🎯 Roadmap — Q4 25

[leoguillaume]

V1 release

The goal of the V1 is to clean and fix all current feature to release the first version of OGL.

🚀 Features and improvements

Models

• Support Mistral provider
• Dynamic model provision
• Model queuing, priorization and quality of service #476

Playground

• Replace Streamlit by Reflex for playground #489
• [Deprecated] document, transcription, summarize pages in playground

Document managment

• Add filter system in search endpoint #420
• Import collection and update from parquet
• Update document
• [Deprecated] /v1/files endpoints
• [Deprecated] search in /v1/chat/completions

OCR

• OCR endpoint on Mistral standard
• Support OCR mistral backend
• [Refacto] Marker as model
• [Deprecated] Vision model to OCR
• [Deprecated] ocr-beta and parse-beta endpoint

Audio

• Support Mistral API audio backend
• Support vLLM audio backend

Rerank

• Change signature of /v1/rerank endpoint to Cohere standard #418

User management

• Manage organizations
• Manage projects
• [Refactor] Accesscontroler for RBAC support

Documentation and configuration

• Complete V1 documentation #470
• Change master name in configuration #429
• [configuration] Pass Celery as dependancy #490

Other

• deprecated mcp #483
• deprecated deepsearch #485
• deprecated completions #484

♻️ Refactor and optimizations

• Clean architecture
  • [Refactor] Split helpers in use cases and controlers
  • [Refactor] Dependancies in helpers
• Model queuing, priorization and quality of service #476
• Use Redis to store Albert API token instead of querying the database #488
• [Refactor] Integration tests
• [Refactor] Endpoint unit tests
• [Refactor] Mock model clients API for integration tests

🗑️ Deprecated

• [Deprecated] /v1/files endpoints
• [Deprecated] search in /v1/chat/completions
• deprecated mcp #483
• deprecated deepsearch #485
• deprecated completions #484

⚠️ Breaking change

• Change signature of /v1/rerank endpoint to Cohere standard #418
• [configuration] Pass Celery as dependancy #490