Responses API (Alpha)
Roadmap
Roadmap for the Julep Open Responses API
Overview
The Julepβs Open Responses API is under active development. This page provides a comprehensive overview of implemented features, in-progress development, and planned enhancements.
- The Open Responses API requires self-hosting. See the installation guide below.
- Being in Alpha, the API is subject to change. Check back frequently for updates.
- For more context, see the OpenAI Responses API documentation.
Current Implementation Status
1. Implemented Features β
This section lists the core functionalities that have been implemented.
1.1. Core Functionality
- Basic Response Creation and Retrieval
- Text and Image Input Support
- Multiple Input and Output Formats
- Response Metadata
- Reasoning Support
- Tool Choice Configuration
1.2. Advanced Features
- Function Calling
- Dynamic function execution
- Parameter validation
- Error handling
- Function chaining support
- Web Search Tool Support
- Real-time web queries
- Result filtering and ranking
- Source verification
- Search result caching
- Response Metadata
- Creation timestamps
- Processing duration
- Resource usage metrics
- Performance analytics
- Reasoning Support
- Step-by-step reasoning
- Logical deduction
- Context awareness
- Decision tracking
- Tool Choice Configuration
- Tool selection criteria
- Priority-based routing
- Fallback mechanisms
- Tool-specific parameters
2. Partially Implemented Features π
This section lists the features that are partially implemented.
2.1. File Search Tool
- Basic file indexing
- Full text search across indexed files
- Support for multiple file formats, including PDFs and office documents
- Relevance-based ranking of search results
- Filters by file type, date, and metadata
- Indexing improvements for faster queries
2.2. Reasoning Effort
- Baseline reasoning budget allocation
- Dynamic budget adjustment based on request complexity
- Optimized compute usage for long running tasks
- Performance monitoring
2.3. Annotations for Citations
- Basic citation format
- Automatic source verification
- Customizable citation styles
- Auto-generation of citations from references
3. Planned Features π
This section lists the features that are planned to be implemented in the future.
3.1. Streaming Support
- Real-time response streaming
- Progress indicators
- Partial response handling
- Connection management
3.2. Response Deletion Endpoint
- Secure deletion
- Cascade deletion options
- Deletion confirmation
- Audit logging
3.3. Integration Features
- Computer Tool Call Support
- OpenAI compatibility layer
- Tool translation service
- Error handling
- Response mapping
3.4. Performance Optimizations
- Truncation Auto Support
- Smart content truncation
- Context preservation
- Length optimization
- Quality maintenance
3.5. API Enhancements
- GET /responses//input_items
- Input item retrieval
- Item metadata
- Version history
- Relationship mapping
- Pagination for Input Items
- Page size configuration
- Cursor-based navigation
- Total count information
- Filtering options
4. Future Considerations
This section lists the features that are planned to be implemented in the future.
4.1. System Enhancements
- Enhanced security features
- Advanced analytics dashboard
- Custom plugin system
- Multi-language support
4.2. Performance & Scaling
- Rate limiting and quotas
- Advanced caching mechanisms
- Load balancing improvements
- Distributed processing support
Next Steps
- Return to the Responses API Quickstart - To get started with the Responses API
- Return to the Responses API Examples - To learn through practical examples
- Return to the Responses API Concepts - To understand core concepts and components
- Learn more about Julep - To learn more about Julep and its features
- GitHub - To contribute to the project