FastGPT
A domestic open-source enterprise-level intelligent agent construction platform featuring visual workflows and hybrid retrieval knowledge bases, compatible with mainstream models and equipped with debugging and auditing functions. Suitable for teams looking to integrate AI into internal business systems, it supports both cloud services and private deployment.
Updated: 2026-10-26
What is FastGPT?
To embed AI into real business systems rather than just creating demo pages, FastGPT's approach is to tackle both knowledge bases and workflows at the same time. It is widely used by domestic teams, and its main operator is Guangzhou Huanji Cloud Computing Co., Ltd. It offers both a community version, as well as cloud services and private deployment, with the latter being referred to as a production-grade architecture on the official website. Let’s take a look at the capabilities listed on the official website itself.
Who is it for?
- Small and medium-sized enterprises that want to turn internal systems and product manuals into question-and-answer knowledge bases
- Teams that need to automate processes such as customer service, work orders, and expense report approval and don't want to start from coding
- Organizations with requirements for data implementation: Need private deployment, SSO and permission management
- Service providers looking for POC verification, architecture consulting or custom development
- Financial teams that conduct investment research and write research reports and need to automate report generation
Key features
6Visual Workflow
Orchestrate business processes like building with blocks, and provide APIs for integration with the ecosystem.
Hybrid Retrieval Knowledge Base
The official emphasizes reducing hallucinations through hybrid retrieval, supporting automatic data cleaning and real-time update and maintenance.
Full Model Integration
Compatible with multiple large models, and equipped with debugging and audit functions to facilitate troubleshooting and meet compliance requirements.
Permissions & Portal
Supports SSO and RBAC, providing a secure portal tailored to individual user needs.
Scenario Templates
The official website lists scenarios such as intelligent sales assistants, financial market trend announcements, sales training and practice, intelligent work order dispatch, intelligent resume screening, and expense report approval.
Delivery and Ecosystem
The official website lists open-source ecosystem support, expert consultation, onboarding assistance, and customized enterprise development as service capabilities.
How to use FastGPT
- First decide on the deployment method: community edition, cloud service or private deployment.
- The requirements for permissions and compliance will directly determine the choice.
- Do not build first and then migrate.
- The knowledge base is the key to effectiveness: the official prioritizes automatic cleaning and real-time updates, so it is recommended to spend time processing documents before using the model.
- Set indicators for effect acceptance: The official cases provide quantifiable metrics such as retrieval time, proportion of repeated inquiries, and automation rate, which can be used as a benchmark for your own situation.
- Make good use of debugging and auditing.
- keep records of every model change and prompt modification, so you can trace who made the changes when issues arise.
- The number of stars and the number of private deployment cases announced on the official website are subject to change.
- Please refer to the official latest page and contract terms before signing.
- Test for hallucinations before launch: The official website lists rejection of hallucinations as a selling point.
- In actual scenarios, a rejection boundary should be set.
- When it is beyond the scope of knowledge, let it clearly say "I don't know", which is safer than giving a forced answer.
Traffic & popularity
Data month Sep 2026
FastGPT receives about 12.6K visits per month and ranks #1,790,545 worldwide.
Monthly visits
12 monthsTraffic sources
- Direct57.0%
- Search30.1%
- Referrals10.5%
- Social1.1%
- AI assistants0.8%
- Other0.5%
Top countries
- China96.8%
- United States1.6%
- Taiwan, China1.0%
- Hong Kong, China0.6%
Estimated from third-party traffic data.
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