diff --git a/build.py b/build.py
index a72f96f..94b6160 100644
--- a/build.py
+++ b/build.py
@@ -1,4 +1,8 @@
+import json
 import os
+import glob
+import pprint
+import re
 import subprocess
 import sys
 from tree_sitter import Language
@@ -32,7 +36,40 @@
         subprocess.check_call(["git", "fetch", "--depth=1", "origin", commit], cwd=clone_directory)
         subprocess.check_call(["git", "checkout", commit], cwd=clone_directory)
 
-print()
+
+langs = {}
+for _, _, clone_directory in repos:
+    keys = []
+    for parser_path in glob.glob(os.path.join(clone_directory, "**/parser.c"), recursive=True):
+        with open(parser_path, 'r') as parser:
+            for line in parser:
+                if line.startswith("extern const TSLanguage *tree_sitter_"):
+                    key = re.search(r"tree_sitter_(.+?)\(", line).group(1)
+                    keys.append(key)
+    package_json_path = os.path.join(clone_directory, 'package.json')
+    if not os.path.isfile(package_json_path):
+        for key in keys:
+            langs[key] = {}
+        continue
+    with open(package_json_path, 'r') as file:
+        package_json = json.load(file)
+        if 'tree-sitter' not in package_json:
+            for key in keys:
+                langs[key] = {}
+            continue
+        for entry in package_json['tree-sitter']:
+            if len(keys) == 1:
+                langs[keys[0]] = entry
+                continue
+            for key in keys:
+                if entry['scope'].endswith(key) or ('path' in entry and entry['path'] == key):
+                    langs[key] = entry
+                    break
+
+with open('tree_sitter_languages/generated.pyx', 'w') as file:
+    file.write('compiled_languages = ')
+    pprint.pprint(langs, stream=file)
+
 
 if sys.platform == "win32":
     languages_filename = "tree_sitter_languages\\languages.dll"
diff --git a/setup.py b/setup.py
index f5b2ae0..4ace7ff 100644
--- a/setup.py
+++ b/setup.py
@@ -20,7 +20,7 @@
     author_email='contact@grantjenks.com',
     url='https://github.com/grantjenks/py-tree-sitter-languages',
     license='Apache 2.0',
-    ext_modules=cythonize('tree_sitter_languages/core.pyx', language_level='3'),
+    ext_modules=cythonize('tree_sitter_languages/*.pyx', language_level='3'),
     packages=['tree_sitter_languages'],
     package_data={'tree_sitter_languages': ['languages.so', 'languages.dll']},
     install_requires=['tree-sitter'],
diff --git a/tests/test_tree_sitter_languages.py b/tests/test_tree_sitter_languages.py
index b4ebc31..08c8f07 100644
--- a/tests/test_tree_sitter_languages.py
+++ b/tests/test_tree_sitter_languages.py
@@ -1,4 +1,5 @@
-from tree_sitter_languages import get_language, get_parser
+from tree_sitter_languages import get_language, get_parser, get_language_by_filename
+from tree_sitter_languages.generated import compiled_languages
 
 LANGUAGES = [
     'bash',
@@ -45,6 +46,7 @@
     'sqlite',
     'toml',
     'tsq',
+    'tsx',
     'typescript',
     'yaml',
 ]
@@ -87,3 +89,14 @@ def test_get_language():
     for language in LANGUAGES:
         language = get_language(language)
         assert language
+
+def test_generated():
+    for language in LANGUAGES:
+        assert compiled_languages[language] is not None
+
+def test_get_language_by_filename():
+    for filename, lang in {
+        'file.sh': 'bash',
+        'test.go': 'go',
+    }.items():
+        assert get_language_by_filename(filename).name == get_language(lang).name
diff --git a/tree_sitter_languages/__init__.py b/tree_sitter_languages/__init__.py
index 1ebad68..4289c6f 100644
--- a/tree_sitter_languages/__init__.py
+++ b/tree_sitter_languages/__init__.py
@@ -1,7 +1,7 @@
 """Tree Sitter with Languages
 """
 
-from .core import get_language, get_parser
+from .core import get_language, get_parser, get_language_by_filename
 
 __version__ = '1.7.0'
 __title__ = 'tree_sitter_languages'
diff --git a/tree_sitter_languages/core.pyx b/tree_sitter_languages/core.pyx
index a27377c..70fbce1 100644
--- a/tree_sitter_languages/core.pyx
+++ b/tree_sitter_languages/core.pyx
@@ -1,6 +1,8 @@
 import pathlib
+import re
 import sys
 
+from .generated import compiled_languages
 from tree_sitter import Language, Parser
 
 
@@ -14,6 +16,31 @@ def get_language(language):
     language = Language(binary_path, language)
     return language
 
+def get_language_by_filename(name, contents=None):
+    matching_keys = []
+    for key, entry in compiled_languages.items():
+        if 'file-types' not in entry:
+            continue
+        for ft in entry['file-types']:
+            if name == ft or name.endswith(ft):
+                matching_keys.append(key)
+
+    if contents is None or not matching_keys:
+        return get_language(matching_keys[0]) if matching_keys else None
+
+    best_score = -1
+    best_key = None
+    for key in matching_keys:
+        entry = compiled_languages[key]
+        if 'content-regex' in entry and contents is not None:
+            match = re.search(entry['content-regex'], contents)
+            if match:
+                score = match.end() - match.start()
+                if score > best_score:
+                    best_score = score
+                    best_key = key
+
+    return get_language(best_key) if best_key else get_language(matching_keys[0])
 
 def get_parser(language):
     language = get_language(language)
diff --git a/tree_sitter_languages/generated.pyx b/tree_sitter_languages/generated.pyx
new file mode 100644
index 0000000..02ad209
--- /dev/null
+++ b/tree_sitter_languages/generated.pyx
@@ -0,0 +1,117 @@
+compiled_languages = {'bash': {'file-types': ['sh', 'bash', 'zsh'], 'scope': 'source.bash'},
+ 'c': {'file-types': ['c', 'h'], 'scope': 'source.c'},
+ 'c_sharp': {'file-types': ['cs'], 'scope': 'source.cs'},
+ 'commonlisp': {},
+ 'cpp': {'file-types': ['cc', 'cpp', 'hpp', 'h'],
+         'highlights': ['queries/highlights.scm',
+                        'node_modules/tree-sitter-c/queries/highlights.scm'],
+         'scope': 'source.cpp'},
+ 'css': {'file-types': ['css'],
+         'injection-regex': '^css$',
+         'scope': 'source.css'},
+ 'dockerfile': {},
+ 'dot': {'file-types': ['dot', 'gv'], 'scope': 'source.dot'},
+ 'elisp': {'file-types': ['el'], 'scope': 'source.emacs.lisp'},
+ 'elixir': {'file-types': ['ex', 'exs'],
+            'injection-regex': '^(ex|elixir)$',
+            'scope': 'source.elixir'},
+ 'elm': {'file-types': ['elm'], 'scope': 'source.elm'},
+ 'embedded_template': {'file-types': ['erb'],
+                       'injection-regex': 'erb',
+                       'injections': 'queries/injections-erb.scm',
+                       'scope': 'text.html.erb'},
+ 'erlang': {},
+ 'go': {'file-types': ['go'], 'scope': 'source.go'},
+ 'gomod': {},
+ 'hack': {'file-types': ['hack'],
+          'first-line-regex': '^((<\\?hh.*)|(#!.+ hhvm))',
+          'scope': 'source.hack'},
+ 'haskell': {'file-types': ['hs'],
+             'highlights': ['queries/highlights.scm'],
+             'injection-regex': '^(hs|haskell)$',
+             'scope': 'source.haskell'},
+ 'hcl': {'file-types': ['hcl'], 'scope': 'source.hcl'},
+ 'html': {'file-types': ['html'],
+          'injection-regex': 'html',
+          'scope': 'text.html.basic'},
+ 'java': {'file-types': ['java'], 'scope': 'source.java'},
+ 'javascript': {'file-types': ['js'],
+                'highlights': ['queries/highlights-jsx.scm',
+                               'queries/highlights-params.scm',
+                               'queries/highlights.scm'],
+                'injection-regex': '^(js|javascript)$',
+                'scope': 'source.js'},
+ 'jsdoc': {'injection-regex': 'jsdoc', 'scope': 'text.jsdoc'},
+ 'json': {'file-types': ['json'], 'scope': 'source.json'},
+ 'julia': {'file-types': ['jl'], 'scope': 'source.julia'},
+ 'kotlin': {},
+ 'lua': {'file-types': ['lua'], 'scope': 'source.lua'},
+ 'make': {'file-types': ['makefile',
+                         'Makefile',
+                         'MAKEFILE',
+                         'GNUmakefile',
+                         'mk',
+                         'mak',
+                         'dsp'],
+          'scope': 'source.mk'},
+ 'markdown': {},
+ 'objc': {'file-types': ['h', 'm'],
+          'highlights': ['queries/highlights.scm',
+                         'node_modules/tree-sitter-c/queries/highlights.scm'],
+          'scope': 'source.objc'},
+ 'ocaml': {'file-types': ['ml'],
+           'first-line-regex': '',
+           'injection-regex': '^(ocaml|ml)$',
+           'path': 'ocaml',
+           'scope': 'source.ocaml'},
+ 'perl': {'file-types': ['pl'], 'scope': 'source.perl'},
+ 'php': {'file-types': ['php'],
+         'highlights': 'queries/highlights.scm',
+         'scope': 'source.php'},
+ 'python': {'file-types': ['py'], 'scope': 'source.python'},
+ 'ql': {'file-types': ['ql', 'qll'], 'scope': 'source.ql'},
+ 'r': {'file-types': ['R', 'r'],
+       'first-line-regex': '#!.*\\bRscript$',
+       'scope': 'source.R'},
+ 'regex': {'injection-regex': '^regex$', 'scope': 'source.regex'},
+ 'rst': {'file-types': ['rst'], 'injection-regex': 'rst', 'scope': 'text.rst'},
+ 'ruby': {'file-types': ['rb'],
+          'injection-regex': 'ruby',
+          'scope': 'source.ruby'},
+ 'rust': {'file-types': ['rs'],
+          'injection-regex': 'rust',
+          'scope': 'source.rust'},
+ 'scala': {'file-types': ['scala'], 'scope': 'source.scala'},
+ 'sql': {'file-types': ['sql'], 'scope': 'source.sql'},
+ 'sqlite': {'file-types': ['sql'],
+            'highlights': 'queries/highlights.scm',
+            'injection-regex': '^(sql)$',
+            'scope': 'source.sql'},
+ 'toml': {'file-types': ['toml'],
+          'highlights': ['queries/highlights.scm'],
+          'injection-regex': '^toml$',
+          'scope': 'source.toml'},
+ 'tsq': {'file-types': ['tsq', 'scm'], 'scope': 'scope.tsq'},
+ 'tsx': {'content-regex': '@flow',
+         'file-types': ['js'],
+         'highlights': ['queries/highlights.scm',
+                        'node_modules/tree-sitter-javascript/queries/highlights-jsx.scm',
+                        'node_modules/tree-sitter-javascript/queries/highlights.scm'],
+         'injections': 'node_modules/tree-sitter-javascript/queries/injections.scm',
+         'locals': 'node_modules/tree-sitter-javascript/queries/locals.scm',
+         'path': 'tsx',
+         'scope': 'source.js.flow',
+         'tags': ['queries/tags.scm',
+                  'node_modules/tree-sitter-javascript/queries/tags.scm']},
+ 'typescript': {'file-types': ['ts'],
+                'highlights': ['queries/highlights.scm',
+                               'node_modules/tree-sitter-javascript/queries/highlights.scm'],
+                'injection-regex': '^(ts|typescript)$',
+                'injections': 'node_modules/tree-sitter-javascript/queries/injections.scm',
+                'locals': ['queries/locals.scm',
+                           'node_modules/tree-sitter-javascript/queries/locals.scm'],
+                'path': 'typescript',
+                'scope': 'source.ts',
+                'tags': ['queries/tags.scm',
+                         'node_modules/tree-sitter-javascript/queries/tags.scm']},
+ 'yaml': {}}