From fe82d9ed4dc1f2ddd58ac8750d05d841a4789fc1 Mon Sep 17 00:00:00 2001 From: Eric Schneider <37347760+eric-schneider@users.noreply.github.com> Date: Mon, 21 Oct 2024 10:16:18 -0700 Subject: [PATCH] docs: Update global variable documentation (#4188) * Update global variable docs * Remove old step * Change example --- docs/docs/Settings/418277339.png | Bin 175678 -> 0 bytes .../Settings/settings-global-variables.md | 236 +++++++++++------- 2 files changed, 141 insertions(+), 95 deletions(-) delete mode 100644 docs/docs/Settings/418277339.png diff --git a/docs/docs/Settings/418277339.png b/docs/docs/Settings/418277339.png deleted file mode 100644 index 9909932f9f796d0095fa2b5525fd302ab23f701a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 175678 zcmeFZ_dnZh`#-L#LshBWT3z<4U0bWI8nI`LsJ#`nh0>xZT51!kHbKRn9jKX-5L;^` zh#e6td~#j)=e|Gp`>OXp@O^xL$Rn@Bne%lX=kYw&^E_Unb+lBeuiU&sMn*=h_Uy49 z85sqV^cuf>k@O8JCS!;6cFtQ*^${6#h;4=R;jx{GnmqtO#!tGwOm;5HiHzc}A*9z$ 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type variables, and shows nothing for **Credential** type variables. +::: -Text fields are where you write text without opening a Text area, and are identified with the 🌐 icon. + +## Edit a global variable -For example, to create an environment variable for the **OpenAI** component: +1. In the Langflow UI, click your profile icon, and then select **Settings**. -1. In the **OpenAI API Key** text field, click the 🌐 button, then **Add New Variable**. -2. Enter `openai_api_key` in the **Variable Name** field. -3. Paste your OpenAI API Key (`sk-...`) in the **Value** field. -4. Select **Credential** for the **Type**. -5. Choose **OpenAI API Key** in the **Apply to Fields** field to apply this variable to all fields named **OpenAI API Key**. -6. Click **Save Variable**. +2. Click **Global Variables**. -You now have a `openai_api_key` global environment variable for your Langflow project. -Subsequently, clicking the 🌐 button in a Text field will display the new variable in the dropdown. +3. Click on the global variable you want to edit. +4. In the **Update Variable** dialog, you can edit the following fields: **Variable Name**, **Value**, and **Apply To Fields**. -:::tip +5. Click **Update Variable** -You can also create global variables in Settings > Global Variables. +## Delete a global variable +:::warning +Deleting a global variable permanently deletes any references to it from your existing projects. ::: +1. In the Langflow UI, click your profile icon, and then select **Settings**. + +2. Click **Global Variables**. + +3. Click the checkbox next to the global variable that you want to delete. + +4. Click the Trash icon. + +The global variable, and any existing references to it, are deleted. + +## Add global variables from the environment {#76844a93dbbc4d1ba551ea1a4a89ccdd} + +You can use the `LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT` environment variable to source global variables from your runtime environment. + + + + + +If you installed Langflow locally, you must define the `LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT` environment variable in a `.env` file. + +1. Create a `.env` file and open it in your preferred editor. + +2. Add the `LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT` environment variable as follows: + + ```plaintext title=".env" + LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT=VARIABLE1,VARIABLE2 + ``` + + Replace `VARIABLE1,VARIABLE2` with a comma-separated list (no spaces) of variables that you want Langflow to source from the environment. + For example, `my_key,some_string`. + +3. Save and close the file. + +4. Start Langflow with the `.env` file: + ```bash + VARIABLE1="VALUE1" VARIABLE2="VALUE2" python -m langflow run --env-file .env + ``` + :::note + In this example, the environment variables (`VARIABLE1="VALUE1"` and `VARIABLE2="VALUE2"`) are prefixed to the startup command. + This is a rudimentary method for exposing environment variables to Python on the command line, and is meant for illustrative purposes. + Make sure to expose your environment variables to Langflow in a manner that best suits your own environment. + ::: -![](./418277339.png) +5. Confirm that Langflow successfully sourced the global variables from the environment. + 1. In the Langflow UI, click your profile icon, and then select **Settings**. -To view and manage your project's global environment variables, visit **Settings** > **Global Variables**. + 2. Click **Global Variables**. + The environment variables appear in the list of **Global Variables**. -### Configure Environment Variables in your .env file {#76844a93dbbc4d1ba551ea1a4a89ccdd} + + -Setting `LANGFLOW_STORE_ENVIRONMENT_VARIABLES` to `true` in your `.env` file (default) adds all variables in `LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT` to your user's Global Variables. +If you're using Docker, you can pass `LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT` directly from the command line or from a `.env` file. +To pass `LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT` directly from the command line: -These variables are accessible like any other Global Variable. +```bash +docker run -it --rm \ + -p 7860:7860 \ + -e LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT="VARIABLE1,VARIABLE2" \ + -e VARIABLE1="VALUE1" \ + -e VARIABLE2="VALUE2" \ + langflowai/langflow:latest +``` +To pass `LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT` from a `.env` file: + +```bash +docker run -it --rm \ + -p 7860:7860 \ + --env-file .env \ + -e VARIABLE1="VALUE1" \ + -e VARIABLE2="VALUE2" \ + langflowai/langflow:latest +``` + + + + :::info +When adding global variables from the environment, the following limitations apply: -To prevent this behavior, set `LANGFLOW_STORE_ENVIRONMENT_VARIABLES` to `false` in your `.env` file. +- You can only source the **Name** and **Value** from the environment. + To add additional parameters, such as the **Apply To Fields** parameter, you must edit the global variables in the Langflow UI. +- Global variables that you add from the the environment always have the **Credential** type. ::: +:::tip +If you want to explicitly prevent Langflow from sourcing global variables from the environment, set `LANGFLOW_STORE_ENVIRONMENT_VARIABLES` to `false` in your `.env` file: +```plaintext title=".env" +LANGFLOW_STORE_ENVIRONMENT_VARIABLES=false +``` +::: -You can specify variables to get from the environment by listing them in `LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT`, as a comma-separated list (e.g., _`VARIABLE1, VARIABLE2`_). + +## Precautions +Even though Langflow stores global variables in its internal database, and encrypts the values using a secret key, you should consider taking extra precautions to ensure the database and secret key are protected. -The default list of variables includes the ones below and more: +### Use a custom secret key -- ANTHROPIC_API_KEY -- ASTRA_DB_API_ENDPOINT -- ASTRA_DB_APPLICATION_TOKEN -- AZURE_OPENAI_API_KEY -- AZURE_OPENAI_API_DEPLOYMENT_NAME -- AZURE_OPENAI_API_EMBEDDINGS_DEPLOYMENT_NAME -- AZURE_OPENAI_API_INSTANCE_NAME -- AZURE_OPENAI_API_VERSION -- COHERE_API_KEY -- GOOGLE_API_KEY -- GROQ_API_KEY -- HUGGINGFACEHUB_API_TOKEN -- OPENAI_API_KEY -- PINECONE_API_KEY -- SEARCHAPI_API_KEY -- SERPAPI_API_KEY -- UPSTASH_VECTOR_REST_URL -- UPSTASH_VECTOR_REST_TOKEN -- VECTARA_CUSTOMER_ID -- VECTARA_CORPUS_ID -- VECTARA_API_KEY +By default, Langflow generates a random secret key. +However, you should provide your own secret key, as it's more secure to use a key that is already known to you. - +Use the `LANGFLOW_SECRET_KEY` environment variable to provide a custom value for the secret key when you start Langflow. +### Protect the secret key -### Precautions +Make sure to store the secret key in a secure location. -Global variables are stored in the database, and their values are protected by encryption using a secret -key. To preserve access to your global variables and avoid losing them, you should take a few precautions: +By default, Langflow stores the secret key in its configuration directory. +The location of the configuration directory depends on your operating system: -1. Keep your secret key safe: Even if your database is secure, it won’t be of much use if you can't decrypt -the values. Ideally, you can set your own secret key using the `LANGFLOW_SECRET_KEY` environment variable. If -you don't provide a custom value for the secret key, one will be generated randomly and saved in the Langflow -installation directory. +- macOS: `~/Library/Caches/langflow/secret_key` +- Linux: `~/.cache/langflow/secret_key` +- Windows: `%USERPROFILE%\AppData\Local\langflow\secret_key` -2. We use SQLite as the default database, and Langflow saves the database file in the installation directory. -To ensure the security of your data, it’s a good practice to regularly back up this file. If needed, you can -also change the database location by setting the `LANGFLOW_SAVE_DB_IN_CONFIG_DIR` environment variable to true -and configuring `LANGFLOW_CONFIG_DIR` to point to a directory of your choice. Alternatively, you can opt to use -an external database such as PostgreSQL, in which case these configurations are no longer necessary. +To change the location of the the configuration directory, and thus the location of the secret key, set the `LANGFLOW_CONFIG_DIR` environment variable to your preferred storage directory. -For your convenience, if you’re running Langflow directly on your system or in a virtual environment -via a pip installation, you can set these values by providing Langflow with a .env file containing these -environment variables, using the following command: +### Protect the database -```bash -langflow run --env-file .env -``` +Make sure to store Langflow's internal database file in a secure location, and take regular backups to prevent accidental data loss. -If you’re running Langflow in a Docker container, you can set these values by providing Langflow with: +By default, Langflow stores the database file in its installation directory. +The location of the file depends on your operating system and installation method: -```bash -docker run \ - --privileged \ - --user 1000:0 \ - -p 7860:7860 \ - -e LANGFLOW_SECRET_KEY= \ - -e LANGFLOW_SAVE_DB_IN_CONFIG_DIR=true \ - -e LANGFLOW_CONFIG_DIR=/app/container_path \ - -v $(PWD)/your_path:/app/container_path \ - langflowai/langflow:latest -``` +- macOS: `PYTHON_LOCATION/site-packages/langflow/langflow.db` +- Linux: `PYTHON_LOCATION/site-packages/langflow/langflow.db` +- Windows: `PYTHON_LOCATION\Lib\site-packages\langflow\langflow.db` -or +To change the location of the database file, follow these steps: -```bash -docker run \ - --privileged \ - --user 1000:0 \ - -p 7860:7860 \ - --env-file .env \ - -v $(PWD)/your_path:/app/container_path \ - langflowai/langflow:latest -``` +1. Set the `LANGFLOW_SAVE_DB_IN_CONFIG_DIR` environment variable to `true`. +2. Set the `LANGFLOW_CONFIG_DIR` environment variable to your preferred storage directory. + + + \ No newline at end of file