+
+
+ 
+
++ A visual framework for building Gen-AI and RAG apps with LangChain +
++ Open-source, Python-powered, fully customizable, LLM and vector store agnostic +
-# ⚡️ Documentation and Community ++ Docs - + Join our Discord - + Follow us on X - + Live demo +
-- [Documentation](https://docs.langflow.org) -- [Discord](https://discord.com/invite/EqksyE2EX9) + -# 📦 Installation +
+ 
+
+
+
# 🖥️ Command Line Interface (CLI)
Langflow provides a command-line interface (CLI) for easy management and configuration.
@@ -87,33 +141,7 @@ You can configure many of the CLI options using environment variables. These can
A sample `.env` file named `.env.example` is included with the project. Copy this file to a new file named `.env` and replace the example values with your actual settings. If you're setting values in both your OS and the `.env` file, the `.env` settings will take precedence.
-# Deployment
-
-## Deploy Langflow on Google Cloud Platform
-
-Follow our step-by-step guide to deploy Langflow on Google Cloud Platform (GCP) using Google Cloud Shell. The guide is available in the [**Langflow in Google Cloud Platform**](GCP_DEPLOYMENT.md) document.
-
-Alternatively, click the **"Open in Cloud Shell"** button below to launch Google Cloud Shell, clone the Langflow repository, and start an **interactive tutorial** that will guide you through the process of setting up the necessary resources and deploying Langflow on your GCP project.
-
-[](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/langflow-ai/langflow&working_dir=scripts/gcp&shellonly=true&tutorial=walkthroughtutorial_spot.md)
-
-## Deploy on Railway
-
-Use this template to deploy Langflow 1.0 Preview on Railway:
-
-[](https://railway.app/template/UsJ1uB?referralCode=MnPSdg)
-
-Or this one to deploy Langflow 0.6.x:
-
-[](https://railway.app/template/JMXEWp?referralCode=MnPSdg)
-
-## Deploy on Render
-
-
-
-
-
-# 👋 Contributing
+# 👋 Contribute
We welcome contributions from developers of all levels to our open-source project on GitHub. If you'd like to contribute, please check our [contributing guidelines](./CONTRIBUTING.md) and help make Langflow more accessible.
diff --git a/docker/.dockerignore b/docker/.dockerignore
index 7cae75457..737244fba 100644
--- a/docker/.dockerignore
+++ b/docker/.dockerignore
@@ -4,4 +4,6 @@ node_modules
**/node_modules/
dist/
**/build/
-src/backend/langflow/frontend
\ No newline at end of file
+src/backend/langflow/frontend
+**/langflow-pre.db
+**/langflow.db
\ No newline at end of file
diff --git a/docker/build_and_push.Dockerfile b/docker/build_and_push.Dockerfile
index f5378743b..3a34db188 100644
--- a/docker/build_and_push.Dockerfile
+++ b/docker/build_and_push.Dockerfile
@@ -72,16 +72,21 @@ COPY Makefile ./
COPY README.md ./
RUN --mount=type=cache,target=/root/.cache \
curl -sSL https://install.python-poetry.org | python3 -
+RUN useradd -m -u 1000 user && \
+ mkdir -p /app/langflow && \
+ chown -R user:user /app && \
+ chmod -R u+w /app/langflow
+
+# Update PATH with home/user/.local/bin
+ENV PATH="/home/user/.local/bin:${PATH}"
RUN python -m pip install requests && cd ./scripts && python update_dependencies.py
RUN $POETRY_HOME/bin/poetry lock
RUN $POETRY_HOME/bin/poetry build
# Copy virtual environment and built .tar.gz from builder base
-RUN useradd -m -u 1000 user
-RUN chown -R user:user /app
USER user
# Install the package from the .tar.gz
-RUN python -m pip install /app/dist/*.tar.gz
+RUN python -m pip install /app/dist/*.tar.gz --user
ENTRYPOINT ["python", "-m", "langflow", "run"]
CMD ["--host", "0.0.0.0", "--port", "7860"]
diff --git a/docker/build_and_push_base.Dockerfile b/docker/build_and_push_base.Dockerfile
index bef6cc3ba..f70a517da 100644
--- a/docker/build_and_push_base.Dockerfile
+++ b/docker/build_and_push_base.Dockerfile
@@ -78,14 +78,20 @@ RUN cd src/frontend && npm run build
COPY src/backend ./src/backend
RUN cp -r src/frontend/build src/backend/base/langflow/frontend
RUN rm -rf src/backend/base/dist
+RUN useradd -m -u 1000 user && \
+ mkdir -p /app/langflow && \
+ chown -R user:user /app && \
+ chmod -R u+w /app/langflow
+
+# Update PATH with home/user/.local/bin
+ENV PATH="/home/user/.local/bin:${PATH}"
RUN cd src/backend/base && $POETRY_HOME/bin/poetry build
# Copy virtual environment and built .tar.gz from builder base
-RUN useradd -m -u 1000 user
-RUN chown -R user:user /app
+
USER user
# Install the package from the .tar.gz
-RUN python -m pip install /app/src/backend/base/dist/*.tar.gz
+RUN python -m pip install /app/src/backend/base/dist/*.tar.gz --user
ENTRYPOINT ["python", "-m", "langflow", "run"]
diff --git a/docker_example/pre.docker-compose.yml b/docker_example/pre.docker-compose.yml
index 229221fff..3df573df5 100644
--- a/docker_example/pre.docker-compose.yml
+++ b/docker_example/pre.docker-compose.yml
@@ -12,7 +12,7 @@ services:
# This variable defines where the logs, file storage, monitor data and secret keys are stored.
- LANGFLOW_CONFIG_DIR=app/langflow
volumes:
- - langflow-data:app/langflow
+ - langflow-data:/app/langflow
postgres:
image: postgres:16
diff --git a/docs/docs/administration/api.mdx b/docs/docs/administration/api.mdx
index bb82674c5..103c43f81 100644
--- a/docs/docs/administration/api.mdx
+++ b/docs/docs/administration/api.mdx
@@ -7,9 +7,12 @@ import Admonition from "@theme/Admonition";
Langflow provides an API key functionality that allows users to access their individual components and flows without traditional login authentication. The API key is a user-specific token that can be included in the request header or query parameter to authenticate API calls. This documentation outlines how to generate, use, and manage API keys in Langflow.