diff --git a/.gitignore b/.gitignore
index 185fe46..2f3c741 100644
--- a/.gitignore
+++ b/.gitignore
@@ -161,5 +161,5 @@ cython_debug/
 #.idea/
 
 src/spdx_python_model/bindings/
-gen/*.py
-gen/*.pyi
+gen/**/*.py
+gen/**/*.pyi
diff --git a/README.md b/README.md
index 6c78b1c..492e473 100644
--- a/README.md
+++ b/README.md
@@ -52,6 +52,19 @@ from spdx_python_model import v3_0_1 as spdx_3_0
 p = spdx_3_0.Person()
 ```
 
+You can also have the bindings automatically detect the correct version to use
+using the `load()` API:
+
+```python
+import spdx_python_model
+
+path = Path("/path/to/file.spdx3.json")
+
+model, objset = spdx_python_model.load(path)
+
+p = model.Person()
+```
+
 ## Testing
 
 This repository has support for running tests against the bindings using `pytest`.
diff --git a/gen/generate-bindings b/gen/generate-bindings
index e1edfbc..c1a1c1a 100755
--- a/gen/generate-bindings
+++ b/gen/generate-bindings
@@ -11,21 +11,26 @@ mkdir -p "gen"
 
 echo "# Import all versions" > __init__.py
 
+get_context_url() {
+    echo "https://spdx.org/rdf/$1/spdx-context.jsonld"
+}
+
 for v in $SPDX_VERSIONS; do
     MODNAME="v$(echo "$v" | sed 's/[^a-zA-Z0-9_]/_/g')"
 
+    CONTEXT_URL="$(get_context_url "$v")"
     if [ -n "${SHACL2CODE_SPDX_DIR}" ] && [ -d "${SHACL2CODE_SPDX_DIR}/$v" ]
     then
         shacl2code generate --input "file://${SHACL2CODE_SPDX_DIR}/$v/spdx-model.ttl" \
             --input "file://${SHACL2CODE_SPDX_DIR}/$v/spdx-json-serialize-annotations.ttl" \
-            --context-url "file://${SHACL2CODE_SPDX_DIR}/$v/spdx-context.jsonld" https://spdx.org/rdf/$v/spdx-context.jsonld  \
+            --context-url "file://${SHACL2CODE_SPDX_DIR}/$v/spdx-context.jsonld" $CONTEXT_URL \
             --license Apache-2.0 \
             python \
             --output "$MODNAME"
     else
         shacl2code generate --input https://spdx.org/rdf/$v/spdx-model.ttl \
             --input https://spdx.org/rdf/$v/spdx-json-serialize-annotations.ttl \
-            --context https://spdx.org/rdf/$v/spdx-context.jsonld \
+            --context $CONTEXT_URL \
             --license Apache-2.0 \
             python \
             --output "$MODNAME"
@@ -33,3 +38,16 @@ for v in $SPDX_VERSIONS; do
 
     echo "from . import $MODNAME" >> __init__.py
 done
+
+MODNAME=""
+CONTEXT_URL=""
+
+echo >> __init__.py
+echo "# Generate context table" >> __init__.py
+echo "_CONTEXT_TABLE = {" >> __init__.py
+for v in $SPDX_VERSIONS; do
+    MODNAME="v$(echo "$v" | sed 's/[^a-zA-Z0-9_]/_/g')"
+    CONTEXT_URL="$(get_context_url "$v")"
+    echo "    '$CONTEXT_URL': $MODNAME" >> __init__.py
+done
+echo "}" >> __init__.py
diff --git a/src/spdx_python_model/__init__.py b/src/spdx_python_model/__init__.py
index c3918ed..4eb3237 100644
--- a/src/spdx_python_model/__init__.py
+++ b/src/spdx_python_model/__init__.py
@@ -4,3 +4,77 @@
 
 from .bindings import *
 from .version import VERSION
+
+from .bindings import _CONTEXT_TABLE
+
+from pathlib import Path
+import json
+
+
+class LoadError(Exception):
+    pass
+
+
+def load_data(data):
+    """
+    Automatically load a SPDX 3 JSON document with the correct model based on
+    its context
+
+    :param data: The decoded JSON data as a Python dict
+
+    :returns: A tuple that contains the model and the decoded SHACLObjectSet
+
+    :raises LoadError: If the data is missing a context or if the context is
+        not recognized
+    :raises TypeError: If the data is not a dictionary
+    """
+
+    if not isinstance(data, dict):
+        raise TypeError("Data must be a dictionary")
+
+    if "@context" not in data:
+        raise LoadError("No @context in data")
+
+    context_url = None
+
+    if isinstance(data["@context"], str):
+        context_url = data["@context"]
+    elif isinstance(data["@context"], list):
+        for item in data["@context"]:
+            if isinstance(item, str):
+                context_url = item
+                break
+
+    if not context_url:
+        raise LoadError("No valid @context URL string found in data")
+
+    if context_url not in _CONTEXT_TABLE:
+        raise LoadError(f"Unknown context URL '{context}'")
+
+    model = _CONTEXT_TABLE[context_url]
+
+    d = model.JSONLDDeserializer()
+    objset = model.SHACLObjectSet()
+
+    d.deserialize_data(data, objset)
+
+    return model, objset
+
+
+def load(path: Path):
+    """
+    Automatically load a SPDX 3 JSON document with the correct model based on
+    its context
+
+    :param data: The path to the SPDX 3 JSON file
+
+    :returns: A tuple that contains the model and the decoded SHACLObjectSet
+
+    :raises LoadError: If the data is missing a context or if the context is
+        not recognized
+    :raises TypeError: If the data is not a dictionary
+    """
+    with path.open("r") as f:
+        data = json.load(f)
+
+    return load_data(data)
diff --git a/tests/data/3.0.1/example.spdx3.json b/tests/data/3.0.1/example.spdx3.json
new file mode 100644
index 0000000..9098061
--- /dev/null
+++ b/tests/data/3.0.1/example.spdx3.json
@@ -0,0 +1,238 @@
+{
+  "@context" : "https://spdx.org/rdf/3.0.1/spdx-context.jsonld",
+  "@graph" : [ {
+    "@id" : "_:creationInfo_0",
+    "type" : "CreationInfo",
+    "specVersion" : "3.0.1",
+    "createdBy" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd0" ],
+    "createdUsing" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/additionalToolSPDXRef-gnrtd2", "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/additionalToolSPDXRef-gnrtd1" ],
+    "created" : "2021-08-26T01:46:00Z"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd3",
+    "type" : "Relationship",
+    "relationshipType" : "describes",
+    "completeness" : "noAssertion",
+    "to" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd4" ],
+    "from" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/document0",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd5",
+    "type" : "Relationship",
+    "relationshipType" : "contains",
+    "completeness" : "noAssertion",
+    "to" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd6" ],
+    "from" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd4",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd7",
+    "type" : "Relationship",
+    "relationshipType" : "hasConcludedLicense",
+    "to" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd8" ],
+    "from" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd6",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd9",
+    "type" : "Relationship",
+    "relationshipType" : "hasDeclaredLicense",
+    "to" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd8" ],
+    "from" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd6",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd10",
+    "type" : "Relationship",
+    "relationshipType" : "contains",
+    "completeness" : "noAssertion",
+    "to" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd11" ],
+    "from" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd4",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd12",
+    "type" : "Relationship",
+    "relationshipType" : "generates",
+    "to" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd11" ],
+    "completeness" : "noAssertion",
+    "from" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd13",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd15",
+    "type" : "Relationship",
+    "relationshipType" : "hasConcludedLicense",
+    "to" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd8" ],
+    "from" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd13",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd16",
+    "type" : "Relationship",
+    "relationshipType" : "hasDeclaredLicense",
+    "to" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd8" ],
+    "from" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd13",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd17",
+    "type" : "Relationship",
+    "relationshipType" : "generates",
+    "to" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd11" ],
+    "completeness" : "noAssertion",
+    "from" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd6",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd18",
+    "type" : "Relationship",
+    "relationshipType" : "hasConcludedLicense",
+    "to" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd8" ],
+    "from" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd11",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd19",
+    "type" : "Relationship",
+    "relationshipType" : "hasDeclaredLicense",
+    "to" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd20" ],
+    "from" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd11",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd21",
+    "type" : "Relationship",
+    "relationshipType" : "contains",
+    "completeness" : "noAssertion",
+    "to" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd13" ],
+    "from" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd4",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd22",
+    "type" : "Relationship",
+    "relationshipType" : "hasConcludedLicense",
+    "to" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd8" ],
+    "from" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd4",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd23",
+    "type" : "Relationship",
+    "relationshipType" : "hasDeclaredLicense",
+    "to" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd8" ],
+    "from" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd4",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/document0",
+    "type" : "SpdxDocument",
+    "dataLicense" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd24",
+    "rootElement" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd4" ],
+    "name" : "hello",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/additionalToolSPDXRef-gnrtd1",
+    "type" : "Tool",
+    "name" : "github.com/spdx/tools-golang/builder",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/additionalToolSPDXRef-gnrtd2",
+    "type" : "Tool",
+    "name" : "github.com/spdx/tools-golang/idsearcher",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd8",
+    "type" : "simplelicensing_LicenseExpression",
+    "simplelicensing_licenseExpression" : "GPL-3.0-or-later",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd20",
+    "type" : "simplelicensing_LicenseExpression",
+    "simplelicensing_licenseExpression" : "NOASSERTION",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd24",
+    "type" : "simplelicensing_LicenseExpression",
+    "simplelicensing_licenseExpression" : "CC0-1.0",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd14",
+    "type" : "LifecycleScopedRelationship",
+    "relationshipType" : "usesTool",
+    "scope" : "build",
+    "to" : [ "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd13" ],
+    "completeness" : "noAssertion",
+    "from" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd4",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd0",
+    "type" : "Person",
+    "externalIdentifier" : [ {
+      "type" : "ExternalIdentifier",
+      "identifier" : "steve@swinslow.net",
+      "externalIdentifierType" : "email"
+    } ],
+    "name" : "Steve Winslow",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd6",
+    "type" : "software_File",
+    "software_copyrightText" : "Copyright Contributors to the spdx-examples project.",
+    "verifiedUsing" : [ {
+      "type" : "Hash",
+      "algorithm" : "md5",
+      "hashValue" : "935054fe899ca782e11003bbae5e166c"
+    }, {
+      "type" : "Hash",
+      "algorithm" : "sha1",
+      "hashValue" : "20862a6d08391d07d09344029533ec644fac6b21"
+    }, {
+      "type" : "Hash",
+      "algorithm" : "sha256",
+      "hashValue" : "b4e5ca56d1f9110ca94ed0bf4e6d9ac11c2186eb7cd95159c6fdb50e8db5a823"
+    } ],
+    "name" : "./src/hello.c",
+    "software_primaryPurpose" : "source",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd11",
+    "type" : "software_File",
+    "software_copyrightText" : "NOASSERTION",
+    "verifiedUsing" : [ {
+      "type" : "Hash",
+      "algorithm" : "sha1",
+      "hashValue" : "20291a81ef065ff891b537b64d4fdccaf6f5ac02"
+    }, {
+      "type" : "Hash",
+      "algorithm" : "sha256",
+      "hashValue" : "83a33ff09648bb5fc5272baca88cf2b59fd81ac4cc6817b86998136af368708e"
+    }, {
+      "type" : "Hash",
+      "algorithm" : "md5",
+      "hashValue" : "08a12c966d776864cc1eb41fd03c3c3d"
+    } ],
+    "name" : "./build/hello",
+    "contentType" : "application/octet-stream",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd13",
+    "type" : "software_File",
+    "software_copyrightText" : "NOASSERTION",
+    "verifiedUsing" : [ {
+      "type" : "Hash",
+      "algorithm" : "sha1",
+      "hashValue" : "69a2e85696fff1865c3f0686d6c3824b59915c80"
+    }, {
+      "type" : "Hash",
+      "algorithm" : "sha256",
+      "hashValue" : "5da19033ba058e322e21c90e6d6d859c90b1b544e7840859c12cae5da005e79c"
+    }, {
+      "type" : "Hash",
+      "algorithm" : "md5",
+      "hashValue" : "559424589a4f3f75fd542810473d8bc1"
+    } ],
+    "name" : "./src/Makefile",
+    "software_primaryPurpose" : "source",
+    "creationInfo" : "_:creationInfo_0"
+  }, {
+    "spdxId" : "https://swinslow.net/spdx-examples/example1/hello-v3-specv3/SPDXRef-gnrtd4",
+    "type" : "software_Package",
+    "software_copyrightText" : "NOASSERTION",
+    "software_downloadLocation" : "git+https://github.com/swinslow/spdx-examples.git#example1/content",
+    "verifiedUsing" : [ {
+      "type" : "PackageVerificationCode",
+      "algorithm" : "sha1",
+      "hashValue" : "9d20237bb72087e87069f96afb41c6ca2fa2a342"
+    } ],
+    "name" : "hello",
+    "creationInfo" : "_:creationInfo_0"
+  } ]
+}
\ No newline at end of file
diff --git a/tests/test_import.py b/tests/test_import.py
index b9da40d..83de4c2 100644
--- a/tests/test_import.py
+++ b/tests/test_import.py
@@ -110,3 +110,15 @@ def test_exist_vocab_entry():
     assert not hasattr(
         r, "hasOutputs"
     ), "3.0.1: 'hasOutputs' entry should not be presented in 'RelationshipType'"
+
+
+def test_direct_create():
+    import spdx_python_model
+
+    p = spdx_python_model.v3_0_1.Person()
+
+
+def test_alias():
+    from spdx_python_model import v3_0_1 as spdx
+
+    p = spdx.Person()
diff --git a/tests/test_load.py b/tests/test_load.py
new file mode 100644
index 0000000..9f31eb4
--- /dev/null
+++ b/tests/test_load.py
@@ -0,0 +1,31 @@
+# SPDX-FileType: SOURCE
+# SPDX-License-Identifier: Apache-2.0
+
+import importlib
+import re
+from pathlib import Path
+
+import pytest
+
+DATA_DIR = Path(__file__).parent / "data"
+
+
+@pytest.mark.parametrize(
+    "datapath,version",
+    [
+        pytest.param(
+            DATA_DIR / "3.0.1" / "example.spdx3.json",
+            "3.0.1",
+            id="3.0.1",
+        ),
+    ],
+)
+def test_load(datapath, version):
+    import spdx_python_model
+
+    modname = "v" + re.sub(r"[^a-zA-Z0-9_]", "_", version)
+
+    model, objset = spdx_python_model.load(datapath)
+
+    assert isinstance(objset, model.SHACLObjectSet)
+    assert model is getattr(spdx_python_model, modname)