From ed6354e3b11324f0add9603169e7730359c8e68c Mon Sep 17 00:00:00 2001
From: Adrian Lyjak <adrianlyjak@gmail.com>
Date: Thu, 4 Sep 2025 12:53:09 -0400
Subject: [PATCH 1/5] Add utility script to export openapi.json

---
 pyproject.toml                      |  10 +-
 src/workflows/server/server.py      |  31 ++
 tests/server/test_openapi_schema.py |  15 +-
 uv.lock                             | 547 +++++++++++++++++++++++++++-
 4 files changed, 586 insertions(+), 17 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index dc0d4695..a6e6ac0b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,7 +8,9 @@ dev = [
   "pytest>=8.4.0",
   "pytest-asyncio>=1.0.0",
   "pytest-cov>=6.1.1",
-  "httpx>=0.25.0"
+  "httpx>=0.25.0",
+  "hatch>=1.14.1",
+  "pyyaml>=6.0.2",
 ]
 
 [project]
@@ -36,3 +38,9 @@ omit = ["tests/*"]
 
 [tool.hatch.build.targets.wheel]
 packages = ["src/workflows"]
+
+[tool.hatch.envs.server]
+features = ["server"]
+
+[tool.hatch.envs.server.scripts]
+openapi = "python -m workflows.server.server --output openapi.json"
diff --git a/src/workflows/server/server.py b/src/workflows/server/server.py
index ac886a82..04676ead 100644
--- a/src/workflows/server/server.py
+++ b/src/workflows/server/server.py
@@ -15,6 +15,7 @@
 from starlette.requests import Request
 from starlette.responses import JSONResponse, StreamingResponse
 from starlette.routing import Route
+from starlette.schemas import SchemaGenerator
 
 from workflows import Context, Workflow
 from workflows.context.serializers import JsonSerializer
@@ -435,3 +436,33 @@ async def _extract_run_params(self, request: Request, workflow: Workflow) -> tup
             raise HTTPException(
                 detail=f"Error processing request body: {e}", status_code=500
             )
+
+    def openapi_schema(self) -> dict:
+        app = self.app
+        gen = SchemaGenerator(
+            {
+                "openapi": "3.0.0",
+                "info": {
+                    "title": "Workflows API",
+                    "version": "1.0.0",
+                },
+            }
+        )
+
+        return gen.get_schema(app.routes)
+
+
+if __name__ == "__main__":
+    import argparse
+
+    parser = argparse.ArgumentParser(description="Generate OpenAPI schema")
+    parser.add_argument(
+        "--output", type=str, default="openapi.json", help="Output file path"
+    )
+    args = parser.parse_args()
+
+    server = WorkflowServer()
+    dict_schema = server.openapi_schema()
+    with open(args.output, "w") as f:
+        json.dump(dict_schema, indent=2, fp=f)
+    # dump file
diff --git a/tests/server/test_openapi_schema.py b/tests/server/test_openapi_schema.py
index ee24d5c7..d6da8c84 100644
--- a/tests/server/test_openapi_schema.py
+++ b/tests/server/test_openapi_schema.py
@@ -1,7 +1,6 @@
 # SPDX-License-Identifier: MIT
 # Copyright (c) 2025 LlamaIndex Inc.
 
-from starlette.schemas import SchemaGenerator
 from workflows import Workflow
 
 from workflows.server import WorkflowServer
@@ -10,19 +9,7 @@
 def test_openapi_schema_includes_all_routes(simple_test_workflow: Workflow) -> None:
     server = WorkflowServer()
     server.add_workflow("test", simple_test_workflow)
-
-    app = server.app
-    gen = SchemaGenerator(
-        {
-            "openapi": "3.0.0",
-            "info": {
-                "title": "Workflows API",
-                "version": "1.0.0",
-            },
-        }
-    )
-
-    schema = gen.get_schema(app.routes)
+    schema = server.openapi_schema()
 
     assert "paths" in schema
     paths = schema["paths"]
diff --git a/uv.lock b/uv.lock
index 21c68aaf..00dfb9b8 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 2
+revision = 3
 requires-python = ">=3.9"
 resolution-markers = [
     "python_full_version >= '3.10'",
@@ -30,6 +30,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a1/ee/48ca1a7c89ffec8b6a0c5d02b89c305671d5ffd8d3c94acf8b8c408575bb/anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c", size = 100916, upload-time = "2025-03-17T00:02:52.713Z" },
 ]
 
+[[package]]
+name = "backports-tarfile"
+version = "1.2.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/86/72/cd9b395f25e290e633655a100af28cb253e4393396264a98bd5f5951d50f/backports_tarfile-1.2.0.tar.gz", hash = "sha256:d75e02c268746e1b8144c278978b6e98e85de6ad16f8e4b0844a154557eca991", size = 86406, upload-time = "2024-05-28T17:01:54.731Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b9/fa/123043af240e49752f1c4bd24da5053b6bd00cad78c2be53c0d1e8b975bc/backports.tarfile-1.2.0-py3-none-any.whl", hash = "sha256:77e284d754527b01fb1e6fa8a1afe577858ebe4e9dad8919e34c862cb399bc34", size = 30181, upload-time = "2024-05-28T17:01:53.112Z" },
+]
+
 [[package]]
 name = "certifi"
 version = "2025.7.14"
@@ -39,6 +48,55 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/4f/52/34c6cf5bb9285074dc3531c437b3919e825d976fde097a7a73f79e726d03/certifi-2025.7.14-py3-none-any.whl", hash = "sha256:6b31f564a415d79ee77df69d757bb49a5bb53bd9f756cbbe24394ffd6fc1f4b2", size = 162722, upload-time = "2025-07-14T03:29:26.863Z" },
 ]
 
+[[package]]
+name = "cffi"
+version = "1.17.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pycparser" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/fc/97/c783634659c2920c3fc70419e3af40972dbaf758daa229a7d6ea6135c90d/cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824", size = 516621, upload-time = "2024-09-04T20:45:21.852Z" }
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From 6b756a1aec233e6e58617ae5571803941223b96f Mon Sep 17 00:00:00 2001
From: Adrian Lyjak <adrianlyjak@gmail.com>
Date: Thu, 4 Sep 2025 12:56:12 -0400
Subject: [PATCH 2/5] Add actual version

---
 src/workflows/server/server.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/workflows/server/server.py b/src/workflows/server/server.py
index 04676ead..8b7380b1 100644
--- a/src/workflows/server/server.py
+++ b/src/workflows/server/server.py
@@ -21,7 +21,7 @@
 from workflows.context.serializers import JsonSerializer
 from workflows.events import StopEvent
 from workflows.handler import WorkflowHandler
-
+from importlib.metadata import version
 from .utils import nanoid
 
 logger = logging.getLogger()
@@ -444,7 +444,7 @@ def openapi_schema(self) -> dict:
                 "openapi": "3.0.0",
                 "info": {
                     "title": "Workflows API",
-                    "version": "1.0.0",
+                    "version": version("llama-index-workflows"),
                 },
             }
         )

From 197857f5cb0858b66eb329e7930e0b0b1a4166ea Mon Sep 17 00:00:00 2001
From: Adrian Lyjak <adrianlyjak@gmail.com>
Date: Thu, 4 Sep 2025 12:56:51 -0400
Subject: [PATCH 3/5] fix toml

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a6e6ac0b..d9df1645 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,7 @@ dev = [
   "pytest-cov>=6.1.1",
   "httpx>=0.25.0",
   "hatch>=1.14.1",
-  "pyyaml>=6.0.2",
+  "pyyaml>=6.0.2"
 ]
 
 [project]

From d35bc04872c3ba730e2c95df7261b4b434a4ed51 Mon Sep 17 00:00:00 2001
From: Adrian Lyjak <adrianlyjak@gmail.com>
Date: Thu, 4 Sep 2025 12:59:59 -0400
Subject: [PATCH 4/5] print output

---
 src/workflows/server/server.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/workflows/server/server.py b/src/workflows/server/server.py
index 8b7380b1..46e8ef9e 100644
--- a/src/workflows/server/server.py
+++ b/src/workflows/server/server.py
@@ -465,4 +465,4 @@ def openapi_schema(self) -> dict:
     dict_schema = server.openapi_schema()
     with open(args.output, "w") as f:
         json.dump(dict_schema, indent=2, fp=f)
-    # dump file
+    print(f"OpenAPI schema written to {args.output}")
\ No newline at end of file

From 284a0857490ff9dc25cb456bf939502fc2362835 Mon Sep 17 00:00:00 2001
From: Adrian Lyjak <adrianlyjak@gmail.com>
Date: Thu, 4 Sep 2025 13:17:53 -0400
Subject: [PATCH 5/5] end of line fixer

---
 src/workflows/server/server.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/workflows/server/server.py b/src/workflows/server/server.py
index 46e8ef9e..7ef53b8c 100644
--- a/src/workflows/server/server.py
+++ b/src/workflows/server/server.py
@@ -465,4 +465,4 @@ def openapi_schema(self) -> dict:
     dict_schema = server.openapi_schema()
     with open(args.output, "w") as f:
         json.dump(dict_schema, indent=2, fp=f)
-    print(f"OpenAPI schema written to {args.output}")
\ No newline at end of file
+    print(f"OpenAPI schema written to {args.output}")