Feature Roadmap
This page outlines upcoming features and improvements planned for our API service. These items are subject to change based on user feedback and evolving priorities.
| Feature/Improvement | Description | Priority | Label | Status |
|---|---|---|---|---|
| Rolling Key Management | Implement automatic rotation of API keys to enhance security | High | Security | TODO |
| User Management Dashboard | Create a web interface for users to manage their API keys and account settings | High | UI/UX | TODO |
| Service Health Monitoring | Implement comprehensive monitoring and alerting for all API services | High | DevOps | TODO |
| Multi-factor Authentication | Add 2FA option for user accounts | Medium | Security | TODO |
| Inference Model Versioning | Allow users to specify which version of the inference model they want to use | Medium | Infer Features | TODO |
| Batch Processing API | Implement endpoints for batch processing of documents or queries | Medium | API Features | TODO |
| Auto-scaling for Inference Services | Implement auto-scaling for inference services based on demand | Medium | Server | TODO |
| Custom Vocabulary for NLP Tasks | Allow users to provide custom vocabularies for NLP tasks | Low | Infer Features | TODO |
| API Usage Analytics Dashboard | Provide detailed analytics on API usage for users | Low | UI/UX | TODO |
| Webhook Integration | Allow users to set up webhooks for asynchronous notifications | Low | API Features | TODO |
| Multi-language Support for Documentation | Translate API documentation into multiple languages | Low | Documentation | TODO |
| Integration with Popular CI/CD Platforms | Provide easy integration with platforms like Jenkins, GitLab CI, etc. | Medium | CI/CD | TODO |
| Enhanced Rate Limiting Options | Allow users to customize rate limiting rules | Low | API Features | TODO |
| Scheduled Index Updates | Enable users to schedule regular updates for their indexed content | Medium | Indexing Features | TODO |
| Cross-Region Data Replication | Implement data replication across multiple geographic regions for improved reliability and performance | High | Server | TODO |
| Advanced Query Language | Develop a more expressive query language for complex search operations | Medium | Search Features | TODO |
| Federated Learning Support | Implement federated learning capabilities for distributed model training | Low | Infer Features | TODO |
| Dark Mode for Documentation | Add a dark mode option for the API documentation | Low | UI/UX | TODO |
| API Versioning | Implement a robust API versioning system to support multiple API versions simultaneously | High | API Features | TODO |
| Enhanced Error Reporting | Provide more detailed and actionable error messages | Medium | API Features | TODO |
| Inference Result Caching | Implement caching for inference results to improve response times for repeated queries | Medium | Performance | TODO |
| Customizable Search Ranking | Allow users to adjust search ranking algorithms | Low | Search Features | TODO |
| Automated Data Validation | Implement automated checks for data quality and consistency during indexing | Medium | Indexing Features | TODO |
| Interactive API Explorer | Add an interactive API explorer in the documentation for testing endpoints | Medium | Documentation | TODO |
| GDPR Compliance Tools | Develop tools to help users comply with GDPR requirements | High | Compliance | TODO |
| Sentiment Analysis API | Add sentiment analysis capabilities to the inference API | Low | Infer Features | TODO |
| Bulk Export of API Usage Logs | Allow users to export their API usage logs in bulk | Low | API Features | TODO |
| Single Sign-On (SSO) Integration | Support SSO integration for enterprise users | Medium | Security | TODO |
| Real-time Collaboration Features | Implement features for real-time collaboration on document editing and annotation | Low | Collaboration | TODO |
| Implement Actual Search Functionality | Replace random results with actual search functionality based on specified search types | High | Search Features | TODO |
| Advanced Pagination Engine | Develop a separate engine for pagination management to handle features like next and previous page navigation | Medium | Search Features | TODO |
| Sophisticated Scoring System | Develop a more sophisticated scoring system based on relevance to the query, replacing random float values | High | Search Features | TODO |
| Expanded Search Parameters | Expand search_params to include more options beyond just doc_id | Medium | Search Features | TODO |
| Comprehensive Error Handling | Implement proper error handling and return appropriate error codes and messages for the search API | High | API Features | TODO |
| Additional Filters Structure | Clarify and document the exact structure and possibilities for additional_filters in the search API | Medium | Documentation | TODO |
| Search Result Caching | Implement a caching mechanism for frequently performed searches to improve performance | High | Performance | TODO |
| Search Security Measures | Implement security measures such as rate limiting or query complexity limits for the search API | High | Security | TODO |
| "Did You Mean" Feature | Add a "suggestions" or "did you mean" feature for misspelled queries in the search API | Medium | Search Features | TODO |
| Bulk Indexing | Add support for submitting multiple documents in a single request to improve efficiency for large-scale indexing operations | High | API Features | TODO |
| Indexing Progress Tracking | Implement a more detailed progress tracking system for large documents, providing percentage completion or estimated time remaining | Medium | UI/UX | TODO |
| Reindexing | Add an endpoint to reindex a document without having to delete and re-add it manually | Medium | API Features | TODO |
| Partial Updates | Allow updating specific fields or metadata of an indexed document without reindexing the entire content | High | API Features | TODO |
| Scheduled Indexing | Implement a feature to schedule document indexing for a future time or set up recurring indexing jobs | Medium | Indexing Features | TODO |
| Index Optimization | Add endpoints for manual index optimization, such as merging segments or forcing a refresh | Low | Performance | TODO |
| Custom Analyzers | Allow users to specify custom analyzers or tokenizers for specific fields during the indexing process | Medium | Indexing Features | TODO |
| Document Versioning | Implement document versioning to keep track of changes and allow reverting to previous versions if needed | Medium | Indexing Features | TODO |
| Indexing Callbacks | Add support for webhook notifications when indexing is complete or if errors occur during the process | Medium | API Features | TODO |
| Index Statistics | Provide an endpoint to retrieve statistics about the index, such as the total number of documents, index size, and last update time | Low | API Features | TODO |
| Batch Processing API | Implement endpoints for batch processing of documents or queries | High | API Features | TODO |
| Indexing Priorities | Implement a priority system for the indexing queue to process more important documents first | Medium | Indexing Features | TODO |
| Indexing Templates | Implement pre-defined indexing templates for common document types to simplify the indexing process | Low | Indexing Features | TODO |
| Field Mapping | Provide functionality to map fields from the input data to specific indexed fields, allowing for more flexible document structures | Medium | Indexing Features | TODO |
| Error Logs Retrieval | Implement detailed error logging for failed indexing attempts and provide an endpoint to retrieve these logs | High | API Features | TODO |
| Automated Data Validation | Implement automated checks for data quality and consistency during indexing | Medium | Indexing Features | TODO |
| Content Extraction Enhancements | Improve content extraction capabilities for various file formats (PDF, DOC, etc.) | High | Indexing Features | TODO |
| Multi-language Indexing Support | Enhance indexing to better handle documents in multiple languages | Medium | Indexing Features | TODO |
| Indexing Plugins | Develop a plugin system to allow custom pre-processing or post-processing of documents during indexing | Low | Extensibility | TODO |
| Incremental Indexing | Implement an efficient way to index only the changes in large documents rather than reindexing the entire content | High | Performance | TODO |
| Index Rollback | Add the ability to roll back the index to a previous state in case of indexing errors or data corruption | Medium | Reliability | TODO |
| Distributed Indexing | Implement a distributed indexing system to handle very large document collections more efficiently | High | Scalability | TODO |
| Real-time Indexing | Provide options for real-time or near-real-time indexing for time-sensitive applications | Medium | Performance | TODO |
| Custom Stopwords and Synonyms | Allow users to define custom stopwords and synonyms for indexing | Low | Indexing Features | TODO |
| Index Compression | Implement advanced compression techniques to reduce the size of the index without sacrificing performance | Medium | Performance | TODO |
| Indexing API Versioning | Implement a robust versioning system for the Indexing API to support multiple versions simultaneously | High | API Features | TODO |
| Indexing Sandbox | Provide a sandbox environment for testing indexing configurations without affecting the production index | Medium | DevOps | TODO |
This roadmap provides a high-level overview of planned improvements and new features. We prioritize these items based on user feedback, market trends, and strategic goals. The priorities and timelines may adjust as we continue to evolve our service.
We encourage our users to provide feedback on these planned features and suggest new ideas that could enhance the API's functionality and user experience.
Legend for Labels:
- Security: Features related to enhancing the security of the API and user data
- UI/UX: Improvements to user interfaces and overall user experience
- DevOps: Features related to deployment, monitoring, and maintenance of the API infrastructure
- Infer Features: New capabilities or improvements to the inference API
- API Features: General improvements or additions to API functionality
- Server: Backend infrastructure and performance improvements
- CI/CD: Features related to continuous integration and deployment
- Documentation: Improvements to API documentation and developer resources
- Indexing Features: Enhancements to the document indexing capabilities
- Search Features: Improvements to search functionality and algorithms
- Performance: Optimizations to improve overall API performance
- Compliance: Features to ensure compliance with regulations and standards
- Collaboration: Features that enable better collaboration among API users
We're committed to continuously improving our API service. This roadmap provides a high-level overview of planned improvements and new features. We prioritize these items based on user feedback, market trends, and strategic goals. The priorities and timelines may adjust as we continue to evolve our service.
We encourage our users to provide feedback on these planned features and suggest new ideas that could enhance the API's functionality and user experience. Stay tuned for updates as we roll out these features and enhancements!