Changelog for Spark
Spark is an AI-based solution for technology discovery. It combines real-time data from R&D, market, and company sources with various task-specific, AI-based agentic workflows and LLMs. Deep tech builders and investors use Spark to discover and explore the technologies, ideas, and ventures that enable their next products and missions.
Improved Engineering Problem Solver
Week of November 4 - 10, 2024
- Added search for analogous problems in other industries
- Improved the reasoning workflow for subtopic solution evaluation
New "Engineering Problem Solver" Agentic Workflow
Week of October 28 - November 3, 2024
- Introduced "Engineering Problem Solver", featuring a new approach to breaking down problems
- Added agentic workflow to Problem Solver that determines qualitative and quantitative criteria of a problem
- Added research and result evaluation capabilities for subtopics
UI Updates, Better Analytics, Agentic Workflow Enhancements
Week of October 21 - 27, 2024
- Added a new "My Contents Only" filter option, making it easier to analyze personal content
- Improved mobile experience
- Enhanced the Business Opportunity Canvas agentic workflow by adding competitor analysis
Added "My Contents" Section and Analytics
Week of October 14 - 20, 2024
- Implemented secure and private document upload and analytics
- Improved file handling to support larger uploads (beyond 4.5MB)
- Reorganized the codebase for better structure
Major Interface and Navigation Updates
Week of October 7 - 13, 2024
- Complete redesign of the chat interface with modern styling
- Navigation improvements: Chat moved to a dedicated "/chat" page, wider sidebar with full text menu items
- Renamed and enhanced the "Tools" section with improved styling and dialog interface
- Performance optimization for "open challenges" generation by switching to a faster AI model and adding parallel processing
"Business Opportunity Canvas" Agentic Workflow, Major Search Improvements
Week of September 30 - October 6, 2024
- Introduced new "Business Opportunity Canvas" agentic workflow
- Improved scientific paper search, with smart relevance checking to ensure higher quality results
- Added competitor analysis features, including bulk upload and a collapsible display
- Enhanced system's ability to handle time-specific queries (e.g., "last quarter") and streamlined research paper filtering for news
Search and User Experience Updates
Week of September 23 - 29, 2024
- Enhanced search functionality with improved result filtering and smarter tool selection, plus updated visual design
- Added more convenient copy-to-clipboard feature for all tables and improved market intelligence data display
- Streamlined user authentication across pages and made views directly accessible through URLs
- Upgraded business model generation feature to provide more detailed suggestions and implementation steps
Launch and Improvements of Startup Comparison Tool
Week of September 16 - 22, 2024
- Launched a new feature for comparing startup companies, with a user-friendly interface and a limit of 25 companies per comparison
- Enhanced data accuracy by implementing better startup detection to avoid mistaking large companies (like Apple and Samsung) for startups
- Improved table design and added a prominent "Copy to Clipboard" button for better user experience
- Switched startup details search provider for faster employee count data retrieval and improved overall system performance
News Tracker, Research Paper Explainer, 'New Chat' Button, Better Startup Landscape
Week of September 9 - 15, 2024
- Rebuilt news tracker: new UI, structure, sources. Enhanced event analysis. Unlimited topic storage for users.
- New workflow summarizes research papers, explaining goals, methods, results, questions, related papers, and relevant startups.
- Added 'New Chat' button for easier resetting of the chat
- Startup Landscape: Improved technology analysis of the startup of interest
Startup Landscape, System Architecture Improvements
Week of September 2 - 8, 2024
- Startup landscape for analyzing a startup's products, other startups related to these products, and its founders
- Better routing for pages that do not require login
- Better tool calling in Tehchnology Strategy Dashboard
Technology Strategy Dashboard, UI and Analytics Improvements
Week of August 26 - September 1, 2024
- Technology strategy dashboard for high-level analyses of technologies
- Follow-up questions can now be selected by clicking, no more copy/paste
- Improved the analytics of the TRL estimator
Images, TRL Estimator, General Improvements
Week of August 19-25, 2024
- Added image upload and analysis functionality
- Added TRL (Technology Readiness Level) estimator
- Improved the logic of several command workflows
- Improved UI (e.g. bigger commands window)
Launched First Version of News Board
Week of August 12-18, 2024
- Completed initial News Board functionality, including general news, science, patents, and clinical trials
- Improved business model ideation UI and styling
- Updated AI SDK packages and added source category filters
VC Finder and Better Data Export
Week of July 29 - August 4, 2024
- Enhanced markdown formatting and system prompts
- Added commands for finding VCs and incubators
- Updated general question handling and tool invocations
Major Language Model Upgrade
Week of July 22-28, 2024
- Switched to a more capable language model
- Improved tool calling and command handling
- Added functionality to find leading researchers
- Streamlined prompt modifications and tool imports
Streamlined Commands and Database Migration Improve System Efficiency
Week of July 15-21, 2024
- Consolidated Spark commands into a single file
- Modified signin and signup pages
- Removed dependencies on various cloud storage services
Business Model Interface Receives Major Updates
Week of July 8-14, 2024
- Updated default prompts and system instructions
- Modified business model generator interface
- Improved data fetching for various information types
Started Implementation of News Board
Week of July 1-7, 2024
- Started building News Board functionality
- Refactored API calls
- Added "venture investors" and "product developers" commands
- Implemented new command menu system
- Updated business model generation process
Consumer Reviews and Enhanced Business Model Generation
Week of June 24-30, 2024
- Added consumer review command
- Enhanced business model text generation
- Improved system prompts and follow-up questions
- Implemented new chat screens for companies, science & technology, and market intelligence
Global Patents and EU Research Project Search
Week of June 17-23, 2024
- Extended patent search functionality to global coverage
- Implemented EU research project search
- Improved chat UI and styling
- Updated menu and button designs
New Dashboard and 'Ask Anything' Feature
Week of June 10-16, 2024
- Developed new dashboard-based home page
- Implemented responsive design for mobile viewports
- Added "ask anything" functionality
Business Model Generator Launched
Week of June 3-9, 2024
- Added new commands for venture investors and product developers
- Implemented business model generator with multiple model types
- Enhanced chat commands and system prompts
- Improved overall UI/UX, including new fonts and layout adjustments
Major Refactoring Improves Chat and Business Model Generator Components
Week of May 27 - June 2, 2024
- Refactored chat and business model generator into components
- Improved sidebar and navigation design
- Enhanced function calls and API integrations
- Added new commands and improved existing ones
Trial Account Limitations and Enhanced Command System Implemented
Week of May 20-26, 2024
- Implemented trial account limitations
- Enhanced dropdown menu for commands
- Improved data source handling and API integrations
- Added new functions for company and market analysis
Improvements to Mobile Responsiveness and Business Model Generator
Week of May 13-19, 2024
- Improved responsive design for mobile devices
- Enhanced sidebar functionality
- Implemented business model generator as a component
- Updated layout and styling of various pages
New Branding and Enhanced Market Research Features
Week of May 6-12, 2024
- Implemented new logo and branding elements
- Enhanced market research and company analysis features
- Improved API integrations for various data sources
Business Model Types Expanded, UI Components Upgraded
Week of April 29 - May 5, 2024
- Added new business model types (Operational and Production)
- Implemented UI improvements using component library
- Enhanced dropdown and alert components
- Added business models cheat sheet feature
Business Model Generator Development Begins, API Integrations Improved
Week of April 22-28, 2024
- Began development of business model generator
- Improved API integrations and error handling
- Enhanced privacy policy and terms of service pages
- Refactored and optimized various functions
Dynamic Navigation and Advanced Research Functions Added
Week of April 15-21, 2024
- Implemented dynamic header navigation
- Enhanced multiple API functions for improved data retrieval
- Added market opportunities and trends function
- Implemented function for author-specific research paper search
Product Finder, UI/UX Improvements
Week of April 8-14, 2024
- Added product finder functionality
- Improved command menu organization
- Enhanced API integrations for research papers and market data
Custom Authentication Pages and Company Comparison Tools
Week of April 1-7, 2024
- Added custom sign-in and sign-up pages
- Implemented function for company comparison
- Enhanced competitor analysis features
- Added earnings call analysis function
Follow-up Prompts and GitHub Search
Week of March 25-31, 2024
- Implemented dropdown menu for follow-up prompts
- Enhanced market information retrieval
- Improved news brief generation
- Added GitHub repository search functionality
Government Funding Search Feature
Week of March 18-24, 2024
- Added government funding search feature
- Enhanced startup search functionality
- Improved overall error handling and API integrations
Earnings Call Analysis and Company Comparison Features
Week of March 11-17, 2024
- Added commands for company founder information and company comparison
- Implemented earnings call analysis feature
- Enhanced news retrieval and analysis
- Improved prompt handling and command structure
Improved News Integration
Week of March 4-10, 2024
- Improved news API integration
- Enhanced GitHub repository search
- Added group results function to dropdown menu
API Efficiency Boost and Error Handling Improvements
Week of February 26 - March 3, 2024
- Refactored API calls for improved efficiency
- Updated packages and fixed outdated parameters
- Improved error handling in API integrations
- Enhanced prompt extensions and modifications
Competitor Search Template
Week of February 19-25, 2024
- Added competitor search command
- Implemented header navigation as a component
- Enhanced GitHub repository search functionality
Web Search Integration and Startup Search Enhancement
Week of February 12-18, 2024
- Implemented web search API integration
- Enhanced startup search functionality
- Improved HTML parsing for text extraction
- Modified prompts and templates
Web Search Function and News Brief Creation
Week of February 5-11, 2024
- Added basic web search function with content retrieval
- Improved news brief creation process
- Enhanced API integrations for various data sources
- Improved HTML to text conversion
New Color Palette and Copy to Clipboard Feature
Week of January 29 - February 4, 2024
- Implemented new color palette
- Enhanced news search functionality
- Added "copy to clipboard" feature for assistant messages
Recursive Function Calling and Better Patent Search
Week of January 22-28, 2024
- Implemented recursive function calling for comprehensive topic analysis
- Enhanced prompts and system instructions
- Improved rate limiting and error handling
- Improved basic patent search functionality
Authentication System and Various Search Functions
Week of January 15-21, 2024
- Implemented authentication and user management
- Added various basic search functions (patents, VC funding, etc.)
- Enhanced prompt templates and modifications
- Improved overall application structure and error handling
Initial Application Setup and Basic Chat Functionality Launched
Week of January 8-14, 2024
- Initial setup of the application
- Implemented basic chat functionality
- Added initial API integrations for data retrieval
- Set up project structure and environment