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> 源自中国匠心，希望我们能像 [Deepseek]、[黑神话：悟空] 团队一样，给世界带来更多美好。
<img src="https://morsegpt.dataelem.com/bs/face.png" alt="Bisheng banner">
<img src="https://dataelem.com/bs/face.png" alt="Bisheng banner">
<p align="center">
<a href="https://dataelem.feishu.cn/wiki/ZxW6wZyAJicX4WkG0NqcWsbynde"><img src="https://img.shields.io/badge/docs-Wiki-brightgreen"></a>
@@ -39,18 +39,18 @@ BISHENG is an open LLM application devops platform, focusing on enterprise scena
- 🔄 **Human in the loop**: Allows users to intervene and provide feedback during the execution of workflows (including multi-turn conversations), whereas similar products can only execute workflows from start to finish without intervention.
- 💥 **Powerful**: Supports loops, parallelism, batch processing, conditional logic, and free combination of all logic components. It also handles complex scenarios such as multi-type input/output, report generation, content review, and more.
- 🖐️ **User-friendly and intuitive**: Operations like loops, parallelism, and batch processing, which require specialized components in similar products, can be easily visualized in BISHENG as a "flowchart" (drawing a loop forms a loop, aligning elements creates parallelism, and selecting multiple items enables batch processing).
<p align="center"><img src="https://morsegpt.dataelem.com/bs/bisheng_workflow.png" alt="sence0"></p>
<p align="center"><img src="https://dataelem.com/bs/bisheng_workflow.png" alt="sence0"></p>
2. <b>Designed for Enterprise Applications</b>: Document review, fixed-layout report generation, multi-agent collaboration, policy update comparison, support ticket assistance, customer service assistance, meeting minutes generation, resume screening, call record analysis, unstructured data governance, knowledge mining, data analysis, and more.
​ The platform supports the construction of <b>highly complex enterprise application scenarios</b> and offers <b>deep optimization</b> with hundreds of components and thousands of parameters.
<p align="center"><img src="https://morsegpt.dataelem.com/bs/chat.png" alt="sence1"></p>
<p align="center"><img src="https://dataelem.com/bs/chat.png" alt="sence1"></p>
3. <b>Enterprise-grade</b> features are the fundamental guarantee for application implementation: security review, RBAC, user group management, traffic control by group, SSO/LDAP, vulnerability scanning and patching, high availability deployment solutions, monitoring, statistics, and more.
<p align="center"><img src="https://morsegpt.dataelem.com/bs/pro.png" alt="sence2"></p>
<p align="center"><img src="https://dataelem.com/bs/pro.png" alt="sence2"></p>
4. <b>High-Precision Document Parsing</b>: Our high-precision document parsing model is trained on a vast amount of high-quality data accumulated over past 5 years. It includes high-precision printed text, handwritten text, and rare character recognition models, table recognition models, layout analysis models, and seal models., table recognition models, layout analysis models, and seal models. You can deploy it privately for free.
<p align="center"><img src="https://morsegpt.dataelem.com/bs/ocr.png" alt="sence3"></p>
<p align="center"><img src="https://dataelem.com/bs/ocr.png" alt="sence3"></p>
5. A community for sharing best practices across various enterprise scenarios: An open repository of application cases and best practices.
## Quick start