├── .gitignore ├── LICENSE ├── README.md ├── app.py └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | share/python-wheels/ 24 | *.egg-info/ 25 | .installed.cfg 26 | *.egg 27 | MANIFEST 28 | 29 | # PyInstaller 30 | # Usually these files are written by a python script from a template 31 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 32 | *.manifest 33 | *.spec 34 | 35 | # Installer logs 36 | pip-log.txt 37 | pip-delete-this-directory.txt 38 | 39 | # Unit test / coverage reports 40 | htmlcov/ 41 | .tox/ 42 | .nox/ 43 | .coverage 44 | .coverage.* 45 | .cache 46 | nosetests.xml 47 | coverage.xml 48 | *.cover 49 | *.py,cover 50 | .hypothesis/ 51 | .pytest_cache/ 52 | cover/ 53 | 54 | # Translations 55 | *.mo 56 | *.pot 57 | 58 | # Django stuff: 59 | *.log 60 | local_settings.py 61 | db.sqlite3 62 | db.sqlite3-journal 63 | 64 | # Flask stuff: 65 | instance/ 66 | .webassets-cache 67 | 68 | # Scrapy stuff: 69 | .scrapy 70 | 71 | # Sphinx documentation 72 | docs/_build/ 73 | 74 | # PyBuilder 75 | .pybuilder/ 76 | target/ 77 | 78 | # Jupyter Notebook 79 | .ipynb_checkpoints 80 | 81 | # IPython 82 | profile_default/ 83 | ipython_config.py 84 | 85 | # pyenv 86 | # For a library or package, you might want to ignore these files since the code is 87 | # intended to run in multiple environments; otherwise, check them in: 88 | # .python-version 89 | 90 | # pipenv 91 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 92 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 93 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 94 | # install all needed dependencies. 95 | #Pipfile.lock 96 | 97 | # poetry 98 | # Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. 99 | # This is especially recommended for binary packages to ensure reproducibility, and is more 100 | # commonly ignored for libraries. 101 | # https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control 102 | #poetry.lock 103 | 104 | # pdm 105 | # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. 106 | #pdm.lock 107 | # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it 108 | # in version control. 109 | # https://pdm.fming.dev/#use-with-ide 110 | .pdm.toml 111 | 112 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm 113 | __pypackages__/ 114 | 115 | # Celery stuff 116 | celerybeat-schedule 117 | celerybeat.pid 118 | 119 | # SageMath parsed files 120 | *.sage.py 121 | 122 | # Environments 123 | .env 124 | .venv 125 | env/ 126 | venv/ 127 | ENV/ 128 | env.bak/ 129 | venv.bak/ 130 | 131 | # Spyder project settings 132 | .spyderproject 133 | .spyproject 134 | 135 | # Rope project settings 136 | .ropeproject 137 | 138 | # mkdocs documentation 139 | /site 140 | 141 | # mypy 142 | .mypy_cache/ 143 | .dmypy.json 144 | dmypy.json 145 | 146 | # Pyre type checker 147 | .pyre/ 148 | 149 | # pytype static type analyzer 150 | .pytype/ 151 | 152 | # Cython debug symbols 153 | cython_debug/ 154 | 155 | # PyCharm 156 | # JetBrains specific template is maintained in a separate JetBrains.gitignore that can 157 | # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore 158 | # and can be added to the global gitignore or merged into this file. For a more nuclear 159 | # option (not recommended) you can uncomment the following to ignore the entire idea folder. 160 | #.idea/ 161 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2023 AI Anytime 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Gorilla-LLM-Demo-App 2 | This is a Gorilla LLM Demo app developed using Streamlit. 3 | -------------------------------------------------------------------------------- /app.py: -------------------------------------------------------------------------------- 1 | import openai 2 | import streamlit as st 3 | import subprocess 4 | 5 | openai.api_key = "EMPTY" # Key is ignored and does not matter 6 | openai.api_base = "http://zanino.millennium.berkeley.edu:8000/v1" 7 | 8 | #Query Gorilla Server 9 | def get_gorilla_response(prompt, model): 10 | try: 11 | completion = openai.ChatCompletion.create( 12 | model = model, 13 | messages = [{"role": "user", "content": prompt}] 14 | ) 15 | print("Response: ", completion) 16 | return completion.choices[0].message.content 17 | except Exception as e: 18 | print("Sorry, something went wrong!") 19 | 20 | def extract_code_from_output(output): 21 | code =output.split("code>>>:")[1] 22 | return code 23 | 24 | def run_generated_code(file_path): 25 | 26 | # Command to run the generated code using Python interpreter 27 | command = ["python", file_path] 28 | 29 | try: 30 | # Execute the command as a subprocess and capture the output and error streams 31 | result = subprocess.run(command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True) 32 | 33 | # Check if the subprocess ran successfully 34 | if result.returncode == 0: 35 | st.success("Generated code executed successfully.") 36 | # Display the output of the generated code 37 | st.code(result.stdout, language="python") 38 | else: 39 | st.error("Generated code execution failed with the following error:") 40 | # Display the error message 41 | st.code(result.stderr, language="bash") 42 | 43 | except Exception as e: 44 | st.error("Error occurred while running the generated code:", e) 45 | 46 | st.set_page_config(layout="wide") 47 | 48 | def main(): 49 | st.title("Gorilla LLM Demo App 🦍‍👤") 50 | 51 | input_prompt = st.text_area("Enter your prompt below:") 52 | 53 | option = st.selectbox('Select a model option from the list:', ('gorilla-7b-hf-v1', "gorilla-mpt-7b-hf-v0")) 54 | 55 | if st.button("Gorilla Magic"): 56 | if len(input_prompt) > 0: 57 | col1, col2 = st.columns([1,1]) 58 | with col1: 59 | if option == "gorilla-7b-hf-v1": 60 | result = get_gorilla_response(prompt=input_prompt, model=option) 61 | st.write(result) 62 | elif option == "gorilla-mpt-7b-hf-v0": 63 | result = get_gorilla_response(prompt=input_prompt, model=option) 64 | st.write(result) 65 | 66 | 67 | with col2: 68 | # pass 69 | if option == "gorilla-7b-hf-v1": 70 | code_result = extract_code_from_output(result) 71 | st.subheader("Generated Output") 72 | st.code(code_result, language='python') 73 | file_path = "generated_code_gorilla_7b_hf_v1.py" 74 | with open(file_path, 'w') as file: 75 | file.write(code_result) 76 | 77 | elif option == "gorilla-mpt-7b-hf-v0": 78 | code_result = extract_code_from_output(result) 79 | lines = code_result.split('\\n') 80 | for i in range(len(lines)-1): 81 | st.code(lines[i], language='python') 82 | file_path = "generated_code_gorilla_mpt_7b_hf_v0.py" 83 | with open(file_path, "w") as f: 84 | for i in range(len(lines)-1): 85 | f.write(lines[i].strip().replace('\\"', '"') + '\n') 86 | run_generated_code(file_path) 87 | 88 | if __name__ == "__main__": 89 | main() 90 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | openai 2 | --------------------------------------------------------------------------------