ragflow Releases

Introduces a lightweight snapshot mechanism for synchronizing deleted files across multiple data sources and fixes metadata visibility/performance issues.

May 9, 2026

Adds OpenDataLoader PDF backend, lazy loading for large PDFs (>50 pages), deleted file sync for Bitbucket/Gmail/Drive/Airtable, and DeepSeek v4 support.

Apr 30, 2026

This patch release introduces support for the Kimi K2.6 model and a Pi integration tab, while improving model output quality through recommended sampling defaults and fixing bugs for M5 Macs and RDMA.

Apr 23, 2026

Major release featuring 7 built-in ingestion pipeline templates, new data sources (Seafile, RSS, DingTalk AI Sheet), user-level memory, RTL UI support, and new model providers (MiniMax, Perplexity).

Apr 21, 2026

This release introduces multimodality support and significant performance improvements for long-context use cases. It adds support for several new AI models and enhances memory efficiency through Flash Attention and cache optimizations.

Apr 17, 2026

This release focuses on hardening the Spider Cloud CLI through concurrency and memory audits. It introduces browser OAuth login, markdown scraping defaults, and significant improvements to connection reliability and DNS handling.

Mar 31, 2026

Ships with continuous batching, Qwen3.5 support, M5 Pro/Max chip support, and a host of quality of life improvements and bug fixes.

Mar 27, 2026

Introduces a new `spider_mcp` crate to serve as an MCP server for the Spider web crawler.

Mar 25, 2026

Introduces parallel crawl backends, allowing race conditions against alternative browser engines.

Mar 25, 2026

Minor version update involving goreleaser configuration updates and removal of unnecessary functions from templates.

Mar 21, 2026

Update focusing on performance optimizations, proxy support, and trait abstractions.

Mar 20, 2026

Optimization release focusing on NUMA thread pinning and zero-copy wire parsing.

Mar 19, 2026

A maintenance release for yt-dlp focusing on YouTube extractor fixes, build updates, and CI improvements.

Mar 17, 2026

Update addressing TikTok challenge solving and various YouTube extractor fixes including VR players and embedded players.

Mar 13, 2026

Fixes extractor issues for AENetworks, Patreon, TheChosen, and YouTube specific behaviors.

Mar 3, 2026

This is the largest EXO release to date, focusing on resolving stability issues from previous versions and introducing a wide array of new features including support for multiple AI models (Qwen3-Coder-Next, GLM 5, MiniMax M2.5) and significant API enhancements.

Feb 25, 2026

This release prioritizes security by addressing a critical command injection vulnerability (CVE-2026-26331) and includes improvements to the JavaScript interpreter alongside updates to various video and audio extractors.

Feb 21, 2026

Major release introducing Memory features with APIs/SDK, new Agent conversation management with multi-Sandbox support, and enhanced Chat with Thinking mode. Significant ecosystem additions include OceanBase database support, PaddleOCR-VL, and new data source integrations.

Feb 10, 2026

Feb 7, 2026

This release focuses on model support updates, specifically adding support for the Kimi K2.5 model and introducing tensor sharding capabilities for the MiniMax M2.1 model.

Jan 28, 2026