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We’re expanding our multimodal capabilities to include video uploads.This feature will enable:
  • Video Content Analysis: Upload and analyze video files directly through the API
  • Frame-by-Frame Processing: Extract insights from video content at multiple time points
  • Visual Scene Understanding: Analyze visual elements, objects, and activities in video content
  • Multimodal Search: Search for information based on both visual and audio elements from your uploaded videos
Supported formats will include common video file types (MP4, MOV, AVI) with reasonable file size limits for API efficiency.This capability will unlock new use cases in content moderation, educational analysis, media research, and automated video summarization.
Expanding your ability to access and process information:
  • File Repository Integration: Query file repositories tied to your API organization
  • Multi-format File Search: Search across various file types (PDFs, documents, spreadsheets)
  • External Data Source Integration: Connect to external data stores and databases
  • Enterprise Connector Parity: Full feature parity with enterprise connector capabilities
This feature will allow your applications to tap into a broader range of data sources for more comprehensive insights, enabling you to build applications that can search and analyze your organization’s entire knowledge base.
We’re expanding our structured outputs capabilities:
  • Universal JSON Support: JSON structured outputs are now available for all models across all tiers
  • Complete Regex Support: Extending regex pattern support to all models (currently available for sonar and sonar-reasoning)
  • Advanced Schema Validation: Enhanced validation options for more reliable structured data
  • Output Templates: Pre-defined templates for common use cases
This expansion will make it easier to build applications that require consistent, structured data from our API responses.
We’re committed to making our documentation a truly exceptional resource:
  • Improved Layout: Optimized structure for better self-serve workflows
  • Consistent Design: Unified branding between our landing page and documentation
  • Enhanced Content: Revised explanations for better developer understanding
  • Vertical-Specific Guides: Specialized documentation for publishers, merchants, and other industry partners
  • High-Fidelity Demos: More comprehensive examples beyond our basic cookbook demos
  • Comprehensive Prompt Guide: In-depth resources to help you build effectively with our search + LLM API
  • API Selection Guides: Clear guidance on which API is best suited for specific scenarios
These improvements will help you get up to speed faster and make the most of our API capabilities.
We’re scaling our infrastructure to support significantly higher request volumes:
  • Enterprise-Scale Rate Limits: Supporting use cases up to 100K requests per minute
  • High-Growth Startup Support: Designed specifically for rapidly scaling applications
  • Infrastructure Reliability: Enhanced stability and reduced latency spikes under high load
  • Regional Scaling: Expanded infrastructure deployment for global applications
This enhancement will ensure our API can grow alongside your application’s user base and processing needs, supporting everything from high-growth startups to enterprise-scale deployments.
Improving our error framework:
  • More descriptive error messages
  • Clearer guidance on resolving common issues
This will reduce debugging time and help you understand and address issues more efficiently.
Broadening the types of content you can work with:
  • URL Content Integration: Specify URLs within prompts to search for and analyze content from specific web pages directly
  • Advanced URL Parsing: Extract and analyze content from web pages with enhanced accuracy and context understanding
  • Web Page Analysis: Deep content extraction including text, images, and structured data from URLs
  • Real-time Web Content: Access to live web content for dynamic analysis and research
These features will enable new use cases and richer interactions within your applications, allowing you to reference specific web content and build more comprehensive research workflows with real-time web data integration.
We’re addressing the limitations of managing context in API calls by introducing new context management features.Key improvements include:
  • Efficient Context Storage: Avoid appending responses from previous API calls to new ones, reducing the risk of exceeding context windows.
  • Session-Based Memory: Enable session-based memory to maintain context across multiple API calls without manual intervention.
These enhancements will make it easier to build applications that require persistent context without hitting technical limitations.
We’re preparing to make Pro Search available to all API users:
  • Multi-step Reasoning: Access to the advanced agentic search capabilities currently in beta
  • Dynamic Tool Execution: Automated web searches, URL content fetching, and Python code execution
  • Intelligent Classification: Automatic determination of when to use pro search vs fast search based on query complexity
  • Transparent Reasoning: Real-time streaming of the model’s thought process and tool usage
This will unlock sophisticated research workflows and enable your applications to handle complex, multi-dimensional queries that require computational analysis and deep web research.
Introducing voice-based interactions through our API:
  • Real-time Voice Processing: Direct voice input and audio response generation
  • Natural Conversation Flow: Maintain context across voice interactions
  • Multi-language Support: Voice capabilities across multiple languages
  • Low-latency Streaming: Optimized for real-time voice applications
This capability will enable voice assistants, interactive applications, and hands-free interfaces that can search and reason about information through natural speech.
Expanding our capabilities with specialized financial tools:
  • Market Data Access: Real-time and historical stock prices, market indicators
  • Ticker Symbol Lookup: Intelligent company and symbol resolution
  • Financial Analysis Tools: Price history, trend analysis, and market insights
  • SEC Filing Integration: Enhanced search and analysis of financial documents
These tools will enable sophisticated financial applications, trading platforms, and investment research tools with access to comprehensive financial data and analysis capabilities.
Bringing cutting-edge experimental features to the API:
  • Early Access Features: Test new capabilities before general release
  • Advanced Model Variants: Access to experimental model configurations
  • Prototype Integrations: Early versions of upcoming integrations and tools
  • Developer Feedback Integration: Direct influence on feature development through testing
This will give developers early access to innovative features and the opportunity to shape the future direction of our API capabilities.
Expanding our integration ecosystem:
  • Agentic Framework Support: Enhanced integrations with LangChain, LlamaIndex, and other AI frameworks
  • Developer Platform Integration: Native support for popular development environments
  • Workflow Automation: Integration with automation platforms and CI/CD pipelines
  • Real-time Collaboration: Enhanced tooling for team-based development
These integrations will make it easier to incorporate our API into your existing development workflows and build more sophisticated AI applications.
Advanced analytics and monitoring for your API usage:
  • Query Analysis: Detailed insights into query patterns, types, and performance
  • Usage Metrics: Comprehensive tracking of API calls, response times, and success rates
  • Error Monitoring: Detailed error tracking and debugging information
  • Performance Optimization: Insights to help optimize your application’s API usage
  • Cost Management: Detailed billing breakdowns and usage forecasting
This dashboard will provide the visibility you need to optimize your applications, manage costs, and understand user behavior patterns.

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Timeline and Availability

This roadmap represents our current development priorities. Features will be released incrementally, with some becoming available in the coming months and others planned for later in the year. We’ll announce new feature availability through our changelog and via email notifications to API users.
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