├── .chainlit └── config.toml ├── .gcloudignore ├── .gitignore ├── Dockerfile ├── LICENSE ├── README.md ├── app.yaml ├── chainlit.md ├── cloudbuild.yaml ├── demo_app ├── __init__.py └── main.py ├── docker-compose.yml ├── poetry.lock ├── poetry.toml ├── pyproject.toml ├── requirements.txt └── ui.PNG /.chainlit/config.toml: -------------------------------------------------------------------------------- 1 | [project] 2 | # Name of the app and chatbot. 3 | name = "Chatbot" 4 | # Description of the app and chatbot. This is used for HTML tags. 5 | # description = "" 6 | 7 | # If true (default), the app will be available to anonymous users (once deployed). 8 | # If false, users will need to authenticate and be part of the project to use the app. 9 | public = true 10 | 11 | # The project ID (found on https://cloud.chainlit.io). 12 | # If provided, all the message data will be stored in the cloud. 13 | # The project ID is required when public is set to false. 14 | #id = "" 15 | 16 | # Whether to enable telemetry (default: true). No personal data is collected. 17 | enable_telemetry = true 18 | 19 | # List of environment variables to be provided by each user to use the app. 20 | user_env = ["OPENAI_API_KEY"] 21 | 22 | # Hide the chain of thought details from the user in the UI. 23 | hide_cot = false 24 | 25 | # Link to your github repo. This will add a github button in the UI's header. 26 | github = "https://github.com/amjadraza/langchain-chainlit-docker-deployment-template" 27 | 28 | # Limit the number of requests per user. 29 | #request_limit = "10 per day" 30 | -------------------------------------------------------------------------------- /.gcloudignore: -------------------------------------------------------------------------------- 1 | # Local data 2 | data/local_data/ 3 | 4 | # Secrets 5 | .streamlit/secrets.toml 6 | 7 | # VSCode 8 | .vscode/ 9 | 10 | # TODO 11 | TODO.md 12 | 13 | # Byte-compiled / optimized / DLL files 14 | __pycache__/ 15 | *.py[cod] 16 | *$py.class 17 | 18 | # C extensions 19 | *.so 20 | 21 | # Distribution / packaging 22 | .Python 23 | build/ 24 | develop-eggs/ 25 | dist/ 26 | downloads/ 27 | eggs/ 28 | .eggs/ 29 | lib/ 30 | lib64/ 31 | parts/ 32 | sdist/ 33 | var/ 34 | wheels/ 35 | share/python-wheels/ 36 | *.egg-info/ 37 | .installed.cfg 38 | *.egg 39 | MANIFEST 40 | 41 | # PyInstaller 42 | # Usually these files are written by a python script from a template 43 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 44 | *.manifest 45 | *.spec 46 | 47 | # Installer logs 48 | pip-log.txt 49 | pip-delete-this-directory.txt 50 | 51 | # Unit test / coverage reports 52 | htmlcov/ 53 | .tox/ 54 | .nox/ 55 | .coverage 56 | .coverage.* 57 | .cache 58 | nosetests.xml 59 | coverage.xml 60 | *.cover 61 | *.py,cover 62 | .hypothesis/ 63 | .pytest_cache/ 64 | cover/ 65 | 66 | # Translations 67 | *.mo 68 | *.pot 69 | 70 | # Django stuff: 71 | *.log 72 | local_settings.py 73 | db.sqlite3 74 | db.sqlite3-journal 75 | 76 | # Flask stuff: 77 | instance/ 78 | .webassets-cache 79 | 80 | # Scrapy stuff: 81 | .scrapy 82 | 83 | # Sphinx documentation 84 | docs/_build/ 85 | 86 | # PyBuilder 87 | .pybuilder/ 88 | target/ 89 | 90 | # Jupyter Notebook 91 | .ipynb_checkpoints 92 | 93 | # IPython 94 | profile_default/ 95 | ipython_config.py 96 | 97 | # pdm 98 | # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. 99 | #pdm.lock 100 | # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it 101 | # in version control. 102 | # https://pdm.fming.dev/#use-with-ide 103 | .pdm.toml 104 | 105 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm 106 | __pypackages__/ 107 | 108 | # Celery stuff 109 | celerybeat-schedule 110 | celerybeat.pid 111 | 112 | # SageMath parsed files 113 | *.sage.py 114 | 115 | # Environments 116 | .env 117 | .venv 118 | env/ 119 | venv/ 120 | ENV/ 121 | env.bak/ 122 | venv.bak/ 123 | 124 | # Spyder project settings 125 | .spyderproject 126 | .spyproject 127 | 128 | # Rope project settings 129 | .ropeproject 130 | 131 | # mkdocs documentation 132 | /site 133 | 134 | # mypy 135 | .mypy_cache/ 136 | .dmypy.json 137 | dmypy.json 138 | 139 | # Pyre type checker 140 | .pyre/ 141 | 142 | # pytype static type analyzer 143 | .pytype/ 144 | 145 | # Cython debug symbols 146 | cython_debug/ 147 | 148 | # PyCharm 149 | # JetBrains specific template is maintained in a separate JetBrains.gitignore that can 150 | # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore 151 | # and can be added to the global gitignore or merged into this file. For a more nuclear 152 | # option (not recommended) you can uncomment the following to ignore the entire idea folder. 153 | .idea/ 154 | .idea 155 | .gcloudignore 156 | credentials.json 157 | token.json 158 | 159 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Local data 2 | data/local_data/ 3 | 4 | # Secrets 5 | .streamlit/secrets.toml 6 | 7 | # VSCode 8 | .vscode/ 9 | 10 | # TODO 11 | TODO.md 12 | 13 | # Byte-compiled / optimized / DLL files 14 | __pycache__/ 15 | *.py[cod] 16 | *$py.class 17 | 18 | # C extensions 19 | *.so 20 | 21 | # Distribution / packaging 22 | .Python 23 | build/ 24 | develop-eggs/ 25 | dist/ 26 | downloads/ 27 | eggs/ 28 | .eggs/ 29 | lib/ 30 | lib64/ 31 | parts/ 32 | sdist/ 33 | var/ 34 | wheels/ 35 | share/python-wheels/ 36 | *.egg-info/ 37 | .installed.cfg 38 | *.egg 39 | MANIFEST 40 | 41 | # PyInstaller 42 | # Usually these files are written by a python script from a template 43 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 44 | *.manifest 45 | *.spec 46 | 47 | # Installer logs 48 | pip-log.txt 49 | pip-delete-this-directory.txt 50 | 51 | # Unit test / coverage reports 52 | htmlcov/ 53 | .tox/ 54 | .nox/ 55 | .coverage 56 | .coverage.* 57 | .cache 58 | nosetests.xml 59 | coverage.xml 60 | *.cover 61 | *.py,cover 62 | .hypothesis/ 63 | .pytest_cache/ 64 | cover/ 65 | 66 | # Translations 67 | *.mo 68 | *.pot 69 | 70 | # Django stuff: 71 | *.log 72 | local_settings.py 73 | db.sqlite3 74 | db.sqlite3-journal 75 | 76 | # Flask stuff: 77 | instance/ 78 | .webassets-cache 79 | 80 | # Scrapy stuff: 81 | .scrapy 82 | 83 | # Sphinx documentation 84 | docs/_build/ 85 | 86 | # PyBuilder 87 | .pybuilder/ 88 | target/ 89 | 90 | # Jupyter Notebook 91 | .ipynb_checkpoints 92 | 93 | # IPython 94 | profile_default/ 95 | ipython_config.py 96 | 97 | # pdm 98 | # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. 99 | #pdm.lock 100 | # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it 101 | # in version control. 102 | # https://pdm.fming.dev/#use-with-ide 103 | .pdm.toml 104 | 105 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm 106 | __pypackages__/ 107 | 108 | # Celery stuff 109 | celerybeat-schedule 110 | celerybeat.pid 111 | 112 | # SageMath parsed files 113 | *.sage.py 114 | 115 | # Environments 116 | .env 117 | .venv 118 | env/ 119 | venv/ 120 | ENV/ 121 | env.bak/ 122 | venv.bak/ 123 | 124 | # Spyder project settings 125 | .spyderproject 126 | .spyproject 127 | 128 | # Rope project settings 129 | .ropeproject 130 | 131 | # mkdocs documentation 132 | /site 133 | 134 | # mypy 135 | .mypy_cache/ 136 | .dmypy.json 137 | dmypy.json 138 | 139 | # Pyre type checker 140 | .pyre/ 141 | 142 | # pytype static type analyzer 143 | .pytype/ 144 | 145 | # Cython debug symbols 146 | cython_debug/ 147 | 148 | # PyCharm 149 | # JetBrains specific template is maintained in a separate JetBrains.gitignore that can 150 | # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore 151 | # and can be added to the global gitignore or merged into this file. For a more nuclear 152 | # option (not recommended) you can uncomment the following to ignore the entire idea folder. 153 | .idea/ 154 | credentials.json 155 | token.json 156 | 157 | -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- 1 | # The builder image, used to build the virtual environment 2 | FROM python:3.11-slim-buster as builder 3 | 4 | # Environment setup for build 5 | ENV PYTHONDONTWRITEBYTECODE=1 \ 6 | PYTHONUNBUFFERED=1 \ 7 | PATH="/home/appuser/.local/bin:${PATH}" \ 8 | POETRY_NO_INTERACTION=1 \ 9 | POETRY_VIRTUALENVS_IN_PROJECT=1 \ 10 | POETRY_VIRTUALENVS_CREATE=1 \ 11 | POETRY_CACHE_DIR=/tmp/poetry_cache 12 | 13 | RUN apt-get update && apt-get install -y git 14 | 15 | RUN groupadd -g 1001 appgroup && \ 16 | adduser --uid 1001 --gid 1001 --disabled-password --gecos '' appuser 17 | 18 | USER 1001 19 | 20 | RUN pip install --user --no-cache-dir --upgrade pip && \ 21 | pip install --user --no-cache-dir poetry==1.4.2 22 | 23 | WORKDIR /home/appuser/app/ 24 | COPY pyproject.toml poetry.lock /home/appuser/app/ 25 | RUN poetry install --no-cache --no-root && \ 26 | rm -rf $POETRY_CACHE_DIR 27 | 28 | # The runtime image, used to just run the code provided its virtual environment 29 | FROM python:3.11-slim-buster as runtime 30 | 31 | # Environment setup for runtime 32 | ENV PYTHONDONTWRITEBYTECODE=1 \ 33 | PYTHONUNBUFFERED=1 \ 34 | VIRTUAL_ENV=/home/appuser/app/.venv \ 35 | PATH="/home/appuser/app/.venv/bin:/home/appuser/.local/bin:$PATH" \ 36 | HOST=0.0.0.0 \ 37 | LISTEN_PORT=8000 38 | 39 | RUN groupadd -g 1001 appgroup && \ 40 | adduser --uid 1001 --gid 1001 --disabled-password --gecos '' appuser 41 | 42 | USER 1001 43 | EXPOSE 8000 44 | WORKDIR /home/appuser/app/ 45 | 46 | # Copy virtual environment from builder 47 | COPY --chown=1001:1001 --from=builder ${VIRTUAL_ENV} ${VIRTUAL_ENV} 48 | 49 | # Copy application files 50 | COPY ./chainlit.md /home/appuser/app/chainlit.md 51 | COPY --chown=1001:1001 ./.chainlit /home/appuser/app/.chainlit 52 | COPY ./demo_app /home/appuser/app/demo_app 53 | 54 | CMD ["chainlit", "run", "/home/appuser/app/demo_app/main.py"] 55 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2023 DR. AMJAD RAZA 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 |

2 | 📖 LangChain-Chainlit-Docker-Deployment App Template 3 |

4 | 5 | ![UI](ui.PNG?raw=true) 6 | 7 | 8 | ## 🔧 Features 9 | 10 | - Basic Skeleton App configured with `openai` API 11 | - A ChatBot using LangChain and Chainlit 12 | - Docker Support with Optimisation Cache etc 13 | - Deployment on Google Cloud App Engine 14 | - Deployment on Google Cloud using `Cloud Run` 15 | 16 | > Reference repository: https://github.com/amjadraza/langchain-streamlit-docker-template 17 | 18 | This repo contains an `main.py` file which has a template for a chatbot implementation. 19 | 20 | ## Adding your chain 21 | To add your chain, you need to change the `load_chain` function in `main.py`. 22 | Depending on the type of your chain, you may also need to change the inputs/outputs that occur later on. 23 | 24 | 25 | ## 💻 Running Locally 26 | 27 | 1. Clone the repository📂 28 | 29 | ```bash 30 | git clone https://github.com/amjadraza/langchain-chainlit-docker-deployment-template 31 | ``` 32 | 33 | 2. Install dependencies with [Poetry](https://python-poetry.org/) and activate virtual environment🔨 34 | 35 | ```bash 36 | poetry install 37 | poetry shell 38 | ``` 39 | 40 | 3. Run the Chainlit server🚀 41 | 42 | ```bash 43 | chainlit run demo_app/main.py 44 | ``` 45 | 46 | Run App using Docker 47 | -------------------- 48 | This project includes `Dockerfile` to run the app in Docker container. In order to optimise the Docker Image 49 | size and building time with cache techniques, I have follow tricks in below Article 50 | https://medium.com/@albertazzir/blazing-fast-python-docker-builds-with-poetry-a78a66f5aed0 51 | 52 | Build the docker container 53 | 54 | ``docker build . -t langchain-chainlit-chat-app:latest`` 55 | 56 | To generate Image with `DOCKER_BUILDKIT`, follow below command 57 | 58 | ```DOCKER_BUILDKIT=1 docker build --target=runtime . -t langchain-chainlit-chat-app:latest``` 59 | 60 | 1. Run the docker container directly 61 | 62 | ``docker run -d --name langchain-chainlit-chat-app -p 8000:8000 langchain-chainlit-chat-app `` 63 | 64 | 2. Run the docker container using docker-compose (Recommended) 65 | 66 | ``docker-compose up`` 67 | 68 | 69 | Deploy App on Google App Engine 70 | -------------------------------- 71 | This app can be deployed on Google App Engine following below steps. 72 | 73 | ## Prerequisites 74 | 75 | Follow below guide on basic Instructions. 76 | [How to deploy Streamlit apps to Google App Engine](https://dev.to/whitphx/how-to-deploy-streamlit-apps-to-google-app-engine-407o) 77 | 78 | We added below tow configurations files 79 | 80 | 1. `app.yaml`: A Configuration file for `gcloud` 81 | 2. `.gcloudignore` : Configure the file to ignore file / folders to be uploaded 82 | 83 | I have adopted `Dockerfile` to deploy the app on GCP APP Engine. 84 | 85 | 1. Initialise & Configure the App 86 | 87 | ``gcloud app create --project=[YOUR_PROJECT_ID]`` 88 | 89 | 2. Deploy the App using 90 | 91 | ``gcloud app deploy`` 92 | 93 | 3. Access the App using 94 | 95 | https://langchain-chat-app-ex6cbrefpq-ts.a.run.app/ 96 | 97 | 98 | Deploy App on Google Cloud using Cloud Run (RECOMMENDED) 99 | -------------------------------------------------------- 100 | This app can be deployed on Google Cloud using Cloud Run following below steps. 101 | 102 | ## Prerequisites 103 | 104 | Follow below guide on basic Instructions. 105 | [How to deploy Streamlit apps to Google App Engine](https://dev.to/whitphx/how-to-deploy-streamlit-apps-to-google-app-engine-407o) 106 | 107 | We added below tow configurations files 108 | 109 | 1. `cloudbuild.yaml`: A Configuration file for `gcloud` 110 | 2. `.gcloudignore` : Configure the file to ignore file / folders to be uploaded 111 | 112 | we are going to use `Dockerfile` to deploy the app using Google Cloud Run. 113 | 114 | 1. Initialise & Configure the Google Project using Command Prompt 115 | 116 | `gcloud app create --project=[YOUR_PROJECT_ID]` 117 | 118 | 2. Enable Services for the Project 119 | 120 | ``` 121 | gcloud services enable cloudbuild.googleapis.com 122 | gcloud services enable run.googleapis.com 123 | ``` 124 | 125 | 3. Create Service Account 126 | 127 | ``` 128 | gcloud iam service-accounts create langchain-app-cr \ 129 | --display-name="langchain-app-cr" 130 | 131 | gcloud projects add-iam-policy-binding langchain-chat \ 132 | --member="serviceAccount:langchain-app-cr@langchain-chat.iam.gserviceaccount.com" \ 133 | --role="roles/run.invoker" 134 | 135 | gcloud projects add-iam-policy-binding langchain-chat \ 136 | --member="serviceAccount:langchain-app-cr@langchain-chat.iam.gserviceaccount.com" \ 137 | --role="roles/serviceusage.serviceUsageConsumer" 138 | 139 | gcloud projects add-iam-policy-binding langchain-chat \ 140 | --member="serviceAccount:langchain-app-cr@langchain-chat.iam.gserviceaccount.com" \ 141 | --role="roles/run.admin" 142 | ``` 143 | 144 | 4. Generate the Docker 145 | 146 | `DOCKER_BUILDKIT=1 docker build --target=runtime . -t australia-southeast1-docker.pkg.dev/langchain-chat/clapp/langchain-chainlit-chat-app:latest` 147 | 148 | 5. Push Image to Google Artifact's Registry 149 | 150 | Create the repository with name `clapp` 151 | 152 | ``` 153 | gcloud artifacts repositories create clapp \ 154 | --repository-format=docker \ 155 | --location=australia-southeast1 \ 156 | --description="A Langachain Chainlit App" \ 157 | --async 158 | ``` 159 | 160 | Configure-docker 161 | 162 | `gcloud auth configure-docker australia-southeast1-docker.pkg.dev` 163 | 164 | In order to push the `docker-image` to Artifact registry, first create app in the region of choice. 165 | 166 | Check the artifacts locations 167 | 168 | `gcloud artifacts locations list` 169 | 170 | 171 | 172 | Once ready, let us push the image to location 173 | 174 | `docker push australia-southeast1-docker.pkg.dev/langchain-chat/clapp/langchain-chainlit-chat-app:latest` 175 | 176 | 6. Deploy using Cloud Run 177 | 178 | Once image is pushed to Google Cloud Artifacts Registry. Let us deploy the image. 179 | 180 | ``` 181 | gcloud run deploy langchain-chat-app --image=australia-southeast1-docker.pkg.dev/langchain-chat/clapp/langchain-chainlit-chat-app:latest \ 182 | --region=australia-southeast1 \ 183 | --service-account=langchain-app-cr@langchain-chat.iam.gserviceaccount.com \ 184 | --port=8000 185 | ``` 186 | 187 | 7. Test the App Yourself 188 | 189 | You can try the app using below link 190 | 191 | https://langchain-chat-app-ex6cbrefpq-ts.a.run.app/ 192 | 193 | 194 | ## Report Feedbacks 195 | 196 | As `langchain-chainlit-docker-deployment-template` is a template project with minimal example. Report issues if you face any. 197 | 198 | ## DISCLAIMER 199 | 200 | This is a template App, when using with openai_api key, you will be charged a nominal fee depending 201 | on number of prompts etc. -------------------------------------------------------------------------------- /app.yaml: -------------------------------------------------------------------------------- 1 | # Copyright 2021 Google LLC 2 | # 3 | # Licensed under the Apache License, Version 2.0 (the "License"); 4 | # you may not use this file except in compliance with the License. 5 | # You may obtain a copy of the License at 6 | # 7 | # http://www.apache.org/licenses/LICENSE-2.0 8 | # 9 | # Unless required by applicable law or agreed to in writing, software 10 | # distributed under the License is distributed on an "AS IS" BASIS, 11 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 | # See the License for the specific language governing permissions and 13 | # limitations under the License. 14 | 15 | #--------------------------------------------------------------- 16 | #runtime: python 17 | #env: flex 18 | #entrypoint: streamlit run -b pandasai_app/main.py 19 | # 20 | #runtime_config: 21 | # operating_system: ubuntu22 22 | #--------------------------------------------------------------- 23 | 24 | # With Dockerfile 25 | runtime: custom 26 | env: flex 27 | 28 | # This sample incurs costs to run on the App Engine flexible environment. 29 | # The settings below are to reduce costs during testing and are not appropriate 30 | # for production use. For more information, see: 31 | # https://cloud.google.com/appengine/docs/flexible/python/configuring-your-app-with-app-yaml 32 | 33 | #network: 34 | # forwarded_ports: 35 | # - 8501/tcp 36 | 37 | manual_scaling: 38 | instances: 1 39 | 40 | resources: 41 | cpu: 1 42 | memory_gb: 0.5 43 | disk_size_gb: 10 -------------------------------------------------------------------------------- /chainlit.md: -------------------------------------------------------------------------------- 1 | # Welcome to Langchain Chainlit: App! 🚀🤖 2 | 3 | Hi there, Developer! 👋 We're excited to have you on board. This template project is a powerful tool designed to help you prototype, debug and share applications built on top of LLMs with Docker Deployment. 4 | 5 | ## Useful Links 🔗 6 | 7 | - **Chain Link Documentation:** Get started with our comprehensive [Chainlit Documentation](https://docs.chainlit.io) 📚 8 | - **LangChain Documentation:** Get started with LangChain Documentation [Langchain Documentation](https://python.langchain.com/en/latest/index.html) 📚 9 | 10 | ## FAQ 11 | ### How to use App Template? 12 | This is a basic template to set up Langchain Demo App with Docker 13 | 14 | ### What Libraries are being use? 15 | Basic Setup is using langchain, Chainlit and openai. 16 | 17 | ### How to test the APP? 18 | Provide the OpenAI API keys and run the App 19 | 20 | ### Disclaimer? 21 | This is a template App, when using with openai_api key, you will be charged a nominal fee depending 22 | on number of prompts etc. 23 | 24 | We can't wait to see what you create with Chainlit! Happy coding! 💻😊 -------------------------------------------------------------------------------- /cloudbuild.yaml: -------------------------------------------------------------------------------- 1 | steps: 2 | - name: 'gcr.io/cloud-builders/docker' 3 | id: Build Image 4 | entrypoint: bash 5 | args: 6 | - -c 7 | - | 8 | DOCKER_BUILDKIT=1 docker build --target=runtime . -t australia-southeast1-docker.pkg.dev/langchain-chat/app/langchain-chat-app:latest \ 9 | && docker push australia-southeast1-docker.pkg.dev/langchain-chat/app/langchain-chat-app:latest 10 | 11 | - name: 'gcr.io/google.com/cloudsdktool/cloud-sdk' 12 | entrypoint: gcloud 13 | id: Deploy API 14 | args: ['run', 'deploy', 'langchain-chat', 15 | '--image=australia-southeast1-docker.pkg.dev/langchain-chat/app/langchain-chat-app:latest', 16 | '--region=australia-southeast1', '--service-account=langchain-app-cr@langchain-chat.iam.gserviceaccount.com', 17 | '--allow-unauthenticated', 18 | '--set-env-vars=STREAMLIT_SERVER_PORT=8080'] 19 | waitFor: [ 'Build Image' ] 20 | 21 | images: 22 | - australia-southeast1-docker.pkg.dev/langchain-chat/app/langchain-chat-app:latest -------------------------------------------------------------------------------- /demo_app/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amjadraza/langchain-chainlit-docker-deployment-template/3bbc11cdb816c13c45c91cf5b57a4dd4ec30653a/demo_app/__init__.py -------------------------------------------------------------------------------- /demo_app/main.py: -------------------------------------------------------------------------------- 1 | """Python file to serve as the frontend""" 2 | import sys 3 | import os 4 | sys.path.append(os.path.abspath('.')) 5 | 6 | from langchain import PromptTemplate, OpenAI, LLMChain 7 | import chainlit as cl 8 | 9 | from chainlit import user_session 10 | 11 | user_env = user_session.get("env") 12 | 13 | # os.environ["OPENAI_API_KEY"] = "" 14 | 15 | template = """Question: {question} 16 | 17 | Answer: Let's think step by step.""" 18 | 19 | @cl.langchain_factory(use_async=True) 20 | def factory(): 21 | user_env = cl.user_session.get("env") 22 | os.environ["OPENAI_API_KEY"] = user_env.get("OPENAI_API_KEY") 23 | prompt = PromptTemplate(template=template, input_variables=["question"]) 24 | llm_chain = LLMChain(prompt=prompt, llm=OpenAI(temperature=0), verbose=True) 25 | 26 | return llm_chain 27 | -------------------------------------------------------------------------------- /docker-compose.yml: -------------------------------------------------------------------------------- 1 | version: '3' 2 | services: 3 | langchain-chainlit-chat-app: 4 | image: langchain-chainlit-chat-app:latest 5 | build: . 6 | ports: 7 | - "8000:8000" 8 | working_dir: /home/appuser/app/ 9 | command: ["chainlit", "run", "/home/appuser/app/demo_app/main.py"] 10 | 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-------------------------------------------------------------------------------- 1 | [virtualenvs] 2 | in-project = true 3 | path = "." 4 | -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [tool.poetry] 2 | name = "langchain-chainlit-docker-template" 3 | version = "0.1.0" 4 | description = "A template langchain Chainlit App with Docker Deployments" 5 | authors = ["Amjad Raza"] 6 | license = "MIT" 7 | readme = "README.md" 8 | packages = [{include = "langchain_chainlit_docker_deployment_template"}] 9 | 10 | 11 | [tool.poetry.dependencies] 12 | python = "^3.10" 13 | langchain = "0.0.199" 14 | openai = "0.27.8" 15 | chainlit = "0.3.0" 16 | 17 | 18 | [build-system] 19 | requires = ["poetry-core"] 20 | build-backend = "poetry.core.masonry.api" 21 | -------------------------------------------------------------------------------- /requirements.txt: 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