Added better CLI docs in README and bumps langchain-serve (#611)

2023-07-05 15:10:39 -03:00 · 2023-07-05 15:10:39 -03:00 · 0b61a682cd
commit 0b61a682cd
parent 5e28d01615 08bc992d63
11 changed files with 350 additions and 207 deletions
--- a/.env.example
+++ b/.env.example
@ -0,0 +1,47 @@
+# Description: Example of .env file
+# Usage: Copy this file to .env and change the values
+#        according to your needs
+#        Do not commit .env file to git
+#        Do not change .env.example file
+
+# Database URL
+# Postgres example: LANGFLOW_DATABASE_URL=postgresql://postgres:postgres@localhost:5432/langflow
+# SQLite example:
+LANGFLOW_DATABASE_URL=sqlite:///./langflow.db
+
+# Cache type
+LANGFLOW_LANGCHAIN_CACHE=SQLiteCache
+
+# Server host
+# Example: LANGFLOW_HOST=127.0.0.1
+LANGFLOW_HOST=
+
+# Worker processes
+# Example: LANGFLOW_WORKERS=1
+LANGFLOW_WORKERS=
+
+# Server port
+# Example: LANGFLOW_PORT=7860
+LANGFLOW_PORT=
+
+# Logging level
+# Example: LANGFLOW_LOG_LEVEL=critical
+LANGFLOW_LOG_LEVEL=
+
+# Path to the log file
+# Example: LANGFLOW_LOG_FILE=logs/langflow.log
+LANGFLOW_LOG_FILE=
+
+# Path to the frontend directory containing build files
+# Example: LANGFLOW_FRONTEND_PATH=/path/to/frontend/build/files
+LANGFLOW_FRONTEND_PATH=
+
+# Whether to open the browser after starting the server
+# Values: true, false
+# Example: LANGFLOW_OPEN_BROWSER=true
+LANGFLOW_OPEN_BROWSER=
+
+# Whether to remove API keys from the projects saved in the database
+# Values: true, false
+# Example: LANGFLOW_REMOVE_API_KEYS=false
+LANGFLOW_REMOVE_API_KEYS=
--- a/README.md
+++ b/README.md
@ -26,7 +26,22 @@
 <p>
 </p>

-## 📦 Installation
+# Table of Contents
+- [📦 Installation](#-installation)
+    - [Locally](#locally)
+- [🖥️ Command Line Interface (CLI)](#️-command-line-interface-cli)
+    - [Usage](#usage)
+    - [Environment Variables](#environment-variables)
+- [Deployment](#deployment)
+    - [Deploy Langflow on Google Cloud Platform](#deploy-langflow-on-google-cloud-platform)
+    - [Deploy Langflow on Jina AI Cloud](#deploy-langflow-on-jina-ai-cloud)
+      - [API Usage](#api-usage)
+- [🎨 Creating Flows](#-creating-flows)
+- [👋 Contributing](#-contributing)
+- [📄 License](#-license)
+
+
+# 📦 Installation
 ### <b>Locally</b>
 You can install LangFlow from pip:

@ -41,9 +56,51 @@ python -m langflow
 ```
 or
 ```shell
-langflow
+langflow # or langflow --help
 ```

+
+# 🖥️ Command Line Interface (CLI)
+
+Langflow provides a command-line interface (CLI) for easy management and configuration.
+
+### Usage
+
+You can run the Langflow using the following command:
+
+```shell
+langflow [OPTIONS]
+```
+
+Each option is detailed below:
+
+- `--help`: Displays all available options.
+- `--host`: Defines the host to bind the server to. Can be set using the `LANGFLOW_HOST` environment variable. The default is `127.0.0.1`.
+- `--workers`: Sets the number of worker processes. Can be set using the `LANGFLOW_WORKERS` environment variable. The default is `1`.
+- `--timeout`: Sets the worker timeout in seconds. The default is `60`.
+- `--port`: Sets the port to listen on. Can be set using the `LANGFLOW_PORT` environment variable. The default is `7860`.
+- `--config`: Defines the path to the configuration file. The default is `config.yaml`.
+- `--env-file`: Specifies the path to the .env file containing environment variables. The default is `.env`.
+- `--log-level`: Defines the logging level. Can be set using the `LANGFLOW_LOG_LEVEL` environment variable. The default is `critical`.
+- `--log-file`: Specifies the path to the log file. Can be set using the `LANGFLOW_LOG_FILE` environment variable. The default is `logs/langflow.log`.
+- `--cache`: Selects the type of cache to use. Options are `InMemoryCache` and `SQLiteCache`. Can be set using the `LANGFLOW_LANGCHAIN_CACHE` environment variable. The default is `SQLiteCache`.
+- `--jcloud/--no-jcloud`: Toggles the option to deploy on Jina AI Cloud. The default is `no-jcloud`.
+- `--dev/--no-dev`: Toggles the development mode. The default is `no-dev`.
+- `--database-url`: Sets the database URL to connect to. If not provided, a local SQLite database will be used. Can be set using the `LANGFLOW_DATABASE_URL` environment variable.
+- `--path`: Specifies the path to the frontend directory containing build files. This option is for development purposes only. Can be set using the `LANGFLOW_FRONTEND_PATH` environment variable.
+- `--open-browser/--no-open-browser`: Toggles the option to open the browser after starting the server. Can be set using the `LANGFLOW_OPEN_BROWSER` environment variable. The default is `open-browser`.
+- `--remove-api-keys/--no-remove-api-keys`: Toggles the option to remove API keys from the projects saved in the database. Can be set using the `LANGFLOW_REMOVE_API_KEYS` environment variable. The default is `no-remove-api-keys`.
+- `--install-completion [bash|zsh|fish|powershell|pwsh]`: Installs completion for the specified shell.
+- `--show-completion [bash|zsh|fish|powershell|pwsh]`: Shows completion for the specified shell, allowing you to copy it or customize the installation.
+
+### Environment Variables
+
+You can configure many of the CLI options using environment variables. These can be exported in your operating system or added to a `.env` file and loaded using the `--env-file` option.
+
+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.
--- a/poetry.lock
+++ b/poetry.lock
@ -170,14 +170,14 @@ typing-extensions = ">=4.1.1"

 [[package]]
 name = "anyio"
-version = "3.7.0"
+version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "anyio-3.7.0-py3-none-any.whl", hash = "sha256:eddca883c4175f14df8aedce21054bfca3adb70ffe76a9f607aef9d7fa2ea7f0"},
-    {file = "anyio-3.7.0.tar.gz", hash = "sha256:275d9973793619a5374e1c89a4f4ad3f4b0a5510a2b5b939444bee8f4c4d37ce"},
+    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
+    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
 ]

 [package.dependencies]
@ -186,7 +186,7 @@ idna = ">=2.8"
 sniffio = ">=1.1"

 [package.extras]
-doc = ["Sphinx (>=6.1.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme", "sphinxcontrib-jquery"]
+doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
 test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (<0.22)"]

@ -955,14 +955,14 @@ test-randomorder = ["pytest-randomly"]

 [[package]]
 name = "ctransformers"
-version = "0.2.10"
+version = "0.2.11"
 description = "Python bindings for the Transformer models implemented in C/C++ using GGML library."
 category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "ctransformers-0.2.10-py3-none-any.whl", hash = "sha256:912a80859bd252e2a389b4716d44b0663657148a85fbfbe6c5503a7ee69fd235"},
-    {file = "ctransformers-0.2.10.tar.gz", hash = "sha256:d82a299690f1494fe93db136f71b1b9b2cd4ada535e2afa07aaee1d180117a2d"},
+    {file = "ctransformers-0.2.11-py3-none-any.whl", hash = "sha256:06aa3b2a42112fb688b0d9a54b9958501af7db8557bda067ffbc43645590c522"},
+    {file = "ctransformers-0.2.11.tar.gz", hash = "sha256:993a3ba05d37822d0111393ab214856b9fe40d28b48af1306ee63e94e716a4e2"},
 ]

 [package.dependencies]
@ -1609,14 +1609,14 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]

 [[package]]
 name = "google-api-python-client"
-version = "2.91.0"
+version = "2.92.0"
 description = "Google API Client Library for Python"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-python-client-2.91.0.tar.gz", hash = "sha256:d9385ad6e7f95eecd40f7c81e3abfe4b6ad3a84f2c16bcdb66fb7b8dd814ed56"},
-    {file = "google_api_python_client-2.91.0-py2.py3-none-any.whl", hash = "sha256:6959d21d4b20c0f65c69662ca7b6a8a02fc08f3e7f72d70b28ae3e6e3a5f9ab2"},
+    {file = "google-api-python-client-2.92.0.tar.gz", hash = "sha256:f38a6e106a7417719715506d36f0a233ec253335e422bda311352866a86c4187"},
+    {file = "google_api_python_client-2.92.0-py2.py3-none-any.whl", hash = "sha256:e0b74ed5fa9bdb07a66fb030d3f4cae550ed1c07e23600d86450d3c3c5efae51"},
 ]

 [package.dependencies]
@ -1761,14 +1761,14 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)"]

 [[package]]
 name = "google-cloud-resource-manager"
-version = "1.10.1"
+version = "1.10.2"
 description = "Google Cloud Resource Manager API client library"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-resource-manager-1.10.1.tar.gz", hash = "sha256:c974fb6f9810476cf7b63ea89394c1a8df47f7f2dc2303e728bb74b500bcde67"},
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+    {file = "google-cloud-resource-manager-1.10.2.tar.gz", hash = "sha256:9a7bdd0347ad553376cc66ad317c5223d1ae04bdcf74edcbfcd12605cff7b510"},
+    {file = "google_cloud_resource_manager-1.10.2-py2.py3-none-any.whl", hash = "sha256:9e074c28326bd1632f1a270c20cfea1ffe98f49cf821033e65bdac55661ffbd5"},
 ]

 [package.dependencies]
@ -2538,14 +2538,14 @@ files = [

 [[package]]
 name = "ipykernel"
-version = "6.23.3"
+version = "6.24.0"
 description = "IPython Kernel for Jupyter"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.23.3-py3-none-any.whl", hash = "sha256:bc00662dc44d4975b668cdb5fefb725e38e9d8d6e28441a519d043f38994922d"},
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 ]

 [package.dependencies]
@ -2808,14 +2808,14 @@ websockets = ["websockets"]

 [[package]]
 name = "jina-hubble-sdk"
-version = "0.38.0"
+version = "0.39.0"
 description = "SDK for Hubble API at Jina AI."
 category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
-    {file = "jina-hubble-sdk-0.38.0.tar.gz", hash = "sha256:1667917ed16d75eddd1e0d3b8e9d78ffd611de59500abeca48b05040c7571c4c"},
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+    {file = "jina-hubble-sdk-0.39.0.tar.gz", hash = "sha256:9021417794a6d3cf3fad8a880cf668a3a986b9d53d5be5fa391aae1767a5b9b0"},
+    {file = "jina_hubble_sdk-0.39.0-py3-none-any.whl", hash = "sha256:b0edd4b62d742c27d726d68f65a041b3c4d9aa6b3b9b203d5b0e729904161e3e"},
 ]

 [package.dependencies]
@ -2973,13 +2973,13 @@ text-helpers = ["chardet (>=5.1.0,<6.0.0)"]

 [[package]]
 name = "langchain-serve"
-version = "0.0.49"
+version = "0.0.52"
 description = "Langchain Serve - serve your langchain apps on Jina AI Cloud."
 category = "main"
 optional = true
 python-versions = "*"
 files = [
-    {file = "langchain-serve-0.0.49.tar.gz", hash = "sha256:5dc30276e709e59838c28508228ad2185e264c8877ea70194fa5d2acd44e966d"},
+    {file = "langchain-serve-0.0.52.tar.gz", hash = "sha256:e69dcf6022423279059ab7ebda025e252aba4d9fd8e3e49776300355dbf85d1c"},
 ]

 [package.dependencies]
@ -2999,14 +2999,14 @@ test = ["psutil", "pytest", "pytest-asyncio"]

 [[package]]
 name = "langchainplus-sdk"
-version = "0.0.19"
+version = "0.0.20"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 category = "main"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
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+    {file = "langchainplus_sdk-0.0.20-py3-none-any.whl", hash = "sha256:07a869d476755803aa04c4986ce78d00c2fe4ff584c0eaa57d7570c9664188db"},
+    {file = "langchainplus_sdk-0.0.20.tar.gz", hash = "sha256:3d300e2e3290f68cc9d842c059f9458deba60e776c9e790309688cad1bfbb219"},
 ]

 [package.dependencies]
@ -3070,96 +3070,100 @@ dev = ["Sphinx (==5.3.0)", "colorama (==0.4.5)", "colorama (==0.4.6)", "freezegu

 [[package]]
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-version = "4.9.2"
+version = "4.9.3"
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 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, != 3.4.*"
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+    {file = "pydantic-1.10.11.tar.gz", hash = "sha256:f66d479cf7eb331372c470614be6511eae96f1f120344c25f3f9bb59fb1b5528"},
 ]

 [package.dependencies]
@ -6599,25 +6603,22 @@ doc = ["reno", "sphinx", "tornado (>=4.5)"]

 [[package]]
 name = "textual"
-version = "0.28.1"
+version = "0.29.0"
 description = "Modern Text User Interface framework"
 category = "main"
 optional = true
 python-versions = ">=3.7,<4.0"
 files = [
-    {file = "textual-0.28.1-py3-none-any.whl", hash = "sha256:cb6f6230fea390178f8e727d2f9e542337a655549ea44331e22336da799a900f"},
-    {file = "textual-0.28.1.tar.gz", hash = "sha256:f63a873d810b5d01f7318d8eb8f706d530550f3a90a6892628d17d47ecefcd41"},
+    {file = "textual-0.29.0-py3-none-any.whl", hash = "sha256:949fd8f16a412404ba785605dda1e2fab8166656e4d29d4177ec63cd73ba83d4"},
+    {file = "textual-0.29.0.tar.gz", hash = "sha256:7eb87b6d007dc9bd08e00e893b860ecb7a11ca815c8866db39fe17ec547e2fcf"},
 ]

 [package.dependencies]
 importlib-metadata = ">=4.11.3"
-markdown-it-py = {version = ">=2.1.0,<3.0.0", extras = ["linkify", "plugins"]}
+markdown-it-py = {version = ">=2.1.0", extras = ["linkify", "plugins"]}
 rich = ">=13.3.3"
 typing-extensions = ">=4.4.0,<5.0.0"

-[package.extras]
-dev = ["aiohttp (>=3.8.1)", "click (>=8.1.2)", "msgpack (>=1.0.3)"]
-
 [[package]]
 name = "threadpoolctl"
 version = "3.1.0"
@ -7046,14 +7047,14 @@ files = [

 [[package]]
 name = "types-pillow"
-version = "9.5.0.5"
+version = "9.5.0.6"
 description = "Typing stubs for Pillow"
 category = "dev"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-Pillow-9.5.0.5.tar.gz", hash = "sha256:de9877aa1e6226b6479459ca84df02fd7e999b970c79cfee3b8298840336e77c"},
-    {file = "types_Pillow-9.5.0.5-py3-none-any.whl", hash = "sha256:2b17f95c5c16e4962e4032bdb95494766a85569fa278ee21e5fcbbd318e9ccd2"},
+    {file = "types-Pillow-9.5.0.6.tar.gz", hash = "sha256:6a0cad40686e5c35fe7ada70f52bd3970395d31ece33486609e5420e820a9e4e"},
+    {file = "types_Pillow-9.5.0.6-py3-none-any.whl", hash = "sha256:1d238abaa9d529b04941d805b7f4d3f7df30702bb14521ec507617f117406fb4"},
 ]

 [[package]]
@ -7831,4 +7832,4 @@ deploy = ["langchain-serve"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.11"
-content-hash = "814dc6b89b345e3ea08c7b7dc1fb29e3f8484070e3ad67030eb67566b33f12b0"
+content-hash = "e25e43fde8f96f57beab702ac4c51cb3e569b81f85c540a7b4b5fb7b6388d04e"
--- a/pyproject.toml
+++ b/pyproject.toml
@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.2.11"
+version = "0.2.12"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [
@ -48,7 +48,7 @@ psycopg2-binary = "^2.9.6"
 pyarrow = "^12.0.0"
 tiktoken = "~0.4.0"
 wikipedia = "^1.4.0"
-langchain-serve = { version = ">0.0.47", optional = true }
+langchain-serve = { version = ">0.0.51", optional = true }
 qdrant-client = "^1.3.0"
 websockets = "^10.3"
 weaviate-client = "^3.21.0"
--- a/src/backend/langflow/init.py
+++ b/src/backend/langflow/init.py
@ -1,6 +1,6 @@
 from importlib import metadata
-from langflow.cache import cache_manager
-from langflow.processing.process import load_flow_from_json
+from langflow.cache import cache_manager  # noqa: E402
+from langflow.processing.process import load_flow_from_json  # noqa: E402

 try:
    __version__ = metadata.version(__package__)
@ -9,4 +9,5 @@ except metadata.PackageNotFoundError:
    __version__ = ""
 del metadata  # optional, avoids polluting the results of dir(__package__)

+
 __all__ = ["load_flow_from_json", "cache_manager"]
--- a/src/backend/langflow/main.py
+++ b/src/backend/langflow/main.py
@ -1,3 +1,4 @@
+import os
 import sys
 import time
 import httpx
@ -33,6 +34,10 @@ def update_settings(
    remove_api_keys: bool = False,
 ):
    """Update the settings from a config file."""
+
+    # Check for database_url in the environment variables
+    database_url = database_url or os.getenv("langflow_database_url")
+
    if config:
        settings.update_from_yaml(config, dev=dev)
    if database_url:
@ -91,19 +96,27 @@ def serve_on_jcloud():

@app.command()
 def serve(
-    host: str = typer.Option("127.0.0.1", help="Host to bind the server to."),
-    workers: int = typer.Option(1, help="Number of worker processes."),
+    host: str = typer.Option(
+        "127.0.0.1", help="Host to bind the server to.", envvar="LANGFLOW_HOST"
+    ),
+    workers: int = typer.Option(
+        1, help="Number of worker processes.", envvar="LANGFLOW_WORKERS"
+    ),
    timeout: int = typer.Option(60, help="Worker timeout in seconds."),
-    port: int = typer.Option(7860, help="Port to listen on."),
+    port: int = typer.Option(7860, help="Port to listen on.", envvar="LANGFLOW_PORT"),
    config: str = typer.Option("config.yaml", help="Path to the configuration file."),
    # .env file param
    env_file: Path = typer.Option(
        ".env", help="Path to the .env file containing environment variables."
    ),
-    log_level: str = typer.Option("critical", help="Logging level."),
-    log_file: Path = typer.Option("logs/langflow.log", help="Path to the log file."),
-    cache: str = typer.Argument(
-        envvar="LANGCHAIN_CACHE",
+    log_level: str = typer.Option(
+        "critical", help="Logging level.", envvar="LANGFLOW_LOG_LEVEL"
+    ),
+    log_file: Path = typer.Option(
+        "logs/langflow.log", help="Path to the log file.", envvar="LANGFLOW_LOG_FILE"
+    ),
+    cache: str = typer.Option(
+        envvar="LANGFLOW_LANGCHAIN_CACHE",
        help="Type of cache to use. (InMemoryCache, SQLiteCache)",
        default="SQLiteCache",
    ),
@ -112,27 +125,34 @@ def serve(
    database_url: str = typer.Option(
        None,
        help="Database URL to connect to. If not provided, a local SQLite database will be used.",
+        envvar="LANGFLOW_DATABASE_URL",
    ),
    path: str = typer.Option(
        None,
        help="Path to the frontend directory containing build files. This is for development purposes only.",
+        envvar="LANGFLOW_FRONTEND_PATH",
    ),
    open_browser: bool = typer.Option(
-        True, help="Open the browser after starting the server."
+        True,
+        help="Open the browser after starting the server.",
+        envvar="LANGFLOW_OPEN_BROWSER",
    ),
    remove_api_keys: bool = typer.Option(
-        False, help="Remove API keys from the projects saved in the database."
+        False,
+        help="Remove API keys from the projects saved in the database.",
+        envvar="LANGFLOW_REMOVE_API_KEYS",
    ),
 ):
    """
    Run the Langflow server.
    """
+    # override env variables with .env file
+    if env_file:
+        load_dotenv(env_file, override=True)

    if jcloud:
        return serve_on_jcloud()

-    load_dotenv(env_file)
-
    configure(log_level=log_level, log_file=log_file)
    update_settings(
        config,
--- a/src/backend/langflow/database/base.py
+++ b/src/backend/langflow/database/base.py
@ -2,17 +2,34 @@ from langflow.settings import settings
 from sqlmodel import SQLModel, Session, create_engine
 from langflow.utils.logger import logger

-if settings.database_url.startswith("sqlite"):
+if settings.database_url and settings.database_url.startswith("sqlite"):
    connect_args = {"check_same_thread": False}
 else:
    connect_args = {}
+if not settings.database_url:
+    raise RuntimeError("No database_url provided")
 engine = create_engine(settings.database_url, connect_args=connect_args)


 def create_db_and_tables():
    logger.debug("Creating database and tables")
-    SQLModel.metadata.create_all(engine)
-    logger.debug("Database and tables created")
+    try:
+        SQLModel.metadata.create_all(engine)
+    except Exception as exc:
+        logger.error(f"Error creating database and tables: {exc}")
+        raise RuntimeError("Error creating database and tables") from exc
+    # Now check if the table Flow exists, if not, something went wrong
+    # and we need to create the tables again.
+    from sqlalchemy import inspect
+
+    inspector = inspect(engine)
+    if "flow" not in inspector.get_table_names():
+        logger.error("Something went wrong creating the database and tables.")
+        logger.error("Please check your database settings.")
+
+        raise RuntimeError("Something went wrong creating the database and tables.")
+    else:
+        logger.debug("Database and tables created successfully")


 def get_session():
--- a/src/backend/langflow/interface/utils.py
+++ b/src/backend/langflow/interface/utils.py
@ -66,17 +66,24 @@ def extract_input_variables_from_prompt(prompt: str) -> list[str]:
 def setup_llm_caching():
    """Setup LLM caching."""

+    from langflow.settings import settings
+
    try:
-        import langchain
-        from langflow.settings import settings
-        from langflow.interface.importing.utils import import_class
-
-        cache_class = import_class(f"langchain.cache.{settings.cache}")
-
-        logger.debug(f"Setting up LLM caching with {cache_class.__name__}")
-        langchain.llm_cache = cache_class()
-        logger.info(f"LLM caching setup with {cache_class.__name__}")
+        set_langchain_cache(settings)
    except ImportError:
        logger.warning(f"Could not import {settings.cache}. ")
    except Exception as exc:
        logger.warning(f"Could not setup LLM caching. Error: {exc}")
+
+
+# TODO Rename this here and in `setup_llm_caching`
+def set_langchain_cache(settings):
+    import langchain
+    from langflow.interface.importing.utils import import_class
+
+    cache_type = os.getenv("LANGFLOW_LANGCHAIN_CACHE")
+    cache_class = import_class(f"langchain.cache.{cache_type or settings.cache}")
+
+    logger.debug(f"Setting up LLM caching with {cache_class.__name__}")
+    langchain.llm_cache = cache_class()
+    logger.info(f"LLM caching setup with {cache_class.__name__}")
--- a/src/backend/langflow/lcserve.py
+++ b/src/backend/langflow/lcserve.py
@ -1,16 +1,7 @@
 # This file is used by lc-serve to load the mounted app and serve it.

-from pathlib import Path
+from langflow.main import setup_app
+from langflow.utils.logger import configure

-from fastapi.staticfiles import StaticFiles
-
-from langflow.main import create_app
-
-app = create_app()
-path = Path(__file__).parent
-static_files_dir = path / "frontend"
-app.mount(
-    "/",
-    StaticFiles(directory=static_files_dir, html=True),
-    name="static",
-)
+configure(log_level="DEBUG")
+app = setup_app()
--- a/src/backend/langflow/main.py
+++ b/src/backend/langflow/main.py
@ -61,7 +61,7 @@ def setup_static_files(app: FastAPI, static_files_dir: Path):

 # app = create_app()
 # setup_static_files(app, static_files_dir)
-def setup_app(static_files_dir: Optional[Path]) -> FastAPI:
+def setup_app(static_files_dir: Optional[Path] = None) -> FastAPI:
    """Setup the FastAPI app."""
    # get the directory of the current file
    if not static_files_dir:
--- a/src/backend/langflow/settings.py
+++ b/src/backend/langflow/settings.py
@ -1,4 +1,5 @@
 import os
+from typing import Optional

 import yaml
 from pydantic import BaseSettings, root_validator
@ -21,16 +22,18 @@ class Settings(BaseSettings):
    textsplitters: dict = {}
    utilities: dict = {}
    dev: bool = False
-    database_url: str
+    database_url: Optional[str] = None
    cache: str = "InMemoryCache"
    remove_api_keys: bool = False

    @root_validator(pre=True)
    def set_database_url(cls, values):
        if "database_url" not in values:
-            logger.debug("No database_url provided, trying DATABASE_URL env variable")
-            if database_url := os.getenv("DATABASE_URL"):
-                values["database_url"] = database_url
+            logger.debug(
+                "No database_url provided, trying LANGFLOW_DATABASE_URL env variable"
+            )
+            if langflow_database_url := os.getenv("LANGFLOW_DATABASE_URL"):
+                values["database_url"] = langflow_database_url
            else:
                logger.debug("No DATABASE_URL env variable, using sqlite database")
                values["database_url"] = "sqlite:///./langflow.db"
@ -39,7 +42,6 @@ class Settings(BaseSettings):
    class Config:
        validate_assignment = True
        extra = "ignore"
-        env_prefix = "LANGFLOW_"

    @root_validator(allow_reuse=True)
    def validate_lists(cls, values):