Dify: v0.6.3

# ✨ Spotlight on Dify v0.6 ✨ ## 🚀 Introducing Dify Workflow 🚀 ### Eager to elevate the stability and reproducibility of your LLM applications? The latest release, **Dify Workflow**, is here to empower you. ### Curious for more? Swing by the [v0.6.0 Release Notes](https://github.com/langgenius/dify/releases/tag/0.6.0) for the full scoop. --- ## What’s New in v0.6.3? This update primarily focuses on enhancing system stability and improving user experience. Key updates include: * feat: Add `JinaReader` as Tool by @Yeuoly in #3468 * feat: `Function calling` support for Google Gemini Pro by @Yeuoly in #3406 * feat: Add support for `embedding models` with AWS Bedrock Titan Model by @longzhihun in #3377 * feat: Support configurate openai compatible `stream tool call` by @Yeuoly in #3467 * feat: Refactor `tongyi` models, add `function calling & vision` support by @takatost in #3496 * feat: Add support for AWS Bedrock `Cohere embedding` by @kerlion in #3444 * feat: Cohere `rerank 3 model` added by @Yash-1511 in #3431 * feat: Add nvidia `codegemma 7b` support by @joshfeng in #3437 * feat: API tool support custom timeout by @Yeuoly in #3420 * feat: Integrated `SearXNG search` as built-in tool by @junytang in #3363 * feat: Add support for extracting `EPUB` files in RAG extractors by @vaayne in #3254 * feat: Add support for extracting `XLS` files in RAG extractors by @ic-xu in #3321 * feat: Support `relyt` vector database by @klaus-xiong in #3367 * feat: Add workflow editor `shortcuts` (#3382) by @perzeuss in #3390 * feat: Show citation info in run history by @nite-knite in #3399 * feat: Optimize the efficiency of generating chatbot conversation name by @takatost in #3472 * For additional enhancements and updates, refer to the What's Changed section below. ## Update Guide ### Docker compose deployments: 1. Get the latest code from the main branch: ```Shell git checkout main git pull origin main ``` 2. Go to the next step and update to the latest image: ```Shell cd docker docker compose up -d ``` ### Source Code deployments: 1. Stop API server, Worker and Web frontend Server. 2. Get the latest code from the main branch: ```Shell git checkout main git pull origin main ``` 3. Update Python dependencies: ```Shell cd api pip install --upgrade -r requirements.txt ``` 4. Then, let's run the migration script: ```Shell flask db upgrade ``` 5. Finally, run API server, Worker and Web frontend Server again. ## What's Changed * feat: Add support for embed file with AWS Bedrock Titan Model by @longzhihun in https://github.com/langgenius/dify/pull/3377 * fix: remove - in dataset retriever tool name by @Yeuoly in https://github.com/langgenius/dify/pull/3381 * feat:api Add support for extracting EPUB files in ExtractProcessor by @vaayne in https://github.com/langgenius/dify/pull/3254 * feat: show citation info in run history by @nite-knite in https://github.com/langgenius/dify/pull/3399 * Feat: Invitation link automatically completes domain name by @huangbaichao in https://github.com/langgenius/dify/pull/3393 * Integrated SearXNG search as built-in tool by @junytang in https://github.com/langgenius/dify/pull/3363 * fix: [azure_openai] Error: 'NoneType' object has no attribute 'content' by @sagarey in https://github.com/langgenius/dify/pull/3389 * Update providers preview by @guchenhe in https://github.com/langgenius/dify/pull/3403 * add xls file suport by @ic-xu in https://github.com/langgenius/dify/pull/3321 * Update README.md by @guchenhe in https://github.com/langgenius/dify/pull/3405 * Fix/workflow tool incorrect parameter configurations by @Yeuoly in https://github.com/langgenius/dify/pull/3402 * chore: replace all set interval by @iamjoel in https://github.com/langgenius/dify/pull/3411 * feat: Deprecate datetime.utcnow() in favor of datetime.now(timezone.utc).replace(tzinfo=None) for better timezone handling (#3408) by @pamaforce in https://github.com/langgenius/dify/pull/3416 * chore: remove Langchain tools import by @JohnJyong in https://github.com/langgenius/dify/pull/3407 * feat: gemini pro function call by @Yeuoly in https://github.com/langgenius/dify/pull/3406 * fix: shared text-generation stream by @zxhlyh in https://github.com/langgenius/dify/pull/3419 * fix/dataset-retriever-tool-parameter-redundancy by @Yeuoly in https://github.com/langgenius/dify/pull/3418 * Feat/api tool custom timeout by @Yeuoly in https://github.com/langgenius/dify/pull/3420 * fix: test env key missing or wrong by @takatost in https://github.com/langgenius/dify/pull/3430 * Doc/update readme by @crazywoola in https://github.com/langgenius/dify/pull/3433 * Update README_CN.md by @crazywoola in https://github.com/langgenius/dify/pull/3434 * Update README_CN.md by @crazywoola in https://github.com/langgenius/dify/pull/3435 * feat: add workflow editor shortcuts (#3382) by @perzeuss in https://github.com/langgenius/dify/pull/3390 * FEAT: cohere rerank 3 model added by @Yash-1511 in https://github.com/langgenius/dify/pull/3431 * chore: remove the COPY instruction in .devcontainer/Dockerfile by @BodhiHu in https://github.com/langgenius/dify/pull/3409 * fix typo: Changlog -> Changelog by @Selene29 in https://github.com/langgenius/dify/pull/3442 * fix: node shortcuts active in input fields by @perzeuss in https://github.com/langgenius/dify/pull/3438 * Add nvidia codegemma 7b by @joshfeng in https://github.com/langgenius/dify/pull/3437 * Update yaml and py file in Tavily Tool by @richards199999 in https://github.com/langgenius/dify/pull/3450 * feat: Added the mirror of Aliyun's Linux apk installation package and updated the deprecated taobao npm mirror address to npmmirror by @Kennytian in https://github.com/langgenius/dify/pull/3459 * Revert "Update yaml and py file in Tavily Tool" by @crazywoola in https://github.com/langgenius/dify/pull/3464 * feat: jina reader by @Yeuoly in https://github.com/langgenius/dify/pull/3468 * feat: support configurate openai compatible stream tool call by @Yeuoly in https://github.com/langgenius/dify/pull/3467 * feat: optimize the efficiency of generating chatbot conversation name by @takatost in https://github.com/langgenius/dify/pull/3472 * feat: remove langchain from output parsers by @takatost in https://github.com/langgenius/dify/pull/3473 * chore: separate Python dependencies for development by @bowenliang123 in https://github.com/langgenius/dify/pull/3198 * chore: add sandbox permission tooltip by @Yeuoly in https://github.com/langgenius/dify/pull/3477 * fix: prompt template issue by @YidaHu in https://github.com/langgenius/dify/pull/3449 * feat: support relyt vector database by @klaus-xiong in https://github.com/langgenius/dify/pull/3367 * Update README.md by @guchenhe in https://github.com/langgenius/dify/pull/3478 * nvidia-label-update by @joshua20231026 in https://github.com/langgenius/dify/pull/3482 * fix: in conversation log click op button would cause close drawer by @iamjoel in https://github.com/langgenius/dify/pull/3483 * fix: workflow auto layout nodes offset & delete node shortcuts by @zxhlyh in https://github.com/langgenius/dify/pull/3484 * fix: workflow edge curvature by @zxhlyh in https://github.com/langgenius/dify/pull/3488 * fix: stringify object while exporting batch result to csv by @sinomoe in https://github.com/langgenius/dify/pull/3481 * question classifier prompt optimization by @JohnJyong in https://github.com/langgenius/dify/pull/3479 * feat: refactor tongyi models by @takatost in https://github.com/langgenius/dify/pull/3496 * fix: bump twilio to 9.0.4 skipping yanked versions by @bowenliang123 in https://github.com/langgenius/dify/pull/3500 * test: install ffmpeg for pytests by @bowenliang123 in https://github.com/langgenius/dify/pull/3499 * feat: support var auto rename in prompt editor by @iamjoel in https://github.com/langgenius/dify/pull/3510 * fix: add message caused problem after simple chat convert to workflow by @iamjoel in https://github.com/langgenius/dify/pull/3511 * fix: the object field is empty string in some openAI api compatible model by @liuzhenghua in https://github.com/langgenius/dify/pull/3506 * Add suuport for AWS Bedrock Cohere embedding by @kerlion in https://github.com/langgenius/dify/pull/3444 * fix: add completion mode object check by @Yeuoly in https://github.com/langgenius/dify/pull/3515 * get config default for sandbox by @miendinh in https://github.com/langgenius/dify/pull/3508 * chore: improve reference variable picker user experience by @iamjoel in https://github.com/langgenius/dify/pull/3517 * fix: array[string] context in llm node invalid by @takatost in https://github.com/langgenius/dify/pull/3518 * version to 0.6.3 by @takatost in https://github.com/langgenius/dify/pull/3519 ## New Contributors * @longzhihun made their first contribution in https://github.com/langgenius/dify/pull/3377 * @vaayne made their first contribution in https://github.com/langgenius/dify/pull/3254 * @junytang made their first contribution in https://github.com/langgenius/dify/pull/3363 * @sagarey made their first contribution in https://github.com/langgenius/dify/pull/3389 * @ic-xu made their first contribution in https://github.com/langgenius/dify/pull/3321 * @pamaforce made their first contribution in https://github.com/langgenius/dify/pull/3416 * @BodhiHu made their first contribution in https://github.com/langgenius/dify/pull/3409 * @Selene29 made their first contribution in https://github.com/langgenius/dify/pull/3442 * @joshfeng made their first contribution in https://github.com/langgenius/dify/pull/3437 * @YidaHu made their first contribution in https://github.com/langgenius/dify/pull/3449 * @klaus-xiong made their first contribution in https://github.com/langgenius/dify/pull/3367 * @sinomoe made their first contribution in https://github.com/langgenius/dify/pull/3481 * @liuzhenghua made their first contribution in https://github.com/langgenius/dify/pull/3506 * @kerlion made their first contribution in https://github.com/langgenius/dify/pull/3444 * @miendinh made their first contribution in https://github.com/langgenius/dify/pull/3508 **Full Changelog**: https://github.com/langgenius/dify/compare/0.6.2...0.6.3