docs: format all md files (#24195)
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
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yihong
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README_KL.md
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README_KL.md
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<a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
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</p>
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#
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#
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<p align="center">
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<a href="https://trendshift.io/repositories/2152" target="_blank"><img src="https://trendshift.io/api/badge/repositories/2152" alt="langgenius%2Fdify | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
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@@ -56,32 +56,31 @@
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Dify is an open-source LLM app development platform. Its intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production. Here's a list of the core features:
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</br> </br>
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**1. Workflow**:
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Build and test powerful AI workflows on a visual canvas, leveraging all the following features and beyond.
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**1. Workflow**:
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Build and test powerful AI workflows on a visual canvas, leveraging all the following features and beyond.
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**2. Comprehensive model support**:
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Seamless integration with hundreds of proprietary / open-source LLMs from dozens of inference providers and self-hosted solutions, covering GPT, Mistral, Llama3, and any OpenAI API-compatible models. A full list of supported model providers can be found [here](https://docs.dify.ai/getting-started/readme/model-providers).
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**2. Comprehensive model support**:
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Seamless integration with hundreds of proprietary / open-source LLMs from dozens of inference providers and self-hosted solutions, covering GPT, Mistral, Llama3, and any OpenAI API-compatible models. A full list of supported model providers can be found [here](https://docs.dify.ai/getting-started/readme/model-providers).
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**3. Prompt IDE**:
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Intuitive interface for crafting prompts, comparing model performance, and adding additional features such as text-to-speech to a chat-based app.
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**3. Prompt IDE**:
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Intuitive interface for crafting prompts, comparing model performance, and adding additional features such as text-to-speech to a chat-based app.
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**4. RAG Pipeline**:
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Extensive RAG capabilities that cover everything from document ingestion to retrieval, with out-of-box support for text extraction from PDFs, PPTs, and other common document formats.
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**4. RAG Pipeline**:
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Extensive RAG capabilities that cover everything from document ingestion to retrieval, with out-of-box support for text extraction from PDFs, PPTs, and other common document formats.
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**5. Agent capabilities**:
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You can define agents based on LLM Function Calling or ReAct, and add pre-built or custom tools for the agent. Dify provides 50+ built-in tools for AI agents, such as Google Search, DALL·E, Stable Diffusion and WolframAlpha.
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**5. Agent capabilities**:
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You can define agents based on LLM Function Calling or ReAct, and add pre-built or custom tools for the agent. Dify provides 50+ built-in tools for AI agents, such as Google Search, DALL·E, Stable Diffusion and WolframAlpha.
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**6. LLMOps**:
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Monitor and analyze application logs and performance over time. You could continuously improve prompts, datasets, and models based on production data and annotations.
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**7. Backend-as-a-Service**:
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All of Dify's offerings come with corresponding APIs, so you could effortlessly integrate Dify into your own business logic.
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**6. LLMOps**:
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Monitor and analyze application logs and performance over time. You could continuously improve prompts, datasets, and models based on production data and annotations.
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**7. Backend-as-a-Service**:
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All of Dify's offerings come with corresponding APIs, so you could effortlessly integrate Dify into your own business logic.
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## Feature Comparison
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<table style="width: 100%;">
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<tr>
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<th align="center">Feature</th>
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@@ -151,16 +150,16 @@ Dify is an open-source LLM app development platform. Its intuitive interface com
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## Using Dify
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- **Cloud </br>**
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We host a [Dify Cloud](https://dify.ai) service for anyone to try with zero setup. It provides all the capabilities of the self-deployed version, and includes 200 free GPT-4 calls in the sandbox plan.
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We host a [Dify Cloud](https://dify.ai) service for anyone to try with zero setup. It provides all the capabilities of the self-deployed version, and includes 200 free GPT-4 calls in the sandbox plan.
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- **Self-hosting Dify Community Edition</br>**
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Quickly get Dify running in your environment with this [starter guide](#quick-start).
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Use our [documentation](https://docs.dify.ai) for further references and more in-depth instructions.
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Quickly get Dify running in your environment with this [starter guide](#quick-start).
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Use our [documentation](https://docs.dify.ai) for further references and more in-depth instructions.
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- **Dify for Enterprise / Organizations</br>**
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We provide additional enterprise-centric features. [Send us an email](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry) to discuss enterprise needs. </br>
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> For startups and small businesses using AWS, check out [Dify Premium on AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) and deploy it to your own AWS VPC with one-click. It's an affordable AMI offering with the option to create apps with custom logo and branding.
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We provide additional enterprise-centric features. [Send us an email](mailto:business@dify.ai?subject=%5BGitHub%5DBusiness%20License%20Inquiry) to discuss enterprise needs. </br>
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> For startups and small businesses using AWS, check out [Dify Premium on AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) and deploy it to your own AWS VPC with one-click. It's an affordable AMI offering with the option to create apps with custom logo and branding.
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## Staying ahead
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@@ -168,13 +167,12 @@ Star Dify on GitHub and be instantly notified of new releases.
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## Quick Start
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> Before installing Dify, make sure your machine meets the following minimum system requirements:
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>
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>- CPU >= 2 Core
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>- RAM >= 4GB
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>
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> - CPU >= 2 Core
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> - RAM >= 4GB
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</br>
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@@ -208,16 +206,19 @@ If you'd like to configure a highly-available setup, there are community-contrib
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wa'logh nIqHom neH ghun deployment toy'wI' [terraform](https://www.terraform.io/) lo'laH.
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##### Azure Global
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- [Azure Terraform mung @nikawang](https://github.com/nikawang/dify-azure-terraform)
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##### Google Cloud
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- [Google Cloud Terraform qachlot @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
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#### AWS CDK atorlugh pilersitsineq
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wa'logh nIqHom neH ghun deployment toy'wI' [CDK](https://aws.amazon.com/cdk/) lo'laH.
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##### AWS
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##### AWS
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- [AWS CDK qachlot @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
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- [AWS CDK qachlot @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
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@@ -233,13 +234,11 @@ wa'logh nIqHom neH ghun deployment toy'wI' [CDK](https://aws.amazon.com/cdk/) lo
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[Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS) lo'laH Dify AKS 'e' wa'DIch click 'e' Deploy
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## Contributing
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For those who'd like to contribute code, see our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
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For those who'd like to contribute code, see our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
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At the same time, please consider supporting Dify by sharing it on social media and at events and conferences.
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> We are looking for contributors to help with translating Dify to languages other than Mandarin or English. If you are interested in helping, please see the [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) for more information, and leave us a comment in the `global-users` channel of our [Discord Community Server](https://discord.gg/8Tpq4AcN9c).
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**Contributors**
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@@ -250,18 +249,18 @@ At the same time, please consider supporting Dify by sharing it on social media
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## Community & Contact
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* [GitHub Discussion](https://github.com/langgenius/dify/discussions
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- \[GitHub Discussion\](https://github.com/langgenius/dify/discussions
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). Best for: sharing feedback and asking questions.
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* [GitHub Issues](https://github.com/langgenius/dify/issues). Best for: bugs you encounter using Dify.AI, and feature proposals. See our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
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* [Discord](https://discord.gg/FngNHpbcY7). Best for: sharing your applications and hanging out with the community.
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* [X(Twitter)](https://twitter.com/dify_ai). Best for: sharing your applications and hanging out with the community.
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- [GitHub Issues](https://github.com/langgenius/dify/issues). Best for: bugs you encounter using Dify.AI, and feature proposals. See our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
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- [Discord](https://discord.gg/FngNHpbcY7). Best for: sharing your applications and hanging out with the community.
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- [X(Twitter)](https://twitter.com/dify_ai). Best for: sharing your applications and hanging out with the community.
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## Star History
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[](https://star-history.com/#langgenius/dify&Date)
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## Security Disclosure
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To protect your privacy, please avoid posting security issues on GitHub. Instead, send your questions to security@dify.ai and we will provide you with a more detailed answer.
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