> ## Documentation Index
> Fetch the complete documentation index at: https://docs.julep.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Roadmap

> Roadmap for the Julep Open Responses API

## Overview

The Julep's Open Responses API is under active development. This page provides a comprehensive overview of implemented features, in-progress development, and planned enhancements.

<Warning>
  * The Open Responses API requires self-hosting. See the [installation guide](/responses/quickstart/#local-installation) below.
  * Being in Alpha, the API is subject to change. Check back frequently for updates.
  * For more context, see the [OpenAI Responses API](https://platform.openai.com/api-reference/responses) documentation.
</Warning>

## Current Implementation Status

### 1. Implemented Features ✅

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 🔄

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 🔜

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/{response_id}/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](/responses/quickstart) - To get started with the Responses API
* [Return to the Responses API Examples](/responses/examples) - To learn through practical examples
* [Return to the Responses API Concepts](/responses/concepts) - To understand core concepts and components
* [Learn more about Julep](/introduction/julep) - To learn more about Julep and its features
* [GitHub](https://github.com/julep-ai/julep) - To contribute to the project