ragflow Releases

Improves English tokenization quality and table extraction logic. Adds XLS file support, HuggingFace rerank models, and relative time expressions in the Rewrite component.

Mar 11, 2025

Implements Deep Research for agentic reasoning with Tavily web search. Adds document parser dropdown, variable picker, and Aliyun OSS support.

Mar 2, 2025

Adds DeepSeek R1/V3 models, GraphRAG enhancements (Light/General mode), and a tagging system. Introduces Iterator and Research Report Generator operators.

Feb 6, 2025

This release addresses a bug in the cookie handling logic to ensure proper functionality during web crawling operations.

Jan 23, 2025

Fixes Infinity exceptions, fastembed reloading issues, and XLS chunk method content loss. Adds Llama3.3 support and improves session APIs.

Dec 25, 2024

Released on December 18, 2024, this update focuses on enhancing Agent capabilities, improving retrieval performance with Page Rank scores, and adding Kubernetes support via Helm charts. It also introduces a dark mode UI, Japanese language support, and resumable GraphRAG and RAPTOR tasks.

Dec 18, 2024

Released on November 28, 2024, this patch version primarily addresses critical bugs found in v0.14.0. Key fixes include Infinity configuration changes, Chunk interface display issues, garbled Chinese text parsing, and Elasticsearch 'Not found' errors.

Nov 28, 2024

Released on November 25, 2024, this major release introduces Infinity as an alternative document engine to Elasticsearch. It adds Agent support for variables, Andrew Ng's translation Agent template, and an SEO blog generation template. The system also optimized term weight calculation and replaced Redis with Valkey.

Nov 25, 2024

Released on October 31, 2024, this update adds team support, HTTP APIs, and a Python SDK. It introduces smart chunking for Markdown, context retrieval via entity extraction, and the Invoke operator for Agents. It also integrates with Dify and ChatGPT-on-WeChat.

Oct 31, 2024

Released on September 30, 2024, this release introduces a slim Docker image that excludes embedding and reranker models. It improves long context conversion and adds support for OpenTTS and SparkTTS.

Sep 30, 2024

Released on September 14, 2024, this release aims to provide a PerplexityAI-like experience with an AI search page. It adds TTS support (FishAudio, Tongyi Qwen), Postgres database support, S3/Azure Blob storage, and support for Anthropic, Voyage AI, and Google Cloud LLMs.

Sep 14, 2024

Released on August 23, 2024, this release supports text-to-SQL by RAG and provides Agent API. It adds monitoring for the task executor and introduces new operators like Github, DeepL, and ExecSQL.

Aug 23, 2024

Released on August 6, 2024, this release introduces GraphRAG support and new search operators. It adds audio file support for speech-to-text and integrates with Gemini and Groq.

Aug 6, 2024

Released on July 8, 2024, this release focuses on Self-RAG support and Graph/Agent UI improvements. It enhances parsing capabilities for PDF, Docx, and Markdown files and updates the Dataset API.

Jul 8, 2024

This release introduces a new feature to limit the depth of git clones within Docker containers, helping to optimize resource usage and clone time.

Jul 5, 2024

Released on May 30, 2024, this release integrates BCE and BGE reranker models, Jina embedding models, and support for Baichuan and VolcanoArk LLMs. It also introduces RAPTOR support and ARM platform support.

May 30, 2024

This release introduces streaming output and text chunks retrieval APIs while enhancing system monitoring capabilities. It integrates new models like GPT-4o and adds Feishu OAuth support.

May 21, 2024

Focuses on improving scheduling mechanisms and fixing numerous bugs. Integrates the DeepSeek-V2 model and refines document management workflows.

May 8, 2024

Introduces a comprehensive file management feature set with tools for renaming, uploading, and organizing files within the application.

Apr 26, 2024

A minor release focusing on bug fixes, specifically addressing a Youdao translation error and adjusting Docker Compose volume configurations.

Apr 26, 2024