ROADMAP 2024 #1821
Description
v0.15.0
- Supports page rank score for different knowledge bases. #3794
- [Feature Request]: Supports to exit from jointed team. #3759
- Supports Kubernetes deployment How to deploy based on kubernetes？ #864
- Import & export the agents. #3851
- Supports iframe chat bot for both agent and dialog. #3909
- Supports to debug single component in Agent. #3993
- Supports to reusing chunks of failed parsing tasks especially for GraphRAG. #4045 #[Feature Request]: Reparse a file shall reuse existing chunks if possible #3793
- Upgrades Document Layout Analysis model. #4052
v0.14.0
- Supports Infinity as the alternative database to elasticsearch. Integration with Infinity #2894
- Translation Agent: Agentic translation using reflection workflow. #3556
- SEO Blog Agent #3560
- More APIs on agent and file management. #3243 [Feature Request]: The api key button of the agent cannot be clicked, and the api cannot be created #3105
- Refine the variable definition for agent. [Feature Request]: Display input parameters on operator nodes #3240 [Feature Request]: Support input variables for agent at
Begin. #3355 - [Feature Request]: Optimize synonymous to boost retrievals. #3361
- Improve search performance. [Feature Request]: Improve search performance #3380
- Enhance the monitoring and visualization of task execution. [Feature Request]: Show task_executor heartbeat #3409 Updates on parsing progress, including more detailed time cost information. #3401
v0.13.0
- Better chunking algorithms for long text document. [Feature Request]: Please add Contextual Retrieval #2687
- Add more tools to agent. Add components to Agent, such as: keywordExtraction/Baidu/duckduckgoSearch/pubmed/wikipedia/bing/google. #1739 [Feature Request]: Support Function Calling? #2908 Add hint for operators, round to square, input variable, readable operator ID. #3085
- Smart markdown file parsing #2970
- Supports single team per user. [Feature Request]: When can the team version be released? #2834
- API access key management #2846
- Python and HTTP API [Feature Request]: RAGFlow API proposal #1102
v0.12.0
- Adds an investment consultant agent template. Add components to Agent, such as: keywordExtraction/Baidu/duckduckgoSearch/pubmed/wikipedia/bing/google. #1739
- Adds a gerneral purpose agent template. [Feature Request]: A general agent template #2478
- Supports huggingface deployed models. [Feature Request]: I want that ragflow integrate huggingface space interface endpoint #2469
- Multi-turn conversation optimization. [Bug]: Chat retrieval issues #2362 [Feature Request]: Rewriting question should consider chat history #2484
- Supports model provider deletion. [Feature Request]: Delete Model Provider #2376
- Reduces the docker image size. [Question]: Can I download only the basic file, not the model file, and directly connect to openai or other apis? #2295
v0.11.0
- Supports search mode chat. [Feature Request]: Supports search mode chat. #2247
- Support TTS to generated text. #[Feature Request]: Voice Input and Audio Response #1877
- Add more tools to agent. Add components to Agent, such as: keywordExtraction/Baidu/duckduckgoSearch/pubmed/wikipedia/bing/google. #1739
- Add Medical consultation agent template. Add components to Agent, such as: keywordExtraction/Baidu/duckduckgoSearch/pubmed/wikipedia/bing/google. #1739
- Support PostgresSQL Database [Feature Request]: Support PostgresSQL Database #2356
v0.10.0
- Supports Agent API [Feature Request]: Enhance the user experience of Agent #1842 [Feature Request]: Graph to API please. #1788
- Supports chatting with files/images [Feature Request]: Supports chatting with files/images #1880
- Support Text2SQL through RAG [Feature Request]: Support Text2SQL through RAG #1965
- Move files in file manager [Feature Request]: Move files in file manager #1826
- Add more tools to agent Add components to Agent, such as: keywordExtraction/Baidu/duckduckgoSearch/pubmed/wikipedia/bing/google. #1739
- Supports more interfaces to LLM. [Feature Request]: add support for llm factory #1853
- Supports monitor of task executor. [Question]: Bypassing/purging problematic tasks ? #1383
v0.9.0
- Support GraphRAG, mind map generation. Add Support for GraphRAG #1594
- Add components to Agent, such as: keywordExtraction/Baidu/duckduckgoSearch/pubmed/wikipedia/bing/google. #1739
- Support parsing audio files. [Feature Request]: Speech to text and audio files support (OpenAI Whisper) #1514
- Support XInference rerank model [Feature Request]: Support xinference rerank model #1455
- Support Gemini/Groq/nvidia/openRouter/LM Studio [Feature Request]: Add support for Gemini API services #1036 [Feature Request]: Add Groq to model providers #1432 RAGFlow can add LM studio support ? #1602
v0.8.0
- Support RAG graph orchestration and workflow [Feature Request]: Support RAG graph and workflow orchestration #918
- Support Self RAG [Feature Request]: Support Self-RAG #1069
- Support several operators for initial agent/workflow
v0.7.0
- Implements RAPTOR for better chunking. [Feature Request]: Implements RAPTOR for better chunking #882
- Supports ARM platform. [Feature Request]: Does it support non-docker ARM architecture deployment? Or the future #842
- Supports HTML file.
- Integrates reranker.
v0.6.0
- Print version or commit-id when RAGFlow is started. Or showing these information on UI. [Feature Request]: Print version or commit-id when RAGFlow is started. #643
- Chunks retrieval APIs add api/list_chunks function #821
- Files in knowledge base should also be found in file manager. [Feature Request]: Let file in knowledgebases visible in file manager #800
- System components monitoring. feat: display the version and backend service status on the page #848
- Supports simple document layout to speed up file parsing.[Feature Request]: Supports simple document layout to speed up file parsing #799
- Streaming conversation output. [Feature Request]: Support for conversational streaming #709
- Default language will be given according to the browse setting and also can be configured. [Feature Request]: Default language will be given according to the browse setting and also can be configured #801
Long-term plan
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