v0.23.0

• Replace Flask with Quart to increase service concurrency. #11277
• Orchestrating data transform nodes for data pipeline. [Feature Request]: Enhance orchestrating data transform nodes for data pipeline. #10427
• Support memory for agent. [Feature Request]: Support memory for Agent #4213

v0.22.0

• [Feature Request] Support multiple data sources synchronizations, like S3, Confluence, Discord, etc; #10953
• Integrate MinerU as one of the document parser. Feat: add MinerU parser #10621
• Admin UI

v0.21.0

• Support pipeline orchestration for data ingestion. [Feature Request]: Use data pipeline to visualize the parsing configuration of the knowledge base #9869
• Support long-context RAG for long documents with much better retrieval qualities. #10436
• Manually trigger knowledge graph and Raptor generation for the entire dataset. [Feature Request]: Manually trigger knowledge graph and Raptor generation #10443
• Add admin CLI and admin service. [Feature Request]: Add admin CLI and admin service #10241

v0.20.0

• A brand new agent and workflow builder: support agent and workflow orchestration in a unified canvas. [Feature Request]: Redesign and refactor our agent module #9082 [Feature Request]: Is it possible to edit the model's system prompt words when creating an agent? #6365
• Enable agents to call MCP tools [Feature Request]: When can the agent support the invocation of MCP services? #7936 [Feature Request]: Expanded the capabilities of the MCP Server #8644 [Feature Request]: To make the workflow more powerful, apply for an MCP node #7742
• Knowledge Retrieval enhancement, including using as a tool to Agent, cross-lang search, etc [Feature Request]: Redesign and refactor our agent module #9082 [Feature Request]: Retrieval component support cross-lang search #8107
• Support sharing agents with initial variables pre-configured [Feature Request]: When the Agent uses variables at the beginning, that is, when the Begin component adopts variables, this Agent cannot embed into other websites #7291 [Question]: Upload file function after embedding webpage #7486 [Feature Request]: Begin component takes a variable so I cannot embed it into a webpage, but translation agent needs to get user's input #7322
• Agent now can see the world with vision feature [Feature Request]: Redesign and refactor our agent module #9082
• Display runtime logs when interacting with agents [Feature Request]: Redesign and refactor our agent module #9082
• Developers now can see the chat logs when their users chat with Agent on the embedded page [Feature Request]: Audit logs to record my users' questions and system replies #4577
• Users can clear chat history during chating with an Agent [Question]: Why do the results obtained by accessing the agent through the api are different from those obtained by accessing the console #8371
• Redesign the UI and introduce dark mode [Feature Request]: Redesign and refactor our agent module #9082

v0.19.0

• Support cross-language search in the knowledge base and chat modules. [Feature Request]: Cross-language query #7376
• Add a new code component to the Agent module. [Feature Request]: Add the JS code (or other) executor component to Agent. #4977
• [Feature Request]: Display inline (non-quoted) images in the chat and search modules #7623
• [Feature Request]: Add image preview for images in documents(Retrieval test). #7608

v0.18.0

• [Feature Request]: Implement Model Context Protocol (MCP) server for RAGFlow #4344
• [Feature Request]: Citation in answer optimization. #5905
• Agent can be shared betweem team members. Feat: add agent share team viewer #6222
• Supports agent version history. Feat: support agent version history. #6130
• [Feature Request]: interrupt streaming #6515
• OpenAI compatible API for chat assistant and agent. Feat: add OpenAI compatible API for agent #6329
• Supports disabling user sign-up. Feat: Add user registration toggle feature #6327
• Figures from PDF/Docx can be parsed via VLMs. Feat: add VLM-boosted PDF parser #6278

v0.17.0

• Supports reasoning triggered RAG #5173
• Improve prompt reference form Agent [Feature Request]: Inner prompt parameter setting. #4764
• [Feature Request]: How to enable internet search? #5198

v0.16.0

• Refactor GraphRAG #4543
• Supports Loop within Agent #4242
• Supports tagging/labeling for document chunk and query #4367
• [Feature Request]: Metadata in documents for improve the prompt #3690

Long-term plan

• RAGFlow documents [Feature Request]: Add guides, references, best practices, and other documentation that may facilitate user journey with RAGFlow #720
• APIs [Feature Request]: RAGFlow API proposal #1102

Backlogs

• Implement EraRAG as an alternative for RAPTOR/GraphRAG. [Feature Request]: Implement EraRAG as an alternative for RAPTOR and GraphRAG #8614

Previous roadmap

ROADMAP 2024