> For the complete documentation index, see [llms.txt](https://genos-docs.gitbook.io/default/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://genos-docs.gitbook.io/default/v1.9.3/advanced-tutorials/guides/workflow/mocking-flowise.md).

# 파이썬 코드 기반 FastAPI 앱과 GenOS 채팅 연동하기

본 섹션은 GenOS 워크플로우에서 Flowise로 구현하기 까다로운 요구사항을 Python 코드로 직접 구현한 것을, GenOS 채팅 어플리케이션에 연결하여 추론 과정 및 최종 답변을 스트리밍할 수 있는 방법을 예시 프로젝트와 함께 설명합니다.


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation by asking a question.

Perform an HTTP GET request on the following URL with the `ask` and `goal` query parameters:

```
GET https://genos-docs.gitbook.io/default/v1.9.3/advanced-tutorials/guides/workflow/mocking-flowise.md?ask=<question>&goal=<user_goal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is what the user is ultimately trying to achieve, the reason they need the answer. Sharing it helps GitBook give you a better, more relevant answer. A goal is most helpful when it describes the outcome the user wants rather than restating the question. For example, with `ask=how do I create an API token`, a goal like `automate deployments from our CI pipeline` lets GitBook tailor the answer to that use case.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.