# Firecrawl v2.10
## Improvements
- **`/parse` endpoint** — Upload local files (PDF, DOCX, DOC, ODT, RTF, XLSX, XLS, HTML) up to 50 MB and get back clean, LLM-ready Markdown, JSON, or a summary. Tables and reading order are preserved, with full Zero Data Retention support for enterprise plans. Available in JS, Python, Go, Rust, Java, .NET, PHP, Ruby, and Elixir SDKs.
- **Lockdown Mode** — Set `lockdown: true` on `/scrape` to serve results exclusively from Firecrawl's index with zero outbound requests and zero data retention by default. Gated outbound paths include HTTP fetches, robots.txt, audio downloads, and media. Available in every SDK, the CLI (`--lockdown`), and MCP.
- **`question` format** — Pass a natural-language prompt to `/scrape` and get a grounded, hallucination-free answer back in `data.question`. Runs on a managed model chain with automatic fallback, prompt-injection isolation via XML tagging and zero-width-space escaping, and up to 100x fewer tokens per call.
-
## 🚀 What's New in v1.14.1?
v1.14.1 is a patch release focused on security hardening, workflow and knowledge-base stability, deployment cleanup, and continued UI platform migration after v1.14.0.
### 🔐 Security
- **Self-hosted `SECRET_KEY` hardening** — Docker deployments no longer rely on a public default key. When `SECRET_KEY` is left empty, the API generates and persists a runtime key through the configured storage backend, while explicitly configured keys continue to work as before. Thanks @laipz8200 in [#36049](https://github.com/langgenius/dify/pull/36049).
- **Internal metrics endpoint protection** — `/threads` and `/db-pool-stat` are hardened to avoid unauthenticated exposure of internal runtime and database-pool details. Thanks @orbisai0security in [#35665](https://github.com/langgenius/dify/pull/35665).
- **Account and tool isolation** — fixed an IDOR issue in `GET /account/avatar` and scoped builtin-tool default-credential cleanup to the current tenant. Thanks @Ne
## 🚀 What's New in v1.14.0?
### Collaboration
<img width="2632" height="1190" alt="img_v3_02117_67a67218-1ae5-4d68-a45b-3ada592f87fg" src="https://github.com/user-attachments/assets/1d4a3660-8a6a-4b29-9766-4d5b5fd9a51b" />
Collaboration allows workspace members to edit the same workflow together, with synced graph updates, online presence, and shared visibility into who is working where.
On self-hosted deployments, collaboration is turned off by default. Enable it by setting:
```
ENABLE_COLLABORATION_MODE = true
SERVER_WORKER_CLASS = geventwebsocket.gunicorn.workers.GeventWebSocketWorker
NEXT_PUBLIC_SOCKET_URL = your deployment’s WebSocket URL (e.g., wss://dify.example.com)
```
For more details, see [Full Documentation](https://docs.dify.ai/en/use-dify/build/workflow-collaboration)
### Human-in-the-loop (HITL)
- **Service API for HITL** — programmatic support for human-in-the-loop flows alongside existing console behavior.
### MCP and plugins
- **MCP too
## What's Changed
* [Feature] ODP Desktop: Add Clear Logs Button to Log Windows by @deeleeramone in https://github.com/OpenBB-finance/OpenBB/pull/7429
* [BugFix] Update openssl in `cargo.toml` and Remove `dll` and `dylibs` From Repo by @deeleeramone in https://github.com/OpenBB-finance/OpenBB/pull/7478
**Full Changelog**: https://github.com/OpenBB-finance/OpenBB/compare/Open-Data-Platform-v1.0.1...Open-Data-Platform-v1.0.2
# Firecrawl v2.9.0
## Improvements
- **Browser Interaction via `/interact` endpoint** — Scrape a page, then call `/interact` to take actions on it — click buttons, fill forms, navigate deeper, or extract dynamic content. Describe what you want in natural language via `prompt`, or write Playwright code (Node.js, Python) and Bash (`agent-browser`) for full control. Sessions persist across calls, with live view and interactive live view URLs for real-time browser streaming. Persistent profiles let you save and reuse browser state (cookies, localStorage) across scrapes. Available in JS, Python, Java, and Rust SDKs.
- **`query` format** — Added `query` format to the `/scrape` endpoint — pass a natural-language prompt and get a direct answer back in `data.answer`.
- **`audio` format** — Added `audio` format option to scrape responses, returning audio output as a field on the document.
- **`onlyCleanContent` parameter** — Added `onlyCleanContent` parameter to the `/scrape` endpoint,
## 🚀 What's New in v1.13.3?
Our latest patch release, v1.13.3, focuses on stability and correctness across workflow execution, streaming, and knowledge retrieval. Here's a quick look at the most important updates:
### 🎬 New Features
- **Workflow Configuration**: Added variable-reference support for model parameters in LLM, Question Classifier, and Variable Extractor nodes by @scdeng in #33082.
### 🛠️ Bug Fixes
- **Streaming Reliability**: Fixed `StreamsBroadcastChannel` replay and concurrency issues to keep frontend/backend event delivery stable by @QuantumGhost in #34030 and #34061.
- **Workflow Editor Behavior**: Fixed pasted nodes retaining Loop/Iteration metadata and prevented `HumanInput` nodes from being pasted into invalid containers by @majiayu000 and @hjlarry in #29983 and #34077.
- **Runtime Execution**: Restored prompt message transformation logic and corrected `max_retries=0` handling for executor-driven HTTP Request execution by @QuantumGhost, @fatelei, and @kur
This patch release fixes several critical regressions and stability issues introduced in v1.13.1, including:
- a severe regression in prompt message transformation that caused multiple LLM-plugin invocation failures across
LLM-related nodes, including LLM and Question Classifier.
- Knowledge Retrieval node execution failures caused by incompatible enum values
- improper Weaviate client cleanup
---
## Upgrade Guide
> [!IMPORTANT]
> If you use custom `CELERY_QUEUES`, make sure `workflow_based_app_execution` is included.
> If `ENABLE_API_TOKEN_LAST_USED_UPDATE_TASK=true`, also include `api_token`.
>
> For background and details, see **⚠️ Important Upgrade Note** and **🔧 Operational Note** above.
### Docker Compose Deployments
1. Back up your customized docker-compose YAML file (optional)
```bash
cd docker
cp docker-compose.yaml docker-compose.yaml.$(date +%s).bak
```
2. Get the latest code from the main branch
```bash
git check
## 🚀 Major Functional Changes
### Data platform and dataset operations
- Added **Hologres** as a supported backend option for both vector retrieval and full-text search.
- Added Service API endpoints for dataset document downloads:
- Batch ZIP download for selected documents.
- Signed URL download for single-document original files.
### Workflow and chat experience improvements
- **Breaking change:** HITL email content now uses markdown rendering before delivery.
Existing email templates that relied on raw/plain behavior may render differently after upgrade.
- Draft variables are now user-scoped instead of app-scoped. Historical draft variables will not be available after upgrading.
- Added edge context menu support in workflow canvas, including direct edge deletion.
- Preserved existing connections when changing node types in workflow editing.
- Added configurable send-key behavior (`Enter` vs `Shift+Enter`) for embedded chat input.
- Added file payloads in
## Thank you and welcome to our new contributors 🔥
* @RinZ27 made their first contribution in https://github.com/OpenBB-finance/OpenBB/pull/7302
* @pgoslatara made their first contribution in https://github.com/OpenBB-finance/OpenBB/pull/7326
* @murataslan1 made their first contribution in https://github.com/OpenBB-finance/OpenBB/pull/7286
* @sandole made their first contribution in https://github.com/OpenBB-finance/OpenBB/pull/7346
* @salmanmkc made their first contribution in https://github.com/OpenBB-finance/OpenBB/pull/7371
* @luojiyin1987 made their first contribution in https://github.com/OpenBB-finance/OpenBB/pull/7374
* @Ocheretovich made their first contribution in https://github.com/OpenBB-finance/OpenBB/pull/7387
* @T-Arjun made their first contribution in https://github.com/OpenBB-finance/OpenBB/pull/7390
## Summary 🎉
Version 4.7.0 of the ODP Python Package adds support for Python 3.14 and Pandas 3.0, adds new data, and fixes some bugs.
## 🚨 Breaking Chan
## 💥 New Agent x Skills 🥳
`1.14.0-rc1` brings a new agent-building experience: sandboxed runtime, Skill Editor, collaboration, and dynamic variable assembly. preview docs: <https://docs.bash-is-all-you-need.dify.dev/>
## 🌟 Try the Experience Now
Build with the new Agent + Skill workflow in minutes.
### 👉 **Experience Now: [Live Demo](https://skills.bash-is-all-you-need.dify.dev/)**
Not sure where to begin?
Use our ready-made operational templates!
### 🧩 Start from Templates (Recommended) 👉 [Templates](https://marketplace.dify.ai/templates/operations)
## ✨ Highlights
- **New Agent runtime** with sandboxed execution and Agent Mode. ([Agent docs](https://docs.bash-is-all-you-need.dify.dev/en/use-dify/nodes/agent) · [Runtime docs](https://docs.bash-is-all-you-need.dify.dev/en/use-dify/build/runtime))
- **Skill Editor** helps you build reusable SOP blocks and call tools inline with `@` (e.g., `@send_email`). ([File system docs](https://docs.bash-is-all-you-need
## 🚀 New Features
### Human-in-the-Loop (HITL)
We are introducing the **Human Input** node, a major update that transforms how AI and humans
collaborate within Dify workflows.
**Background**
Previously, workflows were binary: either fully automated or fully manual. This created a "trust gap" in
high-stakes scenarios where AI speed is needed but human judgment is essential. With HITL, we are making h
uman oversight a native part of the workflow architecture, allowing you to embed
review steps directly into the execution graph.
**Key Capabilities**
- **Native Workflow Pausing:** Insert a "Human Input" node to suspend workflow execution at critical decision points.
- **Review & Edit:** The node generates a UI where humans can review AI outputs and modify variables (e.g., editing a draft or correcting data) before the process continues.
- **Action-Based Routing:** Configure custom buttons (like "Approve," "Reject," or "Escalate") that determine
the subsequent
## Open Data Platform by OpenBB - Desktop v1.0.1
Version 1.0.1 of ODP Desktop updates the dependent libraries and associated syntax, improves the error message on initial environment setup failure, and refactors the `Update Environment` button to improve performance and reliability.
* [Security] Bump `eslint` in ODP Desktop by @deeleeramone in https://github.com/OpenBB-finance/OpenBB/pull/7270
* [BugFix] ODP Desktop: Fix Invalid Pointer Access in `windows_autostart.rs` - Update macOS `app_termination` to use `objc2` by @deeleeramone in https://github.com/OpenBB-finance/OpenBB/pull/7285
* [BugFix] ODP Desktop: Fix Dependabot Alerts, Fix Environment Update, Improve Error Message by @deeleeramone in https://github.com/OpenBB-finance/OpenBB/pull/7345
## What's Changed
* fix(docker): persist IRIS data across container recreation using Durable %SYS by @TomoOkuyama in https://github.com/langgenius/dify/pull/31899
* fix(docker): improve IRIS data persistence with proper Durable %SYS by @TomoOkuyama in https://github.com/langgenius/dify/pull/31901
* fix: base url in client by @hyoban in https://github.com/langgenius/dify/pull/31902
* fix: auto summary env by @zxhlyh in https://github.com/langgenius/dify/pull/31930
* fix: fix delete_draft_variables_batch cycle forever by @fatelei in https://github.com/langgenius/dify/pull/31934
* chore: bump version in docker-compose and package manager to 1.12.1 by @QuantumGhost in https://github.com/langgenius/dify/pull/31947
# v2.8.0
## Firecrawl v2.8.0 is here!
Firecrawl v2.8.0 brings major improvements to agent workflows, developer tooling, and self-hosted deployments across the API and SDKs, including our new Skill.
* Parallel Agents for running thousands of `/agent` queries simultaneously, powered by our new Spark 1 Fast model.
* Firecrawl CLI with full support for scrape, search, crawl, and map commands.
* Firecrawl Skill for enabling AI agents (Claude Code, Codex, OpenCode) to use Firecrawl autonomously.
* Three new models powering /agent: Spark 1 Fast for instant retrieval (currently only available in Playground), Spark 1 Mini for complex research queries, and Spark 1 Pro for advanced extraction tasks.
* Agent enhancements including webhooks, model selection, and new MCP Server tools.
* Platform-wide performance improvements including faster search execution and optimized Redis calls.
* SDK improvements including Zod v4 compatibility.
And much more, check it out below!
## New Fe
## 🚀 New Features: Summary Index
We are introducing **Summary Index**, a powerful enhancement to our knowledge base retrieval system that significantly improves search accuracy by generating AI-powered summaries for document chunks.
**Background**
Traditional vector search relies on raw chunk embeddings, which can miss semantic nuances and context when matching user queries. This is especially challenging for long documents or complex content where key information might be scattered across multiple chunks. Summary Index addresses this by creating concise, semantically-rich summaries for each document chunk, which are then vectorized and used as an additional retrieval layer.
**Key Capabilities**
- **AI-Powered Summarization:** Automatically generates concise summaries for document chunks using configurable LLM models, capturing essential semantic information in a compact format.
- **Multimodal Support:** When using vision-capable LLMs (e.g., GPT-4V, Claude-3), the system
## 🔒 Security
Dify now requires Node.js 24.13.0 to pick up the upstream fix for the AsyncLocalStorage/async_hooks DoS CVE that can crash apps with deeply nested input. **All self-hosted deployments should upgrade Node.js**. Thanks to @hyoban in #30945.
Related: #30935.
## 🛠️ Bug Fixes
- **Redirect After Login**: We’ve sorted out the login redirects to bring you back to your intended destination smoothly after logging in. Shoutout to @hyoban for this fix in #30985.
- **Missing ID and Message ID**: Missing the essentials? Not anymore! We’ve patched the missing `id` and `message_id` issue, thanks to @fatelei in #31008.
- **Destructuring Undefined Properties**: Ever run into that annoying error where you can't destructure `name` from `value` because it's undefined? That’s been crushed too, all thanks to @fatelei in #30991.
---
## Upgrade Guide
### Docker Compose Deployments
1. Back up your customized docker-compose YAML file (optional)
```bash
cd
## 🚀 What's New in v1.11.3?
Our latest release, v1.11.3, brings to you a slew of bug fixes and features focused on performance, functionality, and user experience. Here's a look at what's changed:
### 🎬 New Features
- **MCP Tool Enhancements**: Added support for `embeddedResource` and made MCP tools display directly for quicker access by @IthacaDream and @fatelei in #30261 and #30019.
- **Batch Operations**: Introduced re-index operation in document batch operations by @fatelei in #30275.
- **Agent and Workflow Updates**: New AgentMaxIterationError and enhancements in app mode checks make workflows and agents more robust by @fatelei.
- **OAuth Integration**: Frontend login now supports `oauth_new_user` flag by @zyssyz123 in #30370.
- **PDF Extraction**: Improved RAG extractor to support image extraction from PDFs by @yangzq50 in #30399.
- **Storage and Archive**: Added archive storage client and config settings by @hjlarry in #30422.
- **Translation and Internationalizat
## Thank you and welcome to our new contributors 🔥
* @ChimdumebiNebolisa made their first contribution in https://github.com/OpenBB-finance/OpenBB/pull/7289
* @VeroDomenico made their first contribution in https://github.com/OpenBB-finance/OpenBB/pull/7299
## Summary 🎉
Version 4.6.0 of the ODP Python Package removes support for Python 3.9, introduces new commodities and economics data sets, fixes bugs, updates dependencies, and other general enhancements.
## 🚨 Breaking Changes
* [Feature] Remove Python 3.9 by @deeleeramone in https://github.com/OpenBB-finance/OpenBB/pull/7235
* [Feature] Remove Account Module and HubService by @deeleeramone in https://github.com/OpenBB-finance/OpenBB/pull/7236
## 🆕 What's New
### OpenBB Cookie Cutter
The `openbb-cookiecutter` package generates a structured project folder for creating new OpenBB Python package extensions. Everything you need to get started building with, and using, the ODP framework.
* [Feature] `openbb-cook
## 🌟 What’s New in v1.11.2 🌟
Welcome to version 1.11.2! This release sees a significant number of improvements, especially around testing, fixes, and new integrations to enhance the robustness and flexibility of the platform. Here's the lowdown:
### 🚀 New Features
- **InterSystems IRIS Vector Database**: We've added support for this database to bolster data handling capabilities. Big ups to @TomoOkuyama! (#29480)
- **Aliyun SLS Integration**: Workflow execution logging can now leverage Aliyun's Simple Log Service, courtesy of @adongfan. (#28986)
- **Tunisian Arabic Support**: We've expanded our language support with Tunisian Arabic. Shukran @nourzakhama2003! (#29306)
### ⚙️ Enhancements
- **Comprehensive Test Coverage**: A slew of Jest tests have been added to various components, such as the ConfirmModal, AppCard, CustomizeModal, and more. Thanks to everyone involved, especially @lyzno1! These enhance our confidence in releasing robust changes. (#29627, #29667, etc.)
> [!IMPORTANT]
>
> This version contains **very important security updates**, and we recommend that all users upgrade to this version as soon as possible.
This release is all about tightening up security, boosting performance, and squashing those pesky bugs. Let's dive into what's changed:
## 🛠️ Fixes and Improvements
- **React and Next.js Security Upgrades**: We've bumped up `react` and `react-dom` to 19.2.3 to fix some CVE vulnerabilities. Next.js also got a security update, courtesy of @douxc (PRs #29532 and #29545).
- **Credential Management**: If you've been seeing empty `available_credentials`, that's sorted out now (thanks to @fatelei in #29521).
- **Description Length Limitation**: Autogenerated descriptions will now be truncated to avoid the 400-character limit error, ensuring smoother submissions by @shua-chen in #28681.
- **Content Type Charset**: Response content types now include charsets to keep your data formats consistent, by @Pleasurecruise in #29534.