutes of limitations\n", "\n", "### Chunk 4 ###\n", "Cash and cash equivalents, short-term investments, working capital, stockholders' equity, cash flows\n", "\n", "### Chunk 5 ###\n", "Cash flows, operating activities, investing activities, financing activities, cash sources and uses\n", "\n", "### Chunk 6 ###\n", "Operating activities, net income, non-cash items, working capital, deferred revenue, income taxes payable\n", "\n", "### Chunk 7 ###\n", "Working capital, accrued expenses, contract terminations, employee transition payments, business realignment initiatives\n", "\n", "### Chunk 8 ###\n", "Taxes payable, prepaid expenses, other assets, short-term income tax receivables, research and development credits\n", "\n", "### Chunk 9 ###\n", "Investing activities, short-term investments, acquisition of Fotolia, property and equipment, long-term investments\n", "\n", "### Chunk 10 ###\n", "Acquisitions, Neolane, Behance, short-term investments, property and equipment, long-term technology licenses\n", "\n", "### Chunk 11 ###\n", "Financing activities, senior notes, debt issuance, treasury stock repurchases, stock-based compensation, excess tax benefits \n", "\n", "page_end: 231 [['US federal tax credit', 'income tax provision', 'effective tax rate', 'foreign earnings', 'Irish subsidiaries', 'US tax liability'], ['Foreign earnings', 'US income taxes', 'tax benefits', 'unrecognized tax benefits', 'interest and penalties', 'tax positions'], ['Income tax examinations', 'audit settlements', 'current and non-current assets and liabilities', 'tax payments', 'statutes of limitations'], ['Cash and cash equivalents', 'short-term investments', 'working capital', \"stockholders' equity\", 'cash flows'], ['Cash flows', 'operating activities', 'investing activities', 'financing activities', 'cash sources and uses'], ['Operating activities', 'net income', 'non-cash items', 'working capital', 'deferred revenue', 'income taxes payable'], ['Working capital', 'accrued expenses', 'contract terminations', 'employee transition payments', 'business realignment initiatives'], ['Taxes payable', 'prepaid expenses', 'other assets', 'short-term income tax receivables', 'research and development credits'], ['Investing activities', 'short-term investments', 'acquisition of Fotolia', 'property and equipment', 'long-term investments'], ['Acquisitions', 'Neolane', 'Behance', 'short-term investments', 'property and equipment', 'long-term technology licenses'], ['Financing activities', 'senior notes', 'debt issuance', 'treasury stock repurchases', 'stock-based compensation', 'excess tax benefits']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "Restructuring plans, cash reserves, repurchase stock, acquire companies, redundant facilities, termination benefits\n", "\n", "### Chunk 2 ###\n", "Restructuring charges, termination benefits, contract terminations, redundant facilities, payments, fiscal years\n", "\n", "### Chunk 3 ###\n", "Liquidity, capital resources, cash equivalents, short-term investments, acquisitions, foreign subsidiaries, repatriation tax\n", "\n", "### Chunk 4 ###\n", "Cash flows, operations, risks, uncertainties, working capital, operating resource expenditure, credit facility\n", "\n", "### Chunk 5 ###\n", "Credit agreement, senior unsecured revolving credit, loans, maturity date, amendment, borrowing capacity\n", "\n", "### Chunk 6 ###\n", "Short-term investment portfolio, corporate bonds, commercial paper, U.S. agency securities, investment management firms\n", "\n", "### Chunk 7 ###\n", "Stock repurchase program, open market, structured repurchase agreements, prepayments, financial institutions, Volume Weighted Average Price (VWAP)\n", "\n", "### Chunk 8 ###\n", "Structured repurchase agreements, shares, average price, fiscal years, treasury stock, Consolidated Balance Sheets\n", "\n", "### Chunk 9 ###\n", "Stock repurchase programs, prepayments, treasury stock, Consolidated Balance Sheets, earnings per share, financial statements\n", "\n", "### Chunk 10 ###\n", "Stock repurchases, fiscal years, shares, average price, board approval date, repurchases under the plan\n", "\n", "### Chunk 11 ###\n", "Off-balance sheet arrangements, aggregate contractual obligations, operating leases, royalty agreements, service agreements, contractual commitments \n", "\n", "page_end: 242 [['Restructuring plans', 'cash reserves', 'repurchase stock', 'acquire companies', 'redundant facilities', 'termination benefits'], ['Restructuring charges', 'termination benefits', 'contract terminations', 'redundant facilities', 'payments', 'fiscal years'], ['Liquidity', 'capital resources', 'cash equivalents', 'short-term investments', 'acquisitions', 'foreign subsidiaries', 'repatriation tax'], ['Cash flows', 'operations', 'risks', 'uncertainties', 'working capital', 'operating resource expenditure', 'credit facility'], ['Credit agreement', 'senior unsecured revolving credit', 'loans', 'maturity date', 'amendment', 'borrowing capacity'], ['Short-term investment portfolio', 'corporate bonds', 'commercial paper', 'U.S. agency securities', 'investment management firms'], ['Stock repurchase program', 'open market', 'structured repurchase agreements', 'prepayments', 'financial institutions', 'Volume Weighted Average Price (VWAP)'], ['Structured repurchase agreements', 'shares', 'average price', 'fiscal years', 'treasury stock', 'Consolidated Balance Sheets'], ['Stock repurchase programs', 'prepayments', 'treasury stock', 'Consolidated Balance Sheets', 'earnings per share', 'financial statements'], ['Stock repurchases', 'fiscal years', 'shares', 'average price', 'board approval date', 'repurchases under the plan'], ['Off-balance sheet arrangements', 'aggregate contractual obligations', 'operating leases', 'royalty agreements', 'service agreements', 'contractual commitments']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "Financial statements, Senior Notes, debt obligations, interest payments\n", "\n", "### Chunk 2 ###\n", "Interest rate swaps, credit facility, Almaden Tower lease, financial covenants, cash dividends\n", "\n", "### Chunk 3 ###\n", "Income tax examinations, unrecognized tax benefits, royalty commitments, indemnifications\n", "\n", "### Chunk 4 ###\n", "Indemnification provisions, intellectual property infringement, director and officer insurance coverage\n", "\n", "### Chunk 5 ###\n", "Market risk, foreign currency risk, hedging instruments, foreign exchange contracts\n", "\n", "### Chunk 6 ###\n", "Foreign currency revenue exposures, Euro, Yen, British Pounds, foreign exchange contracts\n", "\n", "### Chunk 7 ###\n", "Sensitivity analysis, foreign exchange derivatives, Black-Scholes option pricing model\n", "\n", "### Chunk 8 ###\n", "Long-term investment exposures, foreign subsidiaries, capitalization, retained earnings\n", "\n", "### Chunk 9 ###\n", "Cash flow hedging, forecasted foreign currency revenue, foreign exchange contracts\n", "\n", "### Chunk 10 ###\n", "Balance sheet hedging, foreign currency assets and liabilities, foreign exchange forward contracts\n", "\n", "### Chunk 11 ###\n", "Interest rate risk, short-term investments, fixed income securities, sensitivity analysis \n", "\n", "page_end: 253 [['Financial statements', 'Senior Notes', 'debt obligations', 'interest payments'], ['Interest rate swaps', 'credit facility', 'Almaden Tower lease', 'financial covenants', 'cash dividends'], ['Income tax examinations', 'unrecognized tax benefits', 'royalty commitments', 'indemnifications'], ['Indemnification provisions', 'intellectual property infringement', 'director and officer insurance coverage'], ['Market risk', 'foreign currency risk', 'hedging instruments', 'foreign exchange contracts'], ['Foreign currency revenue exposures', 'Euro', 'Yen', 'British Pounds', 'foreign exchange contracts'], ['Sensitivity analysis', 'foreign exchange derivatives', 'Black-Scholes option pricing model'], ['Long-term investment exposures', 'foreign subsidiaries', 'capitalization', 'retained earnings'], ['Cash flow hedging', 'forecasted foreign currency revenue', 'foreign exchange contracts'], ['Balance sheet hedging', 'foreign currency assets and liabilities', 'foreign exchange forward contracts'], ['Interest rate risk', 'short-term investments', 'fixed income securities', 'sensitivity analysis']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "Fair Value, Interest Rates, Senior Notes, Financial Data\n", "\n", "### Chunk 2 ###\n", "Senior Notes, Interest Rate Swaps, LIBOR, Market Interest Rates, Financial Risk\n", "\n", "### Chunk 3 ###\n", "Privately Held Long-Term Investments, Start-up Companies, Development Stages, Investment Risk\n", "\n", "### Chunk 4 ###\n", "Financial Statements, Consolidated Balance Sheets, Consolidated Statements of Income, Stockholders' Equity\n", "\n", "### Chunk 5 ###\n", "Current Assets, Cash and Cash Equivalents, Short-term Investments, Trade Receivables, Prepaid Expenses\n", "\n", "### Chunk 6 ###\n", "Total Assets, Liabilities, Stockholders' Equity, Current Liabilities, Long-term Liabilities\n", "\n", "### Chunk 7 ###\n", "Long-term Liabilities, Debt and Capital Lease Obligations, Deferred Revenue, Accrued Restructuring\n", "\n", "### Chunk 8 ###\n", "Stockholders' Equity, Preferred Stock, Common Stock, Additional Paid-in-Capital, Retained Earnings\n", "\n", "### Chunk 9 ###\n", "Consolidated Statements of Income, Revenue, Cost of Revenue, Gross Profit, Operating Expenses\n", "\n", "### Chunk 10 ###\n", "Cost of Revenue, Gross Profit, Operating Expenses, Research and Development, Sales and Marketing\n", "\n", "### Chunk 11 ###\n", "Operating Expenses, Restructuring and Other Charges, Amortization of Purchased Intangibles, Operating Income\n", "\n", "Let me know if you'd like me to help with anything else! \n", "\n", "page_end: 264 [['Fair Value', 'Interest Rates', 'Senior Notes', 'Financial Data'], ['Senior Notes', 'Interest Rate Swaps', 'LIBOR', 'Market Interest Rates', 'Financial Risk'], ['Privately Held Long-Term Investments', 'Start-up Companies', 'Development Stages', 'Investment Risk'], ['Financial Statements', 'Consolidated Balance Sheets', 'Consolidated Statements of Income', \"Stockholders' Equity\"], ['Current Assets', 'Cash and Cash Equivalents', 'Short-term Investments', 'Trade Receivables', 'Prepaid Expenses'], ['Total Assets', 'Liabilities', \"Stockholders' Equity\", 'Current Liabilities', 'Long-term Liabilities'], ['Long-term Liabilities', 'Debt and Capital Lease Obligations', 'Deferred Revenue', 'Accrued Restructuring'], [\"Stockholders' Equity\", 'Preferred Stock', 'Common Stock', 'Additional Paid-in-Capital', 'Retained Earnings'], ['Consolidated Statements of Income', 'Revenue', 'Cost of Revenue', 'Gross Profit', 'Operating Expenses'], ['Cost of Revenue', 'Gross Profit', 'Operating Expenses', 'Research and Development', 'Sales and Marketing'], ['Operating Expenses', 'Restructuring and Other Charges', 'Amortization of Purchased Intangibles', 'Operating Income', \"Let me know if you'd like me to help with anything else!\"]] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "Adobe Systems Incorporated, financial statements, income statement, net income, basic net income per share, diluted net income per share.\n", "\n", "### Chunk 2 ###\n", "Adobe Systems Incorporated, comprehensive income, net income, available-for-sale securities, unrealized gains/losses, reclassification adjustment.\n", "\n", "### Chunk 3 ###\n", "Adobe Systems Incorporated, comprehensive income, derivatives designated as hedging instruments, unrealized gains/losses, reclassification adjustment, foreign currency translation adjustments.\n", "\n", "### Chunk 4 ###\n", "Adobe Systems Incorporated, stockholders' equity, common stock, additional paid-in capital, retained earnings, other comprehensive income (loss), treasury stock.\n", "\n", "### Chunk 5 ###\n", "Adobe Systems Incorporated, stockholders' equity, re-issuance of treasury stock, tax benefit from employee stock plans, purchase of treasury stock, equity awards assumed for acquisition, stock-based compensation.\n", "\n", "### Chunk 6 ###\n", "Adobe Systems Incorporated, stockholders' equity, re-issuance of treasury stock, tax benefit from employee stock plans, purchase of treasury stock, equity awards assumed for acquisition, stock-based compensation, value of shares in deferred compensation plan.\n", "\n", "### Chunk 7 ###\n", "Adobe Systems Incorporated, stockholders' equity, re-issuance of treasury stock, tax benefit from employee stock plans, purchase of treasury stock, equity awards assumed for acquisition, stock-based compensation, value of shares in deferred compensation plan.\n", "\n", "### Chunk 8 ###\n", "Adobe Systems Incorporated, stockholders' equity, net income, other comprehensive income (loss), re-issuance of treasury stock, tax benefit from employee stock plans, purchase of treasury stock.\n", "\n", "### Chunk 9 ###\n", "Adobe Systems Incorporated, stockholders' equity, re-issuance of treasury stock, tax benefit from employee stock plans, purchase of treasury stock, equity awards assumed for acquisition, stock-based compensation, value of shares in deferred compensation plan.\n", "\n", "### Chunk 10 ###\n", "Adobe Systems Incorporated, cash flows, operating activities, net income, adjustments to reconcile net income to net cash provided by operating activities.\n", "\n", "### Chunk 11 ###\n", "Adobe Systems Incorporated, cash flows, operating activities, depreciation, amortization and accretion, stock-based compensation, deferred income taxes, gain on the sale of property, write down of assets held for sale. \n", "\n", "page_end: 275 [['Adobe Systems Incorporated', 'financial statements', 'income statement', 'net income', 'basic net income per share', 'diluted net income per share.'], ['Adobe Systems Incorporated', 'comprehensive income', 'net income', 'available-for-sale securities', 'unrealized gains/losses', 'reclassification adjustment.'], ['Adobe Systems Incorporated', 'comprehensive income', 'derivatives designated as hedging instruments', 'unrealized gains/losses', 'reclassification adjustment', 'foreign currency translation adjustments.'], ['Adobe Systems Incorporated', \"stockholders' equity\", 'common stock', 'additional paid-in capital', 'retained earnings', 'other comprehensive income (loss)', 'treasury stock.'], ['Adobe Systems Incorporated', \"stockholders' equity\", 're-issuance of treasury stock', 'tax benefit from employee stock plans', 'purchase of treasury stock', 'equity awards assumed for acquisition', 'stock-based compensation.'], ['Adobe Systems Incorporated', \"stockholders' equity\", 're-issuance of treasury stock', 'tax benefit from employee stock plans', 'purchase of treasury stock', 'equity awards assumed for acquisition', 'stock-based compensation', 'value of shares in deferred compensation plan.'], ['Adobe Systems Incorporated', \"stockholders' equity\", 're-issuance of treasury stock', 'tax benefit from employee stock plans', 'purchase of treasury stock', 'equity awards assumed for acquisition', 'stock-based compensation', 'value of shares in deferred compensation plan.'], ['Adobe Systems Incorporated', \"stockholders' equity\", 'net income', 'other comprehensive income (loss)', 're-issuance of treasury stock', 'tax benefit from employee stock plans', 'purchase of treasury stock.'], ['Adobe Systems Incorporated', \"stockholders' equity\", 're-issuance of treasury stock', 'tax benefit from employee stock plans', 'purchase of treasury stock', 'equity awards assumed for acquisition', 'stock-based compensation', 'value of shares in deferred compensation plan.'], ['Adobe Systems Incorporated', 'cash flows', 'operating activities', 'net income', 'adjustments to reconcile net income to net cash provided by operating activities.'], ['Adobe Systems Incorporated', 'cash flows', 'operating activities', 'depreciation', 'amortization and accretion', 'stock-based compensation', 'deferred income taxes', 'gain on the sale of property', 'write down of assets held for sale.']] 11 11\n", "Keywords_st:\n", " Here are the keywords required to fully understand each chunk:\n", "\n", "**Chunk 1**: Adobe Systems Incorporated, financial statements, cash flows, operating activities, investing activities, November 2015, November 2014, November 2013\n", "\n", "**Chunk 2**: Adobe Systems Incorporated, financial statements, cash flows, investing activities, acquisitions, property and equipment, long-term investments, November 2015, November 2014, November 2013\n", "\n", "**Chunk 3**: Adobe Systems Incorporated, financial statements, cash flows, financing activities, treasury stock, debt and capital lease obligations, November 2015, November 2014, November 2013\n", "\n", "**Chunk 4**: Adobe Systems Incorporated, financial statements, cash flows, effect of foreign currency exchange rates, net increase (decrease) in cash and cash equivalents, November 2015, November 2014, November 2013\n", "\n", "**Chunk 5**: Adobe Systems Incorporated, financial statements, cash and cash equivalents, supplemental disclosures, cash paid for income taxes and interest, non-cash investing activities, November 2015, November 2014, November 2013\n", "\n", "**Chunk 6**: Adobe Systems Incorporated, notes to consolidated financial statements, basis of presentation, significant accounting policies, operations, revenue recognition, November 2015\n", "\n", "**Chunk 7**: Adobe Systems Incorporated, notes to consolidated financial statements, operations, basis of presentation, use of estimates, fiscal year, significant accounting policies, November 2015\n", "\n", "**Chunk 8**: Adobe Systems Incorporated, notes to consolidated financial statements, use of estimates, fiscal year, significant accounting policies, revenue recognition, multiple element arrangements, November 2015\n", "\n", "**Chunk 9**: Adobe Systems Incorporated, notes to consolidated financial statements, revenue recognition, multiple element arrangements, vendor-specific objective evidence (VSOE), November 2015\n", "\n", "**Chunk 10**: Adobe Systems Incorporated, notes to consolidated financial statements, multiple element arrangements, vendor-specific objective evidence (VSOE), allocation of revenue, November 2015\n", "\n", "**Chunk 11**: Adobe Systems Incorporated, notes to consolidated financial statements, multiple element arrangements, vendor-specific objective evidence (VSOE), selling price hierarchy, November 2015 \n", "\n", "page_end: 286 [['Adobe Systems Incorporated', 'financial statements', 'cash flows', 'operating activities', 'investing activities', 'November 2015', 'November 2014', 'November 2013'], ['Adobe Systems Incorporated', 'financial statements', 'cash flows', 'investing activities', 'acquisitions', 'property and equipment', 'long-term investments', 'November 2015', 'November 2014', 'November 2013'], ['Adobe Systems Incorporated', 'financial statements', 'cash flows', 'financing activities', 'treasury stock', 'debt and capital lease obligations', 'November 2015', 'November 2014', 'November 2013'], ['Adobe Systems Incorporated', 'financial statements', 'cash flows', 'effect of foreign currency exchange rates', 'net increase (decrease) in cash and cash equivalents', 'November 2015', 'November 2014', 'November 2013'], ['Adobe Systems Incorporated', 'financial statements', 'cash and cash equivalents', 'supplemental disclosures', 'cash paid for income taxes and interest', 'non-cash investing activities', 'November 2015', 'November 2014', 'November 2013'], ['Adobe Systems Incorporated', 'notes to consolidated financial statements', 'basis of presentation', 'significant accounting policies', 'operations', 'revenue recognition', 'November 2015'], ['Adobe Systems Incorporated', 'notes to consolidated financial statements', 'operations', 'basis of presentation', 'use of estimates', 'fiscal year', 'significant accounting policies', 'November 2015'], ['Adobe Systems Incorporated', 'notes to consolidated financial statements', 'use of estimates', 'fiscal year', 'significant accounting policies', 'revenue recognition', 'multiple element arrangements', 'November 2015'], ['Adobe Systems Incorporated', 'notes to consolidated financial statements', 'revenue recognition', 'multiple element arrangements', 'vendor-specific objective evidence (VSOE)', 'November 2015'], ['Adobe Systems Incorporated', 'notes to consolidated financial statements', 'multiple element arrangements', 'vendor-specific objective evidence (VSOE)', 'allocation of revenue', 'November 2015'], ['Adobe Systems Incorporated', 'notes to consolidated financial statements', 'multiple element arrangements', 'vendor-specific objective evidence (VSOE)', 'selling price hierarchy', 'November 2015']] 11 11\n", "Keywords_st:\n", " Here are the keywords required to fully understand each chunk:\n", "\n", "### Chunk 1 ###\n", "Adobe Systems Incorporated, revenue recognition, software revenue accounting, VSOE (Vendor Specific Objective Evidence), TPE (Third Party Evidence), BESP (Best Estimated Selling Price)\n", "\n", "### Chunk 2 ###\n", "Adobe Systems Incorporated, revenue recognition, subscription and services revenue, hosted services, over-usage fees, consulting revenue, maintenance and support revenue\n", "\n", "### Chunk 3 ###\n", "Adobe Systems Incorporated, services and support revenue, consulting revenue, maintenance and support offerings, software subscription offerings, product upgrades and enhancements\n", "\n", "### Chunk 4 ###\n", "Adobe Systems Incorporated, product revenue, desktop application product revenue, distributor agreements, OEM licensing revenue, royalty revenue, returns and rebates\n", "\n", "### Chunk 5 ###\n", "Adobe Systems Incorporated, product-related deferred revenue, maintenance upgrade revenue, customer advances, OEM license agreements\n", "\n", "### Chunk 6 ###\n", "Adobe Systems Incorporated, rights of return, rebates, price protection, distributor agreements, reseller agreements, end-user customers\n", "\n", "### Chunk 7 ###\n", "Adobe Systems Incorporated, subscription contracts, cancellation policies, revenue reserve, historical trends, data analysis\n", "\n", "### Chunk 8 ###\n", "Adobe Systems Incorporated, revenue reserve rollforward, revenue recognition, deferred revenue, allowance for doubtful accounts\n", "\n", "### Chunk 9 ###\n", "Adobe Systems Incorporated, allowance for doubtful accounts, trade receivables, credit-worthiness, economic conditions\n", "\n", "### Chunk 10 ###\n", "Adobe Systems Incorporated, property and equipment, depreciation, amortization, leasehold improvements\n", "\n", "### Chunk 11 ###\n", "Adobe Systems Incorporated, goodwill, purchased intangibles, long-lived assets, impairment testing, cash flow assumptions\n", "\n", "Note that some of these keywords may be relevant to multiple chunks, but I've only listed each keyword once in the chunk where it is most relevant. \n", "\n", "page_end: 297 [['Adobe Systems Incorporated', 'revenue recognition', 'software revenue accounting', 'VSOE (Vendor Specific Objective Evidence)', 'TPE (Third Party Evidence)', 'BESP (Best Estimated Selling Price)'], ['Adobe Systems Incorporated', 'revenue recognition', 'subscription and services revenue', 'hosted services', 'over-usage fees', 'consulting revenue', 'maintenance and support revenue'], ['Adobe Systems Incorporated', 'services and support revenue', 'consulting revenue', 'maintenance and support offerings', 'software subscription offerings', 'product upgrades and enhancements'], ['Adobe Systems Incorporated', 'product revenue', 'desktop application product revenue', 'distributor agreements', 'OEM licensing revenue', 'royalty revenue', 'returns and rebates'], ['Adobe Systems Incorporated', 'product-related deferred revenue', 'maintenance upgrade revenue', 'customer advances', 'OEM license agreements'], ['Adobe Systems Incorporated', 'rights of return', 'rebates', 'price protection', 'distributor agreements', 'reseller agreements', 'end-user customers'], ['Adobe Systems Incorporated', 'subscription contracts', 'cancellation policies', 'revenue reserve', 'historical trends', 'data analysis'], ['Adobe Systems Incorporated', 'revenue reserve rollforward', 'revenue recognition', 'deferred revenue', 'allowance for doubtful accounts'], ['Adobe Systems Incorporated', 'allowance for doubtful accounts', 'trade receivables', 'credit-worthiness', 'economic conditions'], ['Adobe Systems Incorporated', 'property and equipment', 'depreciation', 'amortization', 'leasehold improvements'], ['Adobe Systems Incorporated', 'goodwill', 'purchased intangibles', 'long-lived assets', 'impairment testing', 'cash flow assumptions', 'Note that some of these keywords may be relevant to multiple chunks', \"but I've only listed each keyword once in the chunk where it is most relevant.\"]] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "Intangible assets, amortization, impairment charges, useful lives, software development costs\n", "\n", "### Chunk 2 ###\n", "Software development costs, internal-use software, capitalized costs, application development stage, income taxes, asset and liability method\n", "\n", "### Chunk 3 ###\n", "Income taxes, deferred tax assets, liabilities, valuation allowance, taxes collected from customers, treasury stock, cost method\n", "\n", "### Chunk 4 ###\n", "Treasury stock, re-issuance, additional paid-in-capital, retained earnings, advertising expenses, foreign currency translation, accumulated other comprehensive income\n", "\n", "### Chunk 5 ###\n", "Foreign currency hedging, derivative instruments, fair value, hedge accounting, foreign exchange forward contracts, cash flow hedges\n", "\n", "### Chunk 6 ###\n", "Concentration of risk, financial instruments, credit risk, investment portfolio, foreign currency contracts, master netting arrangements\n", "\n", "### Chunk 7 ###\n", "Credit risk, receivables, OEMs, dealers, distributors, SaaS offerings, credit review, letters of credit, guarantees\n", "\n", "### Chunk 8 ###\n", "Revenue recognition, credit risk, country risk, OEM PostScript and Other licensing revenue, royalty arrangements\n", "\n", "### Chunk 9 ###\n", "Recent accounting pronouncements, ASU No. 2015-17, Balance Sheet Classification of Deferred Taxes, FASB\n", "\n", "### Chunk 10 ###\n", "Recent accounting pronouncements, ASU No. 2014-09, Revenue from Contracts with Customers, revenue recognition guidance, U.S. GAAP\n", "\n", "### Chunk 11 ###\n", "Accounting pronouncements, new revenue standard, transition method, consolidated financial statements, Fotolia acquisition, purchase accounting adjustments \n", "\n", "page_end: 308 [['Intangible assets', 'amortization', 'impairment charges', 'useful lives', 'software development costs'], ['Software development costs', 'internal-use software', 'capitalized costs', 'application development stage', 'income taxes', 'asset and liability method'], ['Income taxes', 'deferred tax assets', 'liabilities', 'valuation allowance', 'taxes collected from customers', 'treasury stock', 'cost method'], ['Treasury stock', 're-issuance', 'additional paid-in-capital', 'retained earnings', 'advertising expenses', 'foreign currency translation', 'accumulated other comprehensive income'], ['Foreign currency hedging', 'derivative instruments', 'fair value', 'hedge accounting', 'foreign exchange forward contracts', 'cash flow hedges'], ['Concentration of risk', 'financial instruments', 'credit risk', 'investment portfolio', 'foreign currency contracts', 'master netting arrangements'], ['Credit risk', 'receivables', 'OEMs', 'dealers', 'distributors', 'SaaS offerings', 'credit review', 'letters of credit', 'guarantees'], ['Revenue recognition', 'credit risk', 'country risk', 'OEM PostScript and Other licensing revenue', 'royalty arrangements'], ['Recent accounting pronouncements', 'ASU No. 2015-17', 'Balance Sheet Classification of Deferred Taxes', 'FASB'], ['Recent accounting pronouncements', 'ASU No. 2014-09', 'Revenue from Contracts with Customers', 'revenue recognition guidance', 'U.S. GAAP'], ['Accounting pronouncements', 'new revenue standard', 'transition method', 'consolidated financial statements', 'Fotolia acquisition', 'purchase accounting adjustments']] 11 11\n", "Keywords_st:\n", " Here are the keywords required to fully understand each chunk without looking at the previous chunks:\n", "\n", "### Chunk 1 ###\n", "Adobe Systems Incorporated, acquisition of Neolane, allocation of purchase price, goodwill, intangible assets, net liabilities assumed.\n", "\n", "### Chunk 2 ###\n", "Neolane acquisition, purchase price allocation, goodwill, intangible assets, net liabilities assumed, Behance acquisition.\n", "\n", "### Chunk 3 ###\n", "Behance acquisition, purchase price allocation, goodwill, intangible assets, net liabilities assumed, other business acquisitions.\n", "\n", "### Chunk 4 ###\n", "Cash, cash equivalents, short-term investments, classification as available-for-sale, unrealized gains and losses, accumulated other comprehensive income.\n", "\n", "### Chunk 5 ###\n", "Cash, cash equivalents, short-term investments, composition, fair value, unrealized gains and losses.\n", "\n", "### Chunk 6 ###\n", "Short-term investments, composition, fair value, unrealized gains and losses, U.S. Treasury securities, corporate bonds.\n", "\n", "### Chunk 7 ###\n", "Cash, cash equivalents, short-term investments, composition, fair value, unrealized gains and losses, as of November 28, 2014.\n", "\n", "### Chunk 8 ###\n", "Short-term investments, composition, fair value, unrealized gains and losses, marketable equity securities.\n", "\n", "### Chunk 9 ###\n", "Unrealized losses, available-for-sale securities, aggregated by investment category, less than twelve months.\n", "\n", "### Chunk 10 ###\n", "Unrealized losses, available-for-sale securities, aggregated by investment category, U.S. Treasury and agency securities.\n", "\n", "### Chunk 11 ###\n", "Unrealized losses, available-for-sale securities, aggregated by investment category, more than twelve months.\n", "\n", "Note that some chunks may have similar keywords, but I've tried to highlight the most important and distinct concepts for each chunk. \n", "\n", "page_end: 319 [['Adobe Systems Incorporated', 'acquisition of Neolane', 'allocation of purchase price', 'goodwill', 'intangible assets', 'net liabilities assumed.'], ['Neolane acquisition', 'purchase price allocation', 'goodwill', 'intangible assets', 'net liabilities assumed', 'Behance acquisition.'], ['Behance acquisition', 'purchase price allocation', 'goodwill', 'intangible assets', 'net liabilities assumed', 'other business acquisitions.'], ['Cash', 'cash equivalents', 'short-term investments', 'classification as available-for-sale', 'unrealized gains and losses', 'accumulated other comprehensive income.'], ['Cash', 'cash equivalents', 'short-term investments', 'composition', 'fair value', 'unrealized gains and losses.'], ['Short-term investments', 'composition', 'fair value', 'unrealized gains and losses', 'U.S. Treasury securities', 'corporate bonds.'], ['Cash', 'cash equivalents', 'short-term investments', 'composition', 'fair value', 'unrealized gains and losses', 'as of November 28', '2014.'], ['Short-term investments', 'composition', 'fair value', 'unrealized gains and losses', 'marketable equity securities.'], ['Unrealized losses', 'available-for-sale securities', 'aggregated by investment category', 'less than twelve months.'], ['Unrealized losses', 'available-for-sale securities', 'aggregated by investment category', 'U.S. Treasury and agency securities.'], ['Unrealized losses', 'available-for-sale securities', 'aggregated by investment category', 'more than twelve months.', 'Note that some chunks may have similar keywords', \"but I've tried to highlight the most important and distinct concepts for each chunk.\"]] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "**Chunk 1:** Adobe Systems Incorporated, debt and marketable equity securities, short-term investments, fair value evaluation\n", "\n", "**Chunk 2:** Other-than-temporary impairment, debt securities, equity securities, Consolidated Statements of Income, accumulated other comprehensive income\n", "\n", "**Chunk 3:** Fair value measurements, financial assets and liabilities, recurring basis, November 27, 2015\n", "\n", "**Chunk 4:** Cash equivalents, short-term investments, corporate bonds, commercial paper, asset-backed securities, foreign government securities\n", "\n", "**Chunk 5:** Prepaid expenses, other current assets, foreign currency derivatives, deferred compensation plan assets, interest rate swap derivatives\n", "\n", "**Chunk 6:** Fair value measurements, financial assets and liabilities, November 28, 2014, comparative data\n", "\n", "**Chunk 7:** Cash equivalents, short-term investments, corporate bonds, commercial paper, foreign government securities, marketable equity securities\n", "\n", "**Chunk 8:** Prepaid expenses, other current assets, foreign currency derivatives, deferred compensation plan assets, interest rate swap derivatives\n", "\n", "**Chunk 9:** Fair value measurements, financial liabilities, November 28, 2014, comparative data\n", "\n", "**Chunk 10:** Fixed income available-for-sale securities, valuation techniques, Level 2 inputs, pricing vendors, observable market data\n", "\n", "**Chunk 11:** Deferred compensation plan assets, direct investments in privately held companies, cost method, other-than-temporary impairment, lease receivables, senior notes, derivatives and hedging activities \n", "\n", "page_end: 330 [['** Adobe Systems Incorporated', 'debt and marketable equity securities', 'short-term investments', 'fair value evaluation'], ['** Other-than-temporary impairment', 'debt securities', 'equity securities', 'Consolidated Statements of Income', 'accumulated other comprehensive income'], ['** Fair value measurements', 'financial assets and liabilities', 'recurring basis', 'November 27', '2015'], ['** Cash equivalents', 'short-term investments', 'corporate bonds', 'commercial paper', 'asset-backed securities', 'foreign government securities'], ['** Prepaid expenses', 'other current assets', 'foreign currency derivatives', 'deferred compensation plan assets', 'interest rate swap derivatives'], ['** Fair value measurements', 'financial assets and liabilities', 'November 28', '2014', 'comparative data'], ['** Cash equivalents', 'short-term investments', 'corporate bonds', 'commercial paper', 'foreign government securities', 'marketable equity securities'], ['** Prepaid expenses', 'other current assets', 'foreign currency derivatives', 'deferred compensation plan assets', 'interest rate swap derivatives'], ['** Fair value measurements', 'financial liabilities', 'November 28', '2014', 'comparative data'], ['** Fixed income available-for-sale securities', 'valuation techniques', 'Level 2 inputs', 'pricing vendors', 'observable market data'], ['** Deferred compensation plan assets', 'direct investments in privately held companies', 'cost method', 'other-than-temporary impairment', 'lease receivables', 'senior notes', 'derivatives and hedging activities']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "**Chunk 1:** Hedge accounting, derivative instruments, cash flow hedges, hedge effectiveness, interest and other income, credit-related losses, collateral security agreements, master netting arrangements.\n", "\n", "**Chunk 2:** Fair value hedging, interest rate risks, interest rate swaps, LIBOR, debt, senior notes, hedging policy, counterparty risk.\n", "\n", "**Chunk 3:** Fair value hedges, interest rate swaps, changes in fair value, Consolidated Statements of Income, Consolidated Balance Sheets, other assets.\n", "\n", "**Chunk 4:** Cash flow hedging, forecasted foreign currency revenue, interest rate risks, foreign exchange contracts, hedge accounting treatment, accumulated other comprehensive income.\n", "\n", "**Chunk 5:** Cash flow hedging, interest rate lock agreement, long-term fixed rate debt, senior notes, hedge accounting, accumulated other comprehensive income.\n", "\n", "**Chunk 6:** Balance sheet hedging, foreign currency assets and liabilities, foreign exchange forward contracts, exchange rate movements, Consolidated Statements of Income.\n", "\n", "**Chunk 7:** Notional amounts of outstanding contracts, foreign currencies, Euros, British Pounds, Australian Dollars, Japanese Yen, maturities.\n", "\n", "**Chunk 8:** Derivatives, fair value assets and liabilities, foreign exchange option contracts, interest rate swap, prepaid expenses, other current assets, accrued expenses.\n", "\n", "**Chunk 9:** Foreign currency derivative instruments, cash flow hedges, Consolidated Statements of Income, net gain (loss) recognized in other comprehensive income, net of tax.\n", "\n", "**Chunk 10:** Net gain (loss) reclassified from accumulated other comprehensive income into income, net of tax, ineffective portion, amount excluded from effectiveness testing.\n", "\n", "**Chunk 11:** Net gains (losses) recognized in interest and other income (expense), net, balance sheet hedging, foreign currency assets and liabilities, realized and unrealized gains (losses). \n", "\n", "page_end: 341 [['** Hedge accounting', 'derivative instruments', 'cash flow hedges', 'hedge effectiveness', 'interest and other income', 'credit-related losses', 'collateral security agreements', 'master netting arrangements.'], ['** Fair value hedging', 'interest rate risks', 'interest rate swaps', 'LIBOR', 'debt', 'senior notes', 'hedging policy', 'counterparty risk.'], ['** Fair value hedges', 'interest rate swaps', 'changes in fair value', 'Consolidated Statements of Income', 'Consolidated Balance Sheets', 'other assets.'], ['** Cash flow hedging', 'forecasted foreign currency revenue', 'interest rate risks', 'foreign exchange contracts', 'hedge accounting treatment', 'accumulated other comprehensive income.'], ['** Cash flow hedging', 'interest rate lock agreement', 'long-term fixed rate debt', 'senior notes', 'hedge accounting', 'accumulated other comprehensive income.'], ['** Balance sheet hedging', 'foreign currency assets and liabilities', 'foreign exchange forward contracts', 'exchange rate movements', 'Consolidated Statements of Income.'], ['** Notional amounts of outstanding contracts', 'foreign currencies', 'Euros', 'British Pounds', 'Australian Dollars', 'Japanese Yen', 'maturities.'], ['** Derivatives', 'fair value assets and liabilities', 'foreign exchange option contracts', 'interest rate swap', 'prepaid expenses', 'other current assets', 'accrued expenses.'], ['** Foreign currency derivative instruments', 'cash flow hedges', 'Consolidated Statements of Income', 'net gain (loss) recognized in other comprehensive income', 'net of tax.'], ['** Net gain (loss) reclassified from accumulated other comprehensive income into income', 'net of tax', 'ineffective portion', 'amount excluded from effectiveness testing.'], ['** Net gains (losses) recognized in interest and other income (expense)', 'net', 'balance sheet hedging', 'foreign currency assets and liabilities', 'realized and unrealized gains (losses).']] 11 11\n", "Keywords_st:\n", " Here are the keywords required to fully understand each chunk without looking at the previous chunks:\n", "\n", "### Chunk 1 ###\n", "Adobe Systems Incorporated, financial statements, interest and other income, property and equipment, net gain/loss, fiscal years 2015 and 2014.\n", "\n", "### Chunk 2 ###\n", "Property and equipment, net, depreciation and amortization, fiscal years 2015, 2014, and 2013, asset values, accumulated depreciation.\n", "\n", "### Chunk 3 ###\n", "Sale of land and building, San Jose, California, gain on sale, interest and other income, fiscal year 2015, commercial real estate market.\n", "\n", "### Chunk 4 ###\n", "Goodwill, purchased and other intangibles, reportable segments, Digital Media, Digital Marketing, Print and Publishing, fiscal years 2015 and 2014.\n", "\n", "### Chunk 5 ###\n", "Goodwill, foreign currency translation adjustments, purchased and other intangible assets, reportable segments, fiscal years 2015 and 2014.\n", "\n", "### Chunk 6 ###\n", "Purchased and other intangible assets, net, amortization, cost, fiscal years 2015 and 2014, asset categories (e.g., purchased technology, customer contracts).\n", "\n", "### Chunk 7 ###\n", "Intangible assets, amortization, acquired rights to use technology, localization, other intangibles, fiscal years 2015 and 2014.\n", "\n", "### Chunk 8 ###\n", "Purchased and other intangible assets, net, amortization expense, fiscal years 2015 and 2014, acquisitions (e.g., Omniture, Efficient Frontier).\n", "\n", "### Chunk 9 ###\n", "Amortization expense, cost of sales, fiscal years 2015, 2014, and 2013, acquired rights to use technology, historical use.\n", "\n", "### Chunk 10 ###\n", "Purchased and other intangible assets, amortization expense, future periods, fiscal years 2016-2020, estimated useful lives.\n", "\n", "### Chunk 11 ###\n", "Accrued expenses, fiscal years 2015 and 2014, categories (e.g., compensation and benefits, sales and marketing allowances, taxes payable). \n", "\n", "page_end: 352 [['Adobe Systems Incorporated', 'financial statements', 'interest and other income', 'property and equipment', 'net gain/loss', 'fiscal years 2015 and 2014.'], ['Property and equipment', 'net', 'depreciation and amortization', 'fiscal years 2015', '2014', 'and 2013', 'asset values', 'accumulated depreciation.'], ['Sale of land and building', 'San Jose', 'California', 'gain on sale', 'interest and other income', 'fiscal year 2015', 'commercial real estate market.'], ['Goodwill', 'purchased and other intangibles', 'reportable segments', 'Digital Media', 'Digital Marketing', 'Print and Publishing', 'fiscal years 2015 and 2014.'], ['Goodwill', 'foreign currency translation adjustments', 'purchased and other intangible assets', 'reportable segments', 'fiscal years 2015 and 2014.'], ['Purchased and other intangible assets', 'net', 'amortization', 'cost', 'fiscal years 2015 and 2014', 'asset categories (e.g.', 'purchased technology', 'customer contracts).'], ['Intangible assets', 'amortization', 'acquired rights to use technology', 'localization', 'other intangibles', 'fiscal years 2015 and 2014.'], ['Purchased and other intangible assets', 'net', 'amortization expense', 'fiscal years 2015 and 2014', 'acquisitions (e.g.', 'Omniture', 'Efficient Frontier).'], ['Amortization expense', 'cost of sales', 'fiscal years 2015', '2014', 'and 2013', 'acquired rights to use technology', 'historical use.'], ['Purchased and other intangible assets', 'amortization expense', 'future periods', 'fiscal years 2016-2020', 'estimated useful lives.'], ['Accrued expenses', 'fiscal years 2015 and 2014', 'categories (e.g.', 'compensation and benefits', 'sales and marketing allowances', 'taxes payable).']] 11 11\n", "Keywords_st:\n", " Here are the keywords required to understand each chunk without looking at the previous chunks:\n", "\n", "### Chunk 1 ###\n", "Adobe Systems Incorporated, income tax provision, fiscal years 2015-2013, tax expense breakdown\n", "\n", "### Chunk 2 ###\n", "Adobe Systems Incorporated, income tax expense, tax credits, deferred tax assets and liabilities\n", "\n", "### Chunk 3 ###\n", "Adobe Systems Incorporated, income tax provision, tax expense reconciliation, foreign effective tax rate, stock-based compensation\n", "\n", "### Chunk 4 ###\n", "Adobe Systems Incorporated, deferred tax assets and liabilities, temporary differences, acquired technology, reserves and accruals\n", "\n", "### Chunk 5 ###\n", "Adobe Systems Incorporated, deferred tax assets and liabilities, depreciation and amortization, undistributed earnings of foreign subsidiaries\n", "\n", "### Chunk 6 ###\n", "Adobe Systems Incorporated, income tax provision, foreign earnings, permanently reinvested earnings, unrecognized deferred tax liability\n", "\n", "### Chunk 7 ###\n", "Adobe Systems Incorporated, net operating loss carryforwards, tax credits, Internal Revenue Code Section 382, deferred tax attributes\n", "\n", "### Chunk 8 ###\n", "Adobe Systems Incorporated, valuation allowance, deferred tax assets, impairment of investments, state and foreign assets\n", "\n", "### Chunk 9 ###\n", "Adobe Systems Incorporated, accounting for uncertainty in income taxes, unrecognized tax benefits, tax positions, settlements with taxing authorities\n", "\n", "### Chunk 10 ###\n", "Adobe Systems Incorporated, income tax examinations, tax jurisdictions, IRS, California, Ireland, potential adjustments\n", "\n", "### Chunk 11 ###\n", "Adobe Systems Incorporated, restructuring, fiscal 2014 restructuring plan, Digital Media, Digital Marketing, China, Russia, workforce reductions, facility consolidations \n", "\n", "page_end: 363 [['Adobe Systems Incorporated', 'income tax provision', 'fiscal years 2015-2013', 'tax expense breakdown'], ['Adobe Systems Incorporated', 'income tax expense', 'tax credits', 'deferred tax assets and liabilities'], ['Adobe Systems Incorporated', 'income tax provision', 'tax expense reconciliation', 'foreign effective tax rate', 'stock-based compensation'], ['Adobe Systems Incorporated', 'deferred tax assets and liabilities', 'temporary differences', 'acquired technology', 'reserves and accruals'], ['Adobe Systems Incorporated', 'deferred tax assets and liabilities', 'depreciation and amortization', 'undistributed earnings of foreign subsidiaries'], ['Adobe Systems Incorporated', 'income tax provision', 'foreign earnings', 'permanently reinvested earnings', 'unrecognized deferred tax liability'], ['Adobe Systems Incorporated', 'net operating loss carryforwards', 'tax credits', 'Internal Revenue Code Section 382', 'deferred tax attributes'], ['Adobe Systems Incorporated', 'valuation allowance', 'deferred tax assets', 'impairment of investments', 'state and foreign assets'], ['Adobe Systems Incorporated', 'accounting for uncertainty in income taxes', 'unrecognized tax benefits', 'tax positions', 'settlements with taxing authorities'], ['Adobe Systems Incorporated', 'income tax examinations', 'tax jurisdictions', 'IRS', 'California', 'Ireland', 'potential adjustments'], ['Adobe Systems Incorporated', 'restructuring', 'fiscal 2014 restructuring plan', 'Digital Media', 'Digital Marketing', 'China', 'Russia', 'workforce reductions', 'facility consolidations']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "**Chunk 1:** Adobe Systems, restructuring plans, termination benefits, costs of closing redundant facilities, fiscal 2015, financial statements\n", "\n", "**Chunk 2:** Adobe Systems, restructuring plans, accrued restructuring charges, termination benefits, facilities-related liabilities, fiscal 2016, fiscal 2021\n", "\n", "**Chunk 3:** Adobe Systems, 401(k) Retirement Savings Plan, employee benefits, retirement plans, Internal Revenue Code, fiscal 2015\n", "\n", "**Chunk 4:** Adobe Systems, Deferred Compensation Plan, executive compensation, non-qualified deferred compensation, annual compensation, restricted stock units\n", "\n", "**Chunk 5:** Adobe Systems, Deferred Compensation Plan, long-term liabilities, undistributed deferred compensation, Consolidated Balance Sheets, fiscal 2015\n", "\n", "**Chunk 6:** Adobe Systems, stock-based compensation, restricted stock units, equity incentive plans, employee stock options, performance awards\n", "\n", "**Chunk 7:** Adobe Systems, Employee Stock Purchase Plan, ESPP, employee benefits, stock options, payroll deductions\n", "\n", "**Chunk 8:** Adobe Systems, stock option plans, employee stock options, non-employee directors, equity incentive plans, fiscal 2012\n", "\n", "**Chunk 9:** Adobe Systems, Performance Share Program, executive compensation, stockholder value, relative total stockholder return, fiscal 2015\n", "\n", "**Chunk 10:** Adobe Systems, Performance Share Program, executive compensation, stockholder value, relative total stockholder return, fiscal 2014\n", "\n", "**Chunk 11:** Adobe Systems, Performance Share Program, executive compensation, stockholder value, relative total stockholder return, fiscal 2013, stock repurchase program \n", "\n", "page_end: 374 [['** Adobe Systems', 'restructuring plans', 'termination benefits', 'costs of closing redundant facilities', 'fiscal 2015', 'financial statements'], ['** Adobe Systems', 'restructuring plans', 'accrued restructuring charges', 'termination benefits', 'facilities-related liabilities', 'fiscal 2016', 'fiscal 2021'], ['** Adobe Systems', '401(k) Retirement Savings Plan', 'employee benefits', 'retirement plans', 'Internal Revenue Code', 'fiscal 2015'], ['** Adobe Systems', 'Deferred Compensation Plan', 'executive compensation', 'non-qualified deferred compensation', 'annual compensation', 'restricted stock units'], ['** Adobe Systems', 'Deferred Compensation Plan', 'long-term liabilities', 'undistributed deferred compensation', 'Consolidated Balance Sheets', 'fiscal 2015'], ['** Adobe Systems', 'stock-based compensation', 'restricted stock units', 'equity incentive plans', 'employee stock options', 'performance awards'], ['** Adobe Systems', 'Employee Stock Purchase Plan', 'ESPP', 'employee benefits', 'stock options', 'payroll deductions'], ['** Adobe Systems', 'stock option plans', 'employee stock options', 'non-employee directors', 'equity incentive plans', 'fiscal 2012'], ['** Adobe Systems', 'Performance Share Program', 'executive compensation', 'stockholder value', 'relative total stockholder return', 'fiscal 2015'], ['** Adobe Systems', 'Performance Share Program', 'executive compensation', 'stockholder value', 'relative total stockholder return', 'fiscal 2014'], ['** Adobe Systems', 'Performance Share Program', 'executive compensation', 'stockholder value', 'relative total stockholder return', 'fiscal 2013', 'stock repurchase program']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "Stock-based compensation, fair value, grant date, forfeitures, Black-Scholes option pricing model, stock price, volatility, employee stock options, ESPP shares.\n", "\n", "### Chunk 2 ###\n", "Expected term, historical stock option exercise experience, volatility, implied volatility, risk-free interest rate, U.S. Treasury issues, expected dividend yield, employee stock options, non-employee directors.\n", "\n", "### Chunk 3 ###\n", "ESPP shares, expected life, volatility, risk-free interest rate, valuation assumptions, fiscal years 2015, 2014, 2013.\n", "\n", "### Chunk 4 ###\n", "Restricted stock units, RSU activity, fiscal years 2015, 2014, 2013, beginning outstanding balance, awarded, released, forfeited, ending outstanding balance.\n", "\n", "### Chunk 5 ###\n", "Restricted stock units, outstanding shares, weighted average remaining contractual life, aggregate intrinsic value, fiscal years 2015, 2014, 2013.\n", "\n", "### Chunk 6 ###\n", "Intrinsic value, market value, NASDAQ Global Select Market, performance shares, performance share programs.\n", "\n", "### Chunk 7 ###\n", "Performance shares, performance share programs, shares granted, shares forfeited, ending outstanding balance, fiscal years 2015, 2014, 2013.\n", "\n", "### Chunk 8 ###\n", "Performance shares, performance share programs, shares achieved, shares released, shares forfeited, ending outstanding balance, fiscal years 2015, 2014, 2013.\n", "\n", "### Chunk 9 ###\n", "Performance shares, outstanding shares, weighted average remaining contractual life, aggregate intrinsic value, fiscal years 2014, 2013.\n", "\n", "### Chunk 10 ###\n", "Employee Stock Purchase Plan, ESPP, shares purchased, average price, intrinsic value, fiscal years 2015, 2014, 2013.\n", "\n", "### Chunk 11 ###\n", "Stock options, stock option activity, outstanding options, weighted average exercise price, fiscal years 2015, 2014, 2013. \n", "\n", "page_end: 385 [['Stock-based compensation', 'fair value', 'grant date', 'forfeitures', 'Black-Scholes option pricing model', 'stock price', 'volatility', 'employee stock options', 'ESPP shares.'], ['Expected term', 'historical stock option exercise experience', 'volatility', 'implied volatility', 'risk-free interest rate', 'U.S. Treasury issues', 'expected dividend yield', 'employee stock options', 'non-employee directors.'], ['ESPP shares', 'expected life', 'volatility', 'risk-free interest rate', 'valuation assumptions', 'fiscal years 2015', '2014', '2013.'], ['Restricted stock units', 'RSU activity', 'fiscal years 2015', '2014', '2013', 'beginning outstanding balance', 'awarded', 'released', 'forfeited', 'ending outstanding balance.'], ['Restricted stock units', 'outstanding shares', 'weighted average remaining contractual life', 'aggregate intrinsic value', 'fiscal years 2015', '2014', '2013.'], ['Intrinsic value', 'market value', 'NASDAQ Global Select Market', 'performance shares', 'performance share programs.'], ['Performance shares', 'performance share programs', 'shares granted', 'shares forfeited', 'ending outstanding balance', 'fiscal years 2015', '2014', '2013.'], ['Performance shares', 'performance share programs', 'shares achieved', 'shares released', 'shares forfeited', 'ending outstanding balance', 'fiscal years 2015', '2014', '2013.'], ['Performance shares', 'outstanding shares', 'weighted average remaining contractual life', 'aggregate intrinsic value', 'fiscal years 2014', '2013.'], ['Employee Stock Purchase Plan', 'ESPP', 'shares purchased', 'average price', 'intrinsic value', 'fiscal years 2015', '2014', '2013.'], ['Stock options', 'stock option activity', 'outstanding options', 'weighted average exercise price', 'fiscal years 2015', '2014', '2013.']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "Adobe Systems Incorporated, stock options, fiscal years 2013-2015, weighted average fair value, intrinsic value\n", "\n", "### Chunk 2 ###\n", "Adobe Systems Incorporated, stock options outstanding, fiscal years 2013-2015, exercise price, remaining contractual life, aggregate intrinsic value\n", "\n", "### Chunk 3 ###\n", "Adobe Systems Incorporated, stock options outstanding, fiscal years 2013-2015, exercise price, remaining contractual life, aggregate intrinsic value, NASDAQ Global Select Market\n", "\n", "### Chunk 4 ###\n", "Adobe Systems Incorporated, equity awards, non-employee directors, restricted stock units, grant value, vesting period\n", "\n", "### Chunk 5 ###\n", "Adobe Systems Incorporated, equity awards, non-employee directors, restricted stock units, grant value, vesting period, elimination of non-qualified stock options\n", "\n", "### Chunk 6 ###\n", "Adobe Systems Incorporated, compensation costs, restricted stock units, performance shares, straight-line basis, Monte Carlo Simulation model\n", "\n", "### Chunk 7 ###\n", "Adobe Systems Incorporated, unrecognized compensation cost, non-vested stock-based awards, weighted average period, estimated forfeitures\n", "\n", "### Chunk 8 ###\n", "Adobe Systems Incorporated, total stock-based compensation costs, fiscal years 2013-2015, cost of revenue, research and development, sales and marketing\n", "\n", "### Chunk 9 ###\n", "Adobe Systems Incorporated, total stock-based compensation costs, fiscal years 2013-2015, restricted stock and performance share awards, tax benefits\n", "\n", "### Chunk 10 ###\n", "Adobe Systems Incorporated, comprehensive income, accumulated other comprehensive income, net unrealized gains, available-for-sale securities, derivative instruments\n", "\n", "### Chunk 11 ###\n", "Adobe Systems Incorporated, comprehensive income, accumulated other comprehensive income, taxes related to other comprehensive income, fiscal years 2013-2015 \n", "\n", "page_end: 396 [['Adobe Systems Incorporated', 'stock options', 'fiscal years 2013-2015', 'weighted average fair value', 'intrinsic value'], ['Adobe Systems Incorporated', 'stock options outstanding', 'fiscal years 2013-2015', 'exercise price', 'remaining contractual life', 'aggregate intrinsic value'], ['Adobe Systems Incorporated', 'stock options outstanding', 'fiscal years 2013-2015', 'exercise price', 'remaining contractual life', 'aggregate intrinsic value', 'NASDAQ Global Select Market'], ['Adobe Systems Incorporated', 'equity awards', 'non-employee directors', 'restricted stock units', 'grant value', 'vesting period'], ['Adobe Systems Incorporated', 'equity awards', 'non-employee directors', 'restricted stock units', 'grant value', 'vesting period', 'elimination of non-qualified stock options'], ['Adobe Systems Incorporated', 'compensation costs', 'restricted stock units', 'performance shares', 'straight-line basis', 'Monte Carlo Simulation model'], ['Adobe Systems Incorporated', 'unrecognized compensation cost', 'non-vested stock-based awards', 'weighted average period', 'estimated forfeitures'], ['Adobe Systems Incorporated', 'total stock-based compensation costs', 'fiscal years 2013-2015', 'cost of revenue', 'research and development', 'sales and marketing'], ['Adobe Systems Incorporated', 'total stock-based compensation costs', 'fiscal years 2013-2015', 'restricted stock and performance share awards', 'tax benefits'], ['Adobe Systems Incorporated', 'comprehensive income', 'accumulated other comprehensive income', 'net unrealized gains', 'available-for-sale securities', 'derivative instruments'], ['Adobe Systems Incorporated', 'comprehensive income', 'accumulated other comprehensive income', 'taxes related to other comprehensive income', 'fiscal years 2013-2015']] 11 11\n", "Keywords_st:\n", " Here are the keywords required to fully understand each chunk without looking at the previous chunks:\n", "\n", "### Chunk 1 ###\n", "Adobe Systems Incorporated, financial statements, comprehensive income, derivatives, hedging instruments, foreign currency translation adjustments, taxes, stock repurchase program.\n", "\n", "### Chunk 2 ###\n", "Adobe Systems Incorporated, stock repurchase program, Board of Directors, common stock, fiscal 2015, fiscal 2017, $2 billion authority.\n", "\n", "### Chunk 3 ###\n", "Adobe Systems Incorporated, structured stock repurchase agreements, financial institutions, Volume Weighted Average Price (VWAP), discounts, cash prepayments, foregone return.\n", "\n", "### Chunk 4 ###\n", "Adobe Systems Incorporated, stock repurchase, shares, average price, fiscal 2015, fiscal 2014, fiscal 2013, structured repurchase agreements.\n", "\n", "### Chunk 5 ###\n", "Adobe Systems Incorporated, stock repurchase program, prepayments, treasury stock, Consolidated Balance Sheets, earnings per share, November 27, 2015.\n", "\n", "### Chunk 6 ###\n", "Adobe Systems Incorporated, net income per share, basic net income per share, diluted net income per share, weighted average common shares, restricted stock, stock options.\n", "\n", "### Chunk 7 ###\n", "Adobe Systems Incorporated, net income per share, anti-dilutive options, exercise prices, average fair market value, fiscal 2015, fiscal 2014, fiscal 2013.\n", "\n", "### Chunk 8 ###\n", "Adobe Systems Incorporated, lease commitments, non-cancellable operating leases, facilities, equipment, rent expense, sublease income, fiscal 2015, fiscal 2014, fiscal 2013.\n", "\n", "### Chunk 9 ###\n", "Adobe Systems Incorporated, Almaden Tower lease, investment in lease receivable, carrying value, fair value, purchase option, residual value guarantee.\n", "\n", "### Chunk 10 ###\n", "Adobe Systems Incorporated, Almaden Tower lease, default, remarketing, relinquishing, lease balance, residual value guarantee, investment in lease receivable.\n", "\n", "### Chunk 11 ###\n", "Adobe Systems Incorporated, unconditional purchase obligations, operating leases, future lease payments, future sublease income, fiscal years 2016-2020, thereafter. \n", "\n", "page_end: 407 [['Adobe Systems Incorporated', 'financial statements', 'comprehensive income', 'derivatives', 'hedging instruments', 'foreign currency translation adjustments', 'taxes', 'stock repurchase program.'], ['Adobe Systems Incorporated', 'stock repurchase program', 'Board of Directors', 'common stock', 'fiscal 2015', 'fiscal 2017', '$2 billion authority.'], ['Adobe Systems Incorporated', 'structured stock repurchase agreements', 'financial institutions', 'Volume Weighted Average Price (VWAP)', 'discounts', 'cash prepayments', 'foregone return.'], ['Adobe Systems Incorporated', 'stock repurchase', 'shares', 'average price', 'fiscal 2015', 'fiscal 2014', 'fiscal 2013', 'structured repurchase agreements.'], ['Adobe Systems Incorporated', 'stock repurchase program', 'prepayments', 'treasury stock', 'Consolidated Balance Sheets', 'earnings per share', 'November 27', '2015.'], ['Adobe Systems Incorporated', 'net income per share', 'basic net income per share', 'diluted net income per share', 'weighted average common shares', 'restricted stock', 'stock options.'], ['Adobe Systems Incorporated', 'net income per share', 'anti-dilutive options', 'exercise prices', 'average fair market value', 'fiscal 2015', 'fiscal 2014', 'fiscal 2013.'], ['Adobe Systems Incorporated', 'lease commitments', 'non-cancellable operating leases', 'facilities', 'equipment', 'rent expense', 'sublease income', 'fiscal 2015', 'fiscal 2014', 'fiscal 2013.'], ['Adobe Systems Incorporated', 'Almaden Tower lease', 'investment in lease receivable', 'carrying value', 'fair value', 'purchase option', 'residual value guarantee.'], ['Adobe Systems Incorporated', 'Almaden Tower lease', 'default', 'remarketing', 'relinquishing', 'lease balance', 'residual value guarantee', 'investment in lease receivable.'], ['Adobe Systems Incorporated', 'unconditional purchase obligations', 'operating leases', 'future lease payments', 'future sublease income', 'fiscal years 2016-2020', 'thereafter.']] 11 11\n", "Keywords_st:\n", " Here are the keywords required to fully understand each chunk:\n", "\n", "**Chunk 1:** Adobe Systems Incorporated, operating lease commitments, restructuring charges, royalty commitments, indemnifications, intellectual property infringement\n", "\n", "**Chunk 2:** Indemnification provisions, Delaware law, officer and director insurance coverage, intellectual property disputes, litigation\n", "\n", "**Chunk 3:** Intellectual property disputes, litigation, licensing arrangements, royalty payments, injunctions, indemnification commitments\n", "\n", "**Chunk 4:** Class action lawsuits, antitrust laws, employee compensation, career opportunities, Apple, Google, Intel, Intuit, Lucasfilm, Pixar\n", "\n", "**Chunk 5:** Settlement agreement, litigation costs, intellectual property disputes, employment and commercial claims\n", "\n", "**Chunk 6:** GAAP, financial statements, disclosure requirements, accruals, legal proceedings, claims and investigations\n", "\n", "**Chunk 7:** Litigation costs, financial position, cash flows, results of operations, anti-piracy efforts, Business Software Alliance\n", "\n", "**Chunk 8:** Debt, notes, interest rate swap, capital lease obligations, fair value, carrying value\n", "\n", "**Chunk 9:** Senior notes, interest rates, issuance discount, issuance costs, effective interest method\n", "\n", "**Chunk 10:** Interest rate swaps, fair value hedge, LIBOR, floating interest rate, fixed interest rate\n", "\n", "**Chunk 11:** Interest rate lock agreement, cash flow hedge, benchmark interest rate, senior notes, issuance discount, issuance costs \n", "\n", "page_end: 418 [['** Adobe Systems Incorporated', 'operating lease commitments', 'restructuring charges', 'royalty commitments', 'indemnifications', 'intellectual property infringement'], ['** Indemnification provisions', 'Delaware law', 'officer and director insurance coverage', 'intellectual property disputes', 'litigation'], ['** Intellectual property disputes', 'litigation', 'licensing arrangements', 'royalty payments', 'injunctions', 'indemnification commitments'], ['** Class action lawsuits', 'antitrust laws', 'employee compensation', 'career opportunities', 'Apple', 'Google', 'Intel', 'Intuit', 'Lucasfilm', 'Pixar'], ['** Settlement agreement', 'litigation costs', 'intellectual property disputes', 'employment and commercial claims'], ['** GAAP', 'financial statements', 'disclosure requirements', 'accruals', 'legal proceedings', 'claims and investigations'], ['** Litigation costs', 'financial position', 'cash flows', 'results of operations', 'anti-piracy efforts', 'Business Software Alliance'], ['** Debt', 'notes', 'interest rate swap', 'capital lease obligations', 'fair value', 'carrying value'], ['** Senior notes', 'interest rates', 'issuance discount', 'issuance costs', 'effective interest method'], ['** Interest rate swaps', 'fair value hedge', 'LIBOR', 'floating interest rate', 'fixed interest rate'], ['** Interest rate lock agreement', 'cash flow hedge', 'benchmark interest rate', 'senior notes', 'issuance discount', 'issuance costs']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "Adobe Systems Incorporated, debt, 2025 Notes, interest rate, repayment, proceeds, general corporate purposes\n", "\n", "### Chunk 2 ###\n", "Adobe Systems Incorporated, debt, 2020 Notes, 2025 Notes, interest rate swaps, change of control, repurchase, covenants, compliance\n", "\n", "### Chunk 3 ###\n", "Adobe Systems Incorporated, debt, interest payments, 2015 Notes, 2020 Notes, 2025 Notes\n", "\n", "### Chunk 4 ###\n", "Adobe Systems Incorporated, credit agreement, senior unsecured revolving credit facility, loans, interest rates, commitment fees, covenants, financial covenant, leverage ratio\n", "\n", "### Chunk 5 ###\n", "Adobe Systems Incorporated, credit agreement, maturity date, extension, amendment, lenders, borrowing, repayment\n", "\n", "### Chunk 6 ###\n", "Adobe Systems Incorporated, non-operating income, interest income, foreign exchange gains, realized gains, realized losses, investment gains, investment losses\n", "\n", "### Chunk 7 ###\n", "Adobe Systems Incorporated, non-operating income, interest expense, investment gains, investment losses, realized gains, realized losses, unrealized gains, unrealized losses\n", "\n", "### Chunk 8 ###\n", "Adobe Systems Incorporated, industry segment, geographic information, significant customers, reportable segments, Digital Media, Digital Marketing, Print and Publishing\n", "\n", "### Chunk 9 ###\n", "Adobe Systems Incorporated, reportable segments, Digital Media, Digital Marketing, Print and Publishing, segment results, revenue, gross margin, gross profit\n", "\n", "### Chunk 10 ###\n", "Adobe Systems Incorporated, segment results, Digital Media, Digital Marketing, Print and Publishing, revenue, cost of revenue, gross profit, gross profit percentage\n", "\n", "### Chunk 11 ###\n", "Adobe Systems Incorporated, geographic area, revenue, property and equipment, net, Digital Media, Digital Marketing, Print and Publishing, segment results \n", "\n", "page_end: 429 [['Adobe Systems Incorporated', 'debt', '2025 Notes', 'interest rate', 'repayment', 'proceeds', 'general corporate purposes'], ['Adobe Systems Incorporated', 'debt', '2020 Notes', '2025 Notes', 'interest rate swaps', 'change of control', 'repurchase', 'covenants', 'compliance'], ['Adobe Systems Incorporated', 'debt', 'interest payments', '2015 Notes', '2020 Notes', '2025 Notes'], ['Adobe Systems Incorporated', 'credit agreement', 'senior unsecured revolving credit facility', 'loans', 'interest rates', 'commitment fees', 'covenants', 'financial covenant', 'leverage ratio'], ['Adobe Systems Incorporated', 'credit agreement', 'maturity date', 'extension', 'amendment', 'lenders', 'borrowing', 'repayment'], ['Adobe Systems Incorporated', 'non-operating income', 'interest income', 'foreign exchange gains', 'realized gains', 'realized losses', 'investment gains', 'investment losses'], ['Adobe Systems Incorporated', 'non-operating income', 'interest expense', 'investment gains', 'investment losses', 'realized gains', 'realized losses', 'unrealized gains', 'unrealized losses'], ['Adobe Systems Incorporated', 'industry segment', 'geographic information', 'significant customers', 'reportable segments', 'Digital Media', 'Digital Marketing', 'Print and Publishing'], ['Adobe Systems Incorporated', 'reportable segments', 'Digital Media', 'Digital Marketing', 'Print and Publishing', 'segment results', 'revenue', 'gross margin', 'gross profit'], ['Adobe Systems Incorporated', 'segment results', 'Digital Media', 'Digital Marketing', 'Print and Publishing', 'revenue', 'cost of revenue', 'gross profit', 'gross profit percentage'], ['Adobe Systems Incorporated', 'geographic area', 'revenue', 'property and equipment', 'net', 'Digital Media', 'Digital Marketing', 'Print and Publishing', 'segment results']] 11 11\n", "Keywords_st:\n", " Here are the keywords required to fully understand each chunk:\n", "\n", "**Chunk 1**: Adobe Systems Incorporated, revenue, geographical segments, Americas, EMEA, APAC, financial data (2013-2015)\n", "\n", "**Chunk 2**: Adobe Systems Incorporated, property and equipment, geographical segments, Americas, EMEA, APAC, financial data (2014-2015)\n", "\n", "**Chunk 3**: Adobe Systems Incorporated, significant customers, revenue, trade receivables, quarterly financial data (2015)\n", "\n", "**Chunk 4**: Adobe Systems Incorporated, quarterly financial data (2015), income before income taxes, net income, basic and diluted net income per share\n", "\n", "**Chunk 5**: Adobe Systems Incorporated, quarterly financial data (2014), income before income taxes, net income, basic and diluted net income per share\n", "\n", "**Chunk 6**: Adobe Systems Incorporated, audit report, consolidated balance sheets, consolidated statements of income, comprehensive income, stockholders’ equity, and cash flows (2013-2015)\n", "\n", "**Chunk 7**: Adobe Systems Incorporated, audit report, internal control over financial reporting, management’s responsibility, auditor’s responsibility\n", "\n", "**Chunk 8**: Adobe Systems Incorporated, internal control over financial reporting, policies and procedures, reasonable assurance, material weakness\n", "\n", "**Chunk 9**: Adobe Systems Incorporated, internal control over financial reporting, limitations, misstatements, projections\n", "\n", "**Chunk 10**: Adobe Systems Incorporated, changes in and disagreements with accountants, accounting and financial disclosure, none\n", "\n", "**Chunk 11**: Adobe Systems Incorporated, disclosure controls and procedures, effectiveness, reasonable assurance, internal controls over financial reporting, management’s annual report. \n", "\n", "page_end: 440 [['Adobe Systems Incorporated', 'revenue', 'geographical segments', 'Americas', 'EMEA', 'APAC', 'financial data (2013-2015)'], ['Adobe Systems Incorporated', 'property and equipment', 'geographical segments', 'Americas', 'EMEA', 'APAC', 'financial data (2014-2015)'], ['Adobe Systems Incorporated', 'significant customers', 'revenue', 'trade receivables', 'quarterly financial data (2015)'], ['Adobe Systems Incorporated', 'quarterly financial data (2015)', 'income before income taxes', 'net income', 'basic and diluted net income per share'], ['Adobe Systems Incorporated', 'quarterly financial data (2014)', 'income before income taxes', 'net income', 'basic and diluted net income per share'], ['Adobe Systems Incorporated', 'audit report', 'consolidated balance sheets', 'consolidated statements of income', 'comprehensive income', 'stockholders’ equity', 'and cash flows (2013-2015)'], ['Adobe Systems Incorporated', 'audit report', 'internal control over financial reporting', 'management’s responsibility', 'auditor’s responsibility'], ['Adobe Systems Incorporated', 'internal control over financial reporting', 'policies and procedures', 'reasonable assurance', 'material weakness'], ['Adobe Systems Incorporated', 'internal control over financial reporting', 'limitations', 'misstatements', 'projections'], ['Adobe Systems Incorporated', 'changes in and disagreements with accountants', 'accounting and financial disclosure', 'none'], ['Adobe Systems Incorporated', 'disclosure controls and procedures', 'effectiveness', 'reasonable assurance', 'internal controls over financial reporting', 'management’s annual report.']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", " Internal control over financial reporting, Securities Exchange Act of 1934, Committee of Sponsoring Organizations of the Treadway Commission (COSO), Financial statement audit, KPMG LLP\n", "\n", "### Chunk 2 ###\n", " Changes in internal control over financial reporting, ITEM 9B, OTHER INFORMATION, ITEM 10, DIRECTORS, EXECUTIVE OFFICERS AND CORPORATE GOVERNANCE\n", "\n", "### Chunk 3 ###\n", " ITEM 11, EXECUTIVE COMPENSATION, ITEM 12, SECURITY OWNERSHIP OF CERTAIN BENEFICIAL OWNERS AND MANAGEMENT AND RELATED STOCKHOLDER MATTERS, ITEM 13, CERTAIN RELATIONSHIPS AND RELATED TRANSACTIONS, AND DIRECTOR INDEPENDENCE, ITEM 14, PRINCIPAL ACCOUNTING FEES AND SERVICES\n", "\n", "### Chunk 4 ###\n", " Exhibits, Financial statement schedules, Index to Consolidated Financial Statements, Part II, Item 8, Form 10-K, SIGNATURES, Mark Garrett, Executive Vice President and Chief Financial Officer\n", "\n", "### Chunk 5 ###\n", " Power of attorney, Shantanu Narayen, Mark Garrett, Securities and Exchange Commission, Amendments to report\n", "\n", "### Chunk 6 ###\n", " Signatures, John E. Warnock, Charles M. Geschke, Shantanu Narayen, Mark Garrett, Richard T. Rowley, Amy Banse, Kelly Barlow, Edward W. Barnholt, Robert K. Burgess\n", "\n", "### Chunk 7 ###\n", " Signatures (continued), Frank Calderoni, Michael R. Cannon, James E. Daley, Laura Desmond, Daniel L. Rosensweig, Robert Sedgewick\n", "\n", "### Chunk 8 ###\n", " Trademarks, Adobe Systems Incorporated, Acrobat, Adobe, Adobe Connect, Adobe CreativeSync, Adobe Premiere, After Effects, Behance, Creative Cloud, Creative Suite, Dreamweaver, EchoSign, Flash, Fotolia, Illustrator, InCopy, InDesign, Lightroom, LiveCycle, Photoshop, PostScript, Reader, Typekit\n", "\n", "### Chunk 9 ###\n", " Exhibits (continued), Restated Certificate of Incorporation, Amended and Restated Bylaws, Specimen Common Stock Certificate, Form of Indenture, Form of Global Note for Adobe Systems Incorporated’s 4.750% Notes due 2020\n", "\n", "### Chunk 10 ###\n", " Exhibits (continued), Amended 1994 Performance and Restricted Stock Plan, Form of Restricted Stock Agreement, Form of Restricted Stock Unit Agreement, 1996 Outside Directors Stock Option Plan, Forms of Stock Option Agreements\n", "\n", "### Chunk 11 ###\n", " Exhibits (continued), 2003 Equity Incentive Plan, Form of Stock Option Agreement, Form of RSU Grant Notice and Award Agreement, Form of Restricted Stock Agreement, Performance Share Program \n", "\n", "page_end: 451 [['Internal control over financial reporting', 'Securities Exchange Act of 1934', 'Committee of Sponsoring Organizations of the Treadway Commission (COSO)', 'Financial statement audit', 'KPMG LLP'], ['Changes in internal control over financial reporting', 'ITEM 9B', 'OTHER INFORMATION', 'ITEM 10', 'DIRECTORS', 'EXECUTIVE OFFICERS AND CORPORATE GOVERNANCE'], ['ITEM 11', 'EXECUTIVE COMPENSATION', 'ITEM 12', 'SECURITY OWNERSHIP OF CERTAIN BENEFICIAL OWNERS AND MANAGEMENT AND RELATED STOCKHOLDER MATTERS', 'ITEM 13', 'CERTAIN RELATIONSHIPS AND RELATED TRANSACTIONS', 'AND DIRECTOR INDEPENDENCE', 'ITEM 14', 'PRINCIPAL ACCOUNTING FEES AND SERVICES'], ['Exhibits', 'Financial statement schedules', 'Index to Consolidated Financial Statements', 'Part II', 'Item 8', 'Form 10-K', 'SIGNATURES', 'Mark Garrett', 'Executive Vice President and Chief Financial Officer'], ['Power of attorney', 'Shantanu Narayen', 'Mark Garrett', 'Securities and Exchange Commission', 'Amendments to report'], ['Signatures', 'John E. Warnock', 'Charles M. Geschke', 'Shantanu Narayen', 'Mark Garrett', 'Richard T. Rowley', 'Amy Banse', 'Kelly Barlow', 'Edward W. Barnholt', 'Robert K. Burgess'], ['Signatures (continued)', 'Frank Calderoni', 'Michael R. Cannon', 'James E. Daley', 'Laura Desmond', 'Daniel L. Rosensweig', 'Robert Sedgewick'], ['Trademarks', 'Adobe Systems Incorporated', 'Acrobat', 'Adobe', 'Adobe Connect', 'Adobe CreativeSync', 'Adobe Premiere', 'After Effects', 'Behance', 'Creative Cloud', 'Creative Suite', 'Dreamweaver', 'EchoSign', 'Flash', 'Fotolia', 'Illustrator', 'InCopy', 'InDesign', 'Lightroom', 'LiveCycle', 'Photoshop', 'PostScript', 'Reader', 'Typekit'], ['Exhibits (continued)', 'Restated Certificate of Incorporation', 'Amended and Restated Bylaws', 'Specimen Common Stock Certificate', 'Form of Indenture', 'Form of Global Note for Adobe Systems Incorporated’s 4.750% Notes due 2020'], ['Exhibits (continued)', 'Amended 1994 Performance and Restricted Stock Plan', 'Form of Restricted Stock Agreement', 'Form of Restricted Stock Unit Agreement', '1996 Outside Directors Stock Option Plan', 'Forms of Stock Option Agreements'], ['Exhibits (continued)', '2003 Equity Incentive Plan', 'Form of Stock Option Agreement', 'Form of RSU Grant Notice and Award Agreement', 'Form of Restricted Stock Agreement', 'Performance Share Program']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "### Chunk 1 ###\n", "2003 Equity Incentive Plan, Performance Share Program, Award Calculation Methodology, Performance Share Award Grant Notice, Adobe Systems Incorporated\n", "\n", "### Chunk 2 ###\n", "2003 Equity Incentive Plan, Performance Share Program, Award Grant Notice, Performance Share Award Agreement, Adobe Systems Incorporated\n", "\n", "### Chunk 3 ###\n", "2003 Equity Incentive Plan, Director Initial Grant Restricted Stock Unit Award Agreement, Director Annual Grant Restricted Stock Unit Award Agreement, Adobe Systems Incorporated\n", "\n", "### Chunk 4 ###\n", "2005 Equity Incentive Assumption Plan, Stock Option Agreement, RSU Grant Notice, Award Agreement, Adobe Systems Incorporated, Retention Agreement, Shantanu Narayen\n", "\n", "### Chunk 5 ###\n", "Indemnity Agreement, Lease Agreement, Participation Agreement, Master Amendment, Adobe Systems Incorporated, Selco Service Corporation, KeyBank National Association\n", "\n", "### Chunk 6 ###\n", "Adobe Systems Incorporated Deferred Compensation Plan, Credit Agreement, Bank of America, JPMorgan Chase Bank, Royal Bank of Scotland PLC\n", "\n", "### Chunk 7 ###\n", "Omniture 1999 Equity Incentive Plan, Stock Option Agreement, Omniture, Inc., Adobe Systems Incorporated\n", "\n", "### Chunk 8 ###\n", "Omniture, Inc. Equity Incentive Plans, Stock Option Agreements, Adobe Systems Incorporated\n", "\n", "### Chunk 9 ###\n", "Visual Sciences, Inc. Equity Incentive Award Plan, Restricted Stock Award Grant Notice, Demdex, Inc. Stock Plan, EchoSign, Inc. Stock Plan, TypeKit, Inc. Equity Incentive Plan, Auditude, Inc. Equity Incentive Plan\n", "\n", "### Chunk 10 ###\n", "Auditude, Inc. Employee Stock Option Plan, Director Compensation, Executive Annual Incentive Plan, Adobe Systems Incorporated\n", "\n", "### Chunk 11 ###\n", "Nomination and Standstill Agreement, ValueAct Group, Behance, Inc. Equity Incentive Plan, Neolane 2008 Stock Option Plan, Adobe Systems Incorporated \n", "\n", "page_end: 462 [['2003 Equity Incentive Plan', 'Performance Share Program', 'Award Calculation Methodology', 'Performance Share Award Grant Notice', 'Adobe Systems Incorporated'], ['2003 Equity Incentive Plan', 'Performance Share Program', 'Award Grant Notice', 'Performance Share Award Agreement', 'Adobe Systems Incorporated'], ['2003 Equity Incentive Plan', 'Director Initial Grant Restricted Stock Unit Award Agreement', 'Director Annual Grant Restricted Stock Unit Award Agreement', 'Adobe Systems Incorporated'], ['2005 Equity Incentive Assumption Plan', 'Stock Option Agreement', 'RSU Grant Notice', 'Award Agreement', 'Adobe Systems Incorporated', 'Retention Agreement', 'Shantanu Narayen'], ['Indemnity Agreement', 'Lease Agreement', 'Participation Agreement', 'Master Amendment', 'Adobe Systems Incorporated', 'Selco Service Corporation', 'KeyBank National Association'], ['Adobe Systems Incorporated Deferred Compensation Plan', 'Credit Agreement', 'Bank of America', 'JPMorgan Chase Bank', 'Royal Bank of Scotland PLC'], ['Omniture 1999 Equity Incentive Plan', 'Stock Option Agreement', 'Omniture', 'Inc.', 'Adobe Systems Incorporated'], ['Omniture', 'Inc. Equity Incentive Plans', 'Stock Option Agreements', 'Adobe Systems Incorporated'], ['Visual Sciences', 'Inc. Equity Incentive Award Plan', 'Restricted Stock Award Grant Notice', 'Demdex', 'Inc. Stock Plan', 'EchoSign', 'Inc. Stock Plan', 'TypeKit', 'Inc. Equity Incentive Plan', 'Auditude', 'Inc. Equity Incentive Plan'], ['Auditude', 'Inc. Employee Stock Option Plan', 'Director Compensation', 'Executive Annual Incentive Plan', 'Adobe Systems Incorporated'], ['Nomination and Standstill Agreement', 'ValueAct Group', 'Behance', 'Inc. Equity Incentive Plan', 'Neolane 2008 Stock Option Plan', 'Adobe Systems Incorporated']] 11 11\n", "Keywords_st:\n", " Here are the keywords for each chunk:\n", "\n", "**Chunk 1**: Adobe Systems, stock options, executive compensation, SEC filings\n", "\n", "**Chunk 2**: Adobe Systems, executive compensation, stock options, Aviary Inc. stock plan\n", "\n", "**Chunk 3**: Adobe Systems, stock option plans, executive severance plan, subsidiaries, SEC filings\n", "\n", "**Chunk 4**: Adobe Systems, certifications, SEC filings, XBRL instances, financial reports\n", "\n", "**Chunk 5**: Adobe Systems, XBRL taxonomy extensions, financial reports, SEC filings\n", "\n", "**Chunk 6**: Adobe Systems, stock performance graph, five-year stockholder return comparison, S&P 500 Index\n", "\n", "**Chunk 7**: Adobe Systems, stock performance comparison, S&P 500 Index, S&P 500 Software & Services Index\n", "\n", "**Chunk 8**: Adobe Systems, SEC filings, incorporation by reference, Securities Act of 1933, Securities Exchange Act of 1934 \n", "\n", "page_end: 470 [['Adobe Systems', 'stock options', 'executive compensation', 'SEC filings'], ['Adobe Systems', 'executive compensation', 'stock options', 'Aviary Inc. stock plan'], ['Adobe Systems', 'stock option plans', 'executive severance plan', 'subsidiaries', 'SEC filings'], ['Adobe Systems', 'certifications', 'SEC filings', 'XBRL instances', 'financial reports'], ['Adobe Systems', 'XBRL taxonomy extensions', 'financial reports', 'SEC filings'], ['Adobe Systems', 'stock performance graph', 'five-year stockholder return comparison', 'S&P 500 Index'], ['Adobe Systems', 'stock performance comparison', 'S&P 500 Index', 'S&P 500 Software & Services Index'], ['Adobe Systems', 'SEC filings', 'incorporation by reference', 'Securities Act of 1933', 'Securities Exchange Act of 1934']] 8 8\n", "Generating questions..\n" ] } ], "source": [ "# Split into chunks (by tokens)\n", "import os\n", "import sys\n", "import json\n", "from helper import file_get_contents, file_put_contents, generate_contextual_keywords, get_llm_answer, generate_questions_bychunk\n", "from llama_index.core.schema import Document\n", "import tiktoken\n", "enc = tiktoken.get_encoding(\"o200k_base\")\n", "\n", "def split_into_chunks(content, chunk_size):\n", "\ta = enc.encode(content)\n", "\tleft, chunks = 0, []\n", "\twhile left < len(a):\n", "\t\tarr = a[left : left+chunk_size]\n", "\t\tchunks.append(enc.decode(arr))\n", "\t\tleft+=chunk_size\n", "\treturn chunks\n", " \n", "def generate_chunked_content(chunks):\n", " chunked_content = \"\"\n", " for idx, text in enumerate(chunks):\n", " chunked_content+=f\"### Chunk {idx+1} ###\\n{text}\\n\\n\"\n", " return chunked_content\n", " \n", "\n", "# Generate contextual keywords\n", "path = \"./temp/chunks2.json\"\n", "if not os.path.exists(path):\n", " print(\"Generating keywords..\")\n", " document_content, chunks, chunks2 = \"\", [], []\n", " for doc in documents: document_content+=doc.text+\"\\n\"\n", " chunks1 = split_into_chunks(document_content, 400) #400 -- defaulf value\n", " for i, chunk in enumerate(chunks1):\n", " chunks.append(chunk)\n", " if (len(chunks) > 10 or (i==len(chunks1)-1) and len(chunks)>2):\n", " chunked_content = generate_chunked_content(chunks)\n", " keywords = generate_contextual_keywords(chunked_content) \n", " print(\"page_end:\", i+1, keywords, len(keywords), len(chunks)) \n", " assert len(keywords) >= len(chunks)\n", " for j in range(len(chunks)): chunks2.append( {\"idx\":j, \"keywords\":keywords[j], \"content\":chunks[j]} )\n", " chunks = []\n", " file_put_contents(path, json.dumps(chunks2))\n", "else:\n", " chunks2 = json.loads(file_get_contents(path)) #it has content, keywords, idx\n", "\n", "\n", "# Generate questions\n", "path = \"./temp/chunks3.json\"\n", "if not os.path.exists(path):\n", " print(\"Generating questions..\")\n", " chunks3 = generate_questions_bychunk(chunks2) \n", " file_put_contents(path, json.dumps(chunks3))\n", "else:\n", " chunks3 = json.loads(file_get_contents(path)) #it has content, keywords, questions, idx now\n" ] }, { "cell_type": "code", "execution_count": null, "id": "0d40bb95-90d5-49d8-8374-8ab0f4c3fdeb", "metadata": {}, "outputs": [], "source": [ "# Create Index \n", "from llama_index.core import GPTVectorStoreIndex, StorageContext, load_index_from_storage\n", "os.environ[\"OPENAI_API_KEY\"] = OPENAI_API_KEY\n", "INDEX_DIR = \"./temp/local_index_cache\"\n", "if not os.path.exists(INDEX_DIR):\n", " print(\"Creating new index ...\")\n", " documents2 = [Document(text='#'+x['keywords']+'\\n'+x['content'], metadata={\"id\": str(x[\"idx\"])}) for x in chunks3] \n", " index = GPTVectorStoreIndex.from_documents(documents2)\n", " index.storage_context.persist(persist_dir=INDEX_DIR)\n", "else:\n", " storage_context = StorageContext.from_defaults(persist_dir=INDEX_DIR)\n", " index = load_index_from_storage(storage_context)\n", "query_engine = index.as_query_engine(similarity_top_k=5)\n", "\n", "# Run tests\n", "count, correct = 0, 0\n", "for test in chunks3[:]:\n", " if not \"questions\" in test: continue\n", " idx = test[\"idx\"]\n", " for question in test[\"questions\"]:\n", " count+=1\n", " response = query_engine.query(question)\n", " print(\"\\n\\n--- Test:\", question, \"idx:\", idx)\n", " for result in response.source_nodes[:]:\n", " print(result.node.metadata) #prompt+=f\"\\n\\n\\n \n", " if result.node.metadata['id'] == str(idx): correct+=1 \n", "\n", "print(\"Test correct, all:\", correct, count)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }