diff --git a/.github/workflows/deploy_gh-pages.yml b/.github/workflows/deploy_gh-pages.yml index aec8a39c8..9aebacda9 100644 --- a/.github/workflows/deploy_gh-pages.yml +++ b/.github/workflows/deploy_gh-pages.yml @@ -27,7 +27,7 @@ jobs: # Popular action to deploy to GitHub Pages: # Docs: https://github.com/peaceiris/actions-gh-pages#%EF%B8%8F-docusaurus - name: Deploy to GitHub Pages - uses: peaceiris/actions-gh-pages@v3 + uses: peaceiris/actions-gh-pages@v4 with: github_token: ${{ secrets.GITHUB_TOKEN }} # Build output to publish to the `gh-pages` branch: diff --git a/.github/workflows/pre-release-base.yml b/.github/workflows/pre-release-base.yml index e0da58777..cbcfe3ad6 100644 --- a/.github/workflows/pre-release-base.yml +++ b/.github/workflows/pre-release-base.yml @@ -74,4 +74,4 @@ jobs: push: true file: ./build_and_push_base.Dockerfile tags: | - logspace/langflow:base-${{ needs.release.outputs.version }} + langflowai/langflow:base-${{ needs.release.outputs.version }} diff --git a/.github/workflows/pre-release-langflow.yml b/.github/workflows/pre-release-langflow.yml index 8ffa5f7a2..5dcd69617 100644 --- a/.github/workflows/pre-release-langflow.yml +++ b/.github/workflows/pre-release-langflow.yml @@ -53,7 +53,7 @@ jobs: run: | make publish main=true - name: Upload Artifact - uses: actions/upload-artifact@v2 + uses: actions/upload-artifact@v4 with: name: dist path: dist @@ -80,15 +80,15 @@ jobs: push: true file: ./build_and_push.Dockerfile tags: | - logspace/langflow:${{ needs.release.outputs.version }} - logspace/langflow:1.0-alpha + langflowai/langflow:${{ needs.release.outputs.version }} + langflowai/langflow:1.0-alpha create_release: name: Create Release runs-on: ubuntu-latest needs: [docker_build, release] steps: - - uses: actions/download-artifact@v2 + - uses: actions/download-artifact@v4 with: name: dist path: dist diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 5d522c230..c19a491c3 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -52,8 +52,8 @@ jobs: push: true file: ./build_and_push.Dockerfile tags: | - logspace/langflow:${{ steps.check-version.outputs.version }} - logspace/langflow:latest + langflowai/langflow:${{ steps.check-version.outputs.version }} + langflowai/langflow:latest - name: Create Release uses: ncipollo/release-action@v1 with: diff --git a/.github/workflows/typescript_test.yml b/.github/workflows/typescript_test.yml index 0cb3213d8..71ea535da 100644 --- a/.github/workflows/typescript_test.yml +++ b/.github/workflows/typescript_test.yml @@ -26,7 +26,7 @@ jobs: uses: actions/checkout@v4 - name: Setup Node.js - uses: actions/setup-node@v3 + uses: actions/setup-node@v4 id: setup-node with: node-version: ${{ env.NODE_VERSION }} @@ -99,7 +99,7 @@ jobs: uses: actions/checkout@v4 - name: Setup Node.js - uses: actions/setup-node@v3 + uses: actions/setup-node@v4 with: node-version: ${{ env.NODE_VERSION }} diff --git a/deploy/docker-compose.yml b/deploy/docker-compose.yml index c47871bf6..b1a5f4f06 100644 --- a/deploy/docker-compose.yml +++ b/deploy/docker-compose.yml @@ -69,7 +69,7 @@ services: - traefik.http.routers.${STACK_NAME?Variable not set}-proxy-http.middlewares=${STACK_NAME?Variable not set}-www-redirect,${STACK_NAME?Variable not set}-https-redirect backend: &backend - image: "logspace/langflow:latest" + image: "langflowai/langflow:latest" depends_on: - db - broker diff --git a/docker-compose.yml b/docker-compose.yml index cd7a3b338..987d198aa 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -13,7 +13,7 @@ services: - "7860:7860" volumes: - ./:/app - command: bash -c "uvicorn --factory langflow.main:create_app --host 0.0.0.0 --port 7860 --reload --loop asyncio", + command: bash -c "uvicorn --factory langflow.main:create_app --host 0.0.0.0 --port 7860 --reload --loop asyncio" networks: - langflow frontend: diff --git a/docker_example/Dockerfile b/docker_example/Dockerfile index 24b2b5dcc..e7f0b422a 100644 --- a/docker_example/Dockerfile +++ b/docker_example/Dockerfile @@ -1,3 +1,3 @@ -FROM logspace/langflow:latest +FROM langflowai/langflow:latest CMD ["python", "-m", "langflow", "run", "--host", "0.0.0.0", "--port", "7860"] diff --git a/docker_example/README.md b/docker_example/README.md index 9eadce1f3..c5d2adb26 100644 --- a/docker_example/README.md +++ b/docker_example/README.md @@ -35,7 +35,7 @@ The Docker Compose configuration spins up two services: `langflow` and `postgres ### LangFlow Service -The `langflow` service uses the `logspace/langflow:latest` Docker image and exposes port 7860. It depends on the `postgres` service. +The `langflow` service uses the `langflowai/langflow:latest` Docker image and exposes port 7860. It depends on the `postgres` service. Environment variables: @@ -62,4 +62,4 @@ Volumes: ## Switching to a Specific LangFlow Version -If you want to use a specific version of LangFlow, you can modify the `image` field under the `langflow` service in the Docker Compose file. For example, to use version 1.0-alpha, change `logspace/langflow:latest` to `logspace/langflow:1.0-alpha`. +If you want to use a specific version of LangFlow, you can modify the `image` field under the `langflow` service in the Docker Compose file. For example, to use version 1.0-alpha, change `langflowai/langflow:latest` to `langflowai/langflow:1.0-alpha`. diff --git a/docker_example/docker-compose.yml b/docker_example/docker-compose.yml index 9a9c435de..a8fddac71 100644 --- a/docker_example/docker-compose.yml +++ b/docker_example/docker-compose.yml @@ -2,7 +2,7 @@ version: "3.8" services: langflow: - image: logspace/langflow:latest + image: langflowai/langflow:latest ports: - "7860:7860" depends_on: diff --git a/docker_example/pre.Dockerfile b/docker_example/pre.Dockerfile index 40fd4ce6d..a72b72595 100644 --- a/docker_example/pre.Dockerfile +++ b/docker_example/pre.Dockerfile @@ -1,3 +1,3 @@ -FROM logspace/langflow:1.0-alpha +FROM langflowai/langflow:1.0-alpha CMD ["python", "-m", "langflow", "run", "--host", "0.0.0.0", "--port", "7860"] diff --git a/docker_example/pre.docker-compose.yml b/docker_example/pre.docker-compose.yml index 577f7bb3a..b2fa00903 100644 --- a/docker_example/pre.docker-compose.yml +++ b/docker_example/pre.docker-compose.yml @@ -2,7 +2,7 @@ version: "3.8" services: langflow: - image: logspace/langflow:1.0-alpha + image: langflowai/langflow:1.0-alpha ports: - "7860:7860" depends_on: diff --git a/docs/docs/guidelines/api.mdx b/docs/docs/administration/api.mdx similarity index 100% rename from docs/docs/guidelines/api.mdx rename to docs/docs/administration/api.mdx diff --git a/docs/docs/guidelines/chat-interface.mdx b/docs/docs/administration/chat-interface.mdx similarity index 100% rename from docs/docs/guidelines/chat-interface.mdx rename to docs/docs/administration/chat-interface.mdx diff --git a/docs/docs/guidelines/chat-widget.mdx b/docs/docs/administration/chat-widget.mdx similarity index 100% rename from docs/docs/guidelines/chat-widget.mdx rename to docs/docs/administration/chat-widget.mdx diff --git a/docs/docs/getting-started/cli.mdx b/docs/docs/administration/cli.mdx similarity index 100% rename from docs/docs/getting-started/cli.mdx rename to docs/docs/administration/cli.mdx diff --git a/docs/docs/guidelines/collection.mdx b/docs/docs/administration/collection.mdx similarity index 100% rename from docs/docs/guidelines/collection.mdx rename to docs/docs/administration/collection.mdx diff --git a/docs/docs/guidelines/components.mdx b/docs/docs/administration/components.mdx similarity index 100% rename from docs/docs/guidelines/components.mdx rename to docs/docs/administration/components.mdx diff --git a/docs/docs/guidelines/custom-component.mdx b/docs/docs/administration/custom-component.mdx similarity index 100% rename from docs/docs/guidelines/custom-component.mdx rename to docs/docs/administration/custom-component.mdx diff --git a/docs/docs/guidelines/features.mdx b/docs/docs/administration/features.mdx similarity index 100% rename from docs/docs/guidelines/features.mdx rename to docs/docs/administration/features.mdx diff --git a/docs/docs/guides/langfuse_integration.mdx b/docs/docs/administration/langfuse_integration.mdx similarity index 100% rename from docs/docs/guides/langfuse_integration.mdx rename to docs/docs/administration/langfuse_integration.mdx diff --git a/docs/docs/guidelines/login.mdx b/docs/docs/administration/login.mdx similarity index 100% rename from docs/docs/guidelines/login.mdx rename to docs/docs/administration/login.mdx diff --git a/docs/docs/guidelines/prompt-customization.mdx b/docs/docs/administration/prompt-customization.mdx similarity index 100% rename from docs/docs/guidelines/prompt-customization.mdx rename to docs/docs/administration/prompt-customization.mdx diff --git a/docs/docs/components/custom.mdx b/docs/docs/components/custom.mdx index bdf631314..babc4cd42 100644 --- a/docs/docs/components/custom.mdx +++ b/docs/docs/components/custom.mdx @@ -12,7 +12,7 @@ To use a custom component, follow these steps: -For an in-depth explanation of custom components, their rules, and applications, make sure to read [Custom Component guidelines](../guidelines/custom-component). +For an in-depth explanation of custom components, their rules, and applications, make sure to read [Custom Component guidelines](../administration/custom-component). @@ -57,7 +57,7 @@ The CustomComponent class serves as the foundation for creating custom component Unlike Langchain types, base Python types do not add a - [handle](../guidelines/components) to the field by default. To add handles, + [handle](../administration/components) to the field by default. To add handles, use the _`input_types`_ key in the _`build_config`_ method. diff --git a/docs/docs/components/prompts.mdx b/docs/docs/components/prompts.mdx index 0b1ad705c..fdbc475e4 100644 --- a/docs/docs/components/prompts.mdx +++ b/docs/docs/components/prompts.mdx @@ -21,7 +21,7 @@ The `PromptTemplate` component allows users to create prompts and define variabl Once a variable is defined in the prompt template, it becomes a component input of its own. Check out [Prompt - Customization](../guidelines/prompt-customization) to learn more. + Customization](../administration/prompt-customization) to learn more. - **template:** Template used to format an individual request. diff --git a/docs/docs/examples/flow-runner.mdx b/docs/docs/examples/flow-runner.mdx index 8a07adb0a..fda7a8d39 100644 --- a/docs/docs/examples/flow-runner.mdx +++ b/docs/docs/examples/flow-runner.mdx @@ -159,7 +159,7 @@ Now, let's add the [parameters](focus://11[20:55]) and the [return type](focus:/ - _`flow_name`_ is the name of the flow we want to run. - _`document`_ is the input document to be passed to that flow. - - Since _`Document`_ is a Langchain type, it will add an input [handle](../guidelines/components) to the component ([see more](../components/custom)). + - Since _`Document`_ is a Langchain type, it will add an input [handle](../administration/components) to the component ([see more](../components/custom)). --- @@ -242,7 +242,7 @@ class FlowRunner(CustomComponent): ``` -You can load this flow using _`get_flow`_ and set a _`tweaks`_ dictionary to customize it. Find more about tweaks in our [features guidelines](../guidelines/features#code). +You can load this flow using _`get_flow`_ and set a _`tweaks`_ dictionary to customize it. Find more about tweaks in our [features guidelines](../administration/features#code). --- diff --git a/docs/docs/getting-started/basic-prompting.mdx b/docs/docs/getting-started/basic-prompting.mdx deleted file mode 100644 index e69de29bb..000000000 diff --git a/docs/docs/getting-started/blog-writer.mdx b/docs/docs/getting-started/blog-writer.mdx deleted file mode 100644 index e69de29bb..000000000 diff --git a/docs/docs/getting-started/document-qa.mdx b/docs/docs/getting-started/document-qa.mdx deleted file mode 100644 index e69de29bb..000000000 diff --git a/docs/docs/getting-started/huggingface-spaces.mdx b/docs/docs/getting-started/huggingface-spaces.mdx new file mode 100644 index 000000000..0bbbb48de --- /dev/null +++ b/docs/docs/getting-started/huggingface-spaces.mdx @@ -0,0 +1,27 @@ +import ThemedImage from "@theme/ThemedImage"; +import useBaseUrl from "@docusaurus/useBaseUrl"; +import ZoomableImage from "/src/theme/ZoomableImage.js"; +import Admonition from "@theme/Admonition"; + +# 🤗 HuggingFace Spaces + +Hugging Face provides a great alternative for running Langflow in their Spaces environment. This means you can run Langflow without any local installation required. + +The first step is to go to the [Langflow Space](https://huggingface.co/spaces/Langflow/Langflow?duplicate=true) or [Langflow 1.0 Preview Space](https://huggingface.co/spaces/Langflow/Langflow-Preview?duplicate=true) + +Remember to use a Chromium-based browser for the best experience. You'll be presented with the following screen: + + + +From here, just name your Space, define the visibility (Public or Private), and click on `Duplicate Space` to start the installation process. When that is done, you'll be redirected to the Space's main page to start using Langflow right away! + +Once you get Langflow running, click on New Project in the top right corner of the screen. Langflow provides a range of example flows to help you get started. + +To quickly try one of them, open a starter example, set up your API keys and click ⚡ Run, on the bottom right corner of the canvas. This will open up Langflow's Interaction Panel with the chat console, text inputs, and outputs. diff --git a/docs/docs/getting-started/install-langflow.mdx b/docs/docs/getting-started/install-langflow.mdx new file mode 100644 index 000000000..4571e2f98 --- /dev/null +++ b/docs/docs/getting-started/install-langflow.mdx @@ -0,0 +1,77 @@ +import ThemedImage from "@theme/ThemedImage"; +import useBaseUrl from "@docusaurus/useBaseUrl"; +import ZoomableImage from "/src/theme/ZoomableImage.js"; +import Admonition from "@theme/Admonition"; + +# 📦 Install Langflow + + + Langflow v1.0 is also available in a [HuggingFace Preview Space](https://huggingface.co/spaces/Langflow/Langflow-Preview?duplicate=true) if you'd rather try it out before installing locally. + + +## Prerequisites + +Langflow requires the following programs installed on your system. + +* [Python 3.10](https://www.python.org/downloads/release/python-3100/) + +* [pip](https://pypi.org/project/pip/) or [pipx](https://pipx.pypa.io/stable/installation/) + +## Install Langflow + +To install Langflow: + +pip: +```bash +python -m pip install langflow -U +``` + +pipx: +```bash +pipx install langflow --python python3.10 --fetch-missing-python +``` +Pipx can fetch the missing Python version for you with `--fetch-missing-python`, but you can also install the Python version manually. + + +## Install Langflow pre-release + +Use `--force-reinstall` to ensure you have the latest version of Langflow and its dependencies. + +To install a pre-release version of Langflow: + +pip: +```bash +python -m pip install langflow --pre --force-reinstall +``` + +pipx: +```bash +pipx install langflow --python python3.10 --fetch-missing-python --pip-args="--pre --force-reinstall" +``` + +## Having a problem? + +If you encounter a problem, see [Possible Installation Issues](/migration/possible-installation-issues). + +To get help in the Langflow CLI: + +```bash +python -m langflow --help +``` + +## ⛓️ Run Langflow + +1. To run Langflow, enter the following command. +```bash +python -m langflow run +``` + +2. Confirm that a local Langflow instance starts by visiting `http://127.0.0.1:7860` in your browser. +```bash +│ Welcome to ⛓ Langflow │ +│ │ +│ Access http://127.0.0.1:7860 │ +│ Collaborate, and contribute at our GitHub Repo 🚀 │ +``` + +3. Continue on to the [Quickstart](./quickstart.mdx). \ No newline at end of file diff --git a/docs/docs/getting-started/memory-chatbot.mdx b/docs/docs/getting-started/memory-chatbot.mdx deleted file mode 100644 index e69de29bb..000000000 diff --git a/docs/docs/getting-started/new-to-llms.mdx b/docs/docs/getting-started/new-to-llms.mdx new file mode 100644 index 000000000..3a38a37f4 --- /dev/null +++ b/docs/docs/getting-started/new-to-llms.mdx @@ -0,0 +1,10 @@ +# 📚 New to LLMs? + +Large Language Models, or LLMs, are part of an exciting new world in computing. + +We made Langflow for anyone to create with LLMs, and hope you'll feel comfortable installing Langflow and [getting started](./quickstart.mdx). + +If you want to learn more about LLMs, prompt engineering, and AI models, Langflow recommends [promptingguide.ai](https://promptingguide.ai), an open-source repository of prompt engineering content maintained by AI experts. +PromptingGuide offers content for [beginners](https://www.promptingguide.ai/introduction/basics) and [experts](https://www.promptingguide.ai/techniques/cot), as well as the latest [research papers](https://www.promptingguide.ai/papers) and [test results](https://www.promptingguide.ai/research) fueling AI's progress. + +Wherever you are on your AI journey, it's helpful to keep Prompting Guide open in a tab. \ No newline at end of file diff --git a/docs/docs/getting-started/quickstart.mdx b/docs/docs/getting-started/quickstart.mdx new file mode 100644 index 000000000..33de2e0d7 --- /dev/null +++ b/docs/docs/getting-started/quickstart.mdx @@ -0,0 +1,119 @@ +import ThemedImage from "@theme/ThemedImage"; +import useBaseUrl from "@docusaurus/useBaseUrl"; +import ZoomableImage from "/src/theme/ZoomableImage.js"; +import ReactPlayer from "react-player"; +import Admonition from "@theme/Admonition"; + +# ⚡️ Quickstart + +This quickstart demonstrates how to install Langflow, run it locally, build a basic prompt flow, and modify that prompt for different outcomes. + +## Prerequisites + +* [Python 3.10](https://www.python.org/downloads/release/python-3100/) + +* [pip](https://pypi.org/project/pip/) or [pipx](https://pipx.pypa.io/stable/installation/) + +* [OpenAI API key](https://platform.openai.com) + +## Install Langflow + + + Langflow v1.0 is also available in a [HuggingFace Preview Space](https://huggingface.co/spaces/Langflow/Langflow-Preview?duplicate=true) if you'd rather try it out before installing locally. This quickstart will run there, too. + + +1. To install Langflow, enter the following command in pip or pipx: + +pip: +```bash +python -m pip install langflow -U +``` + +pipx: +```bash +pipx install langflow --python python3.10 --fetch-missing-python +``` +Pipx can fetch the missing Python version for you with `--fetch-missing-python`, but you can also install the Python version manually. + +2. Start a local Langflow instance with the Langflow CLI: +```bash +langflow run +``` + +Or start Langflow with Python: +```bash +python -m langflow run +``` + +Result: +``` +│ Welcome to ⛓ Langflow │ +│ │ +│ Access http://127.0.0.1:7860 │ +│ Collaborate, and contribute at our GitHub Repo 🚀 │ +``` + +3. Go to `http://127.0.0.1:7860` and confirm the Langflow UI is available. + + + If you encounter a problem, see [Possible Installation Issues](/migration/possible-installation-issues). + + +## Create the basic prompting project + +Now that you have Langflow installed and running, let us formally welcome you to Langflow!👋 + +You will use Langflow's prompt tools to issue prompts to the OpenAI LLM. + +Prompts serve as the inputs to a large language model (LLM), acting as the interface between human instructions and computational tasks. + +By submitting natural language requests in a prompt to an LLM, you can obtain answers, generate text, and solve problems. + +1. From the Langflow dashboard, click **New Project**. +2. Select **Basic Prompting**. +3. The **Basic Prompting** flow is created. + + + +This flow allows you to chat with the **OpenAI** component via a **Prompt** component. +Examine the **Prompt** component. The **Template** field instructs the LLM to `Answer the user as if you were a pirate.` +This should be interesting... + +4. To create an environment variable for the **OpenAI** component, in the **OpenAI API Key** field, click the **Globe** button, and then click **Add New Variable**. + 1. In the **Variable Name** field, enter `openai_api_key`. + 2. In the **Value** field, paste your OpenAI API Key (`sk-...`). + 3. Click **Save Variable**. + +## Run the basic prompting flow + +1. Click the **Run** button. +The **Interaction Panel** opens, where you can converse with your bot. +2. Type a message and press Enter. +The bot responds in a markedly piratical manner! + +## Modify the prompt for a different result + +1. To modify your prompt results, in the **Prompt** template, click the **Template** field. +The **Edit Prompt** window opens. +2. Change `Answer the user as if you were a pirate` to a different character, perhaps `Answer the user as if you were Harold Abelson.` +3. Run the basic prompting flow again. +The response will be markedly different. + +## Next steps + +Well done! You've built your first prompt in Langflow. 🎉 + +By adding Langflow components to this prompt, you can build all sorts of interesting flows. + +* [Memory chatbot](/starter-projects/memory-chatbot.mdx) +* [Blog writer](/starter-projects/blog-writer.mdx) +* [Document QA](/starter-projects/document-qa.mdx) + + diff --git a/docs/docs/guides/basic-prompting.mdx b/docs/docs/guides/basic-prompting.mdx deleted file mode 100644 index e69de29bb..000000000 diff --git a/docs/docs/guides/blog-writer.mdx b/docs/docs/guides/blog-writer.mdx deleted file mode 100644 index e69de29bb..000000000 diff --git a/docs/docs/guides/document-qa.mdx b/docs/docs/guides/document-qa.mdx deleted file mode 100644 index e69de29bb..000000000 diff --git a/docs/docs/guides/memory-chatbot.mdx b/docs/docs/guides/memory-chatbot.mdx deleted file mode 100644 index e69de29bb..000000000 diff --git a/docs/docs/index.mdx b/docs/docs/index.mdx index d8820ea5c..538592005 100644 --- a/docs/docs/index.mdx +++ b/docs/docs/index.mdx @@ -5,7 +5,9 @@ import Admonition from "@theme/Admonition"; # 👋 Welcome to Langflow -Langflow is an easy way to build from simple to complex AI applications. It is a low-code platform that allows you to integrate AI into everything you do. +Langflow is a low-code platform that allows you to integrate AI into everything you do. + +Use Langflow's simple but powerful UI to build any AI application you can dream up, from simple to complex. {" "} @@ -20,96 +22,17 @@ Langflow is an easy way to build from simple to complex AI applications. It is a ## 🚀 First steps -## Installation +- [Install Langflow](/getting-started/install-langflow) - Install and start a local Langflow server. -Make sure you have **Python 3.10** installed on your system. +- [Quickstart](/getting-started/quickstart) - Install Langflow, create a flow, and run it. -You can install **Langflow** with [pipx](https://pipx.pypa.io/stable/installation/) or with pip. +- [HuggingFace Spaces](/getting-started/huggingface-spaces) - Duplicate the Langflow preview space and try it out before you install. -Pipx can fetch the missing Python version for you, but you can also install it manually. +- [New to LLMs?](/getting-started/new-to-llms) - Learn more about LLMs, prompting, and more at [promptingguide.ai](https://promptingguide.ai). -```bash -# Remember to check if you have Python 3.10 installed -python -m pip install langflow -U -# or -pipx install langflow --python python3.10 --fetch-missing-python -``` +## Learn more about Langflow 1.0 -Or you can install a pre-release version using: +Learn more about the exciting changes in Langflow 1.0, and how to migrate your existing Langflow projects. -```bash -python -m pip install langflow --pre --force-reinstall -# or -pipx install langflow --python python3.10 --fetch-missing-python --pip-args="--pre --force-reinstall" -``` - - -

- Please, check out our [Possible Installation Issues - section](/migration/possible-installation-issues) if you encounter any - problems. -

- - -We recommend using --force-reinstall to ensure you have the latest version of Langflow and its dependencies. - -### ⛓️ Running Langflow - -Langflow can be run in a variety of ways, including using the command-line interface (CLI) or HuggingFace Spaces. - -```bash -python -m langflow run # or langflow --help -``` - -#### 🤗 HuggingFace Spaces - -Hugging Face provides a great alternative for running Langflow in their Spaces environment. This means you can run Langflow without any local installation required. - -The first step is to go to the [Langflow Space](https://huggingface.co/spaces/Langflow/Langflow?duplicate=true) or [Langflow 1.0 Preview Space](https://huggingface.co/spaces/Langflow/Langflow-Preview?duplicate=true) - -Remember to use a Chromium-based browser for the best experience. You'll be presented with the following screen: - - - -From here, just name your Space, define the visibility (Public or Private), and click on `Duplicate Space` to start the installation process. When that is done, you'll be redirected to the Space's main page to start using Langflow right away! - -Once you get Langflow running, click on New Project in the top right corner of the screen. Langflow provides a range of example flows to help you get started. - -To quickly try one of them, open a starter example, set up your API keys and click ⚡ Run, on the bottom right corner of the canvas. This will open up Langflow's Playground with the chat console, text inputs, and outputs. - -### 🖥️ 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: - -```bash -langflow run [OPTIONS] -``` - -Find more information about the available options by running: - -```bash -python -m langflow --help -``` - -## Find out more about 1.0 - - -

- We are currently working on updating the documentation for Langflow 1.0. -

- - -To get you learning more about what's new and why you should be excited about Langflow 1.0, -go to [A new chapter for Langflow](/whats-new/a-new-chapter-langflow) and also come back often -to check out our [migration guides](/whats-new/migrating-to-one-point-zero) as we release them. +- [A new chapter for Langflow](/whats-new/a-new-chapter-langflow) +- [Migration guides](/migration/migrating-to-one-point-zero) diff --git a/docs/docs/whats-new/migrating-to-one-point-zero.mdx b/docs/docs/migration/migrating-to-one-point-zero.mdx similarity index 100% rename from docs/docs/whats-new/migrating-to-one-point-zero.mdx rename to docs/docs/migration/migrating-to-one-point-zero.mdx diff --git a/docs/docs/migration/possible-installation-issues.mdx b/docs/docs/migration/possible-installation-issues.mdx index 522ca76ce..e44ea7772 100644 --- a/docs/docs/migration/possible-installation-issues.mdx +++ b/docs/docs/migration/possible-installation-issues.mdx @@ -25,3 +25,16 @@ For this error to occur, two scenarios are possible: In this case, you might not be running the correct executable. To solve this issue, you can run the correct executable by running _`python -m langflow run`_ instead of _`langflow run`_ and if that doesn't work, you can try uninstalling langflow and reinstalling it using _`python -m pip install langflow --pre -U`_. 2. Some version conflicts might have occurred during the installation process. Run _`python -m pip install langflow --pre -U --force-reinstall`_ to reinstall langflow and its dependencies. + +## _`Something went wrong running migrations. Please, run 'langflow migration --fix'`_ + +TLDR; + +- Clear the cache by deleting the contents of the cache folder. +This folder can be found at: + - **Linux or WSL2 on Windows**: `home//.cache/langflow/` + - **MacOS**: `/Users//Library/Caches/langflow/` + +If you wish to retain your files, ensure to back them up before clearing the folder. + +This error often occurs when upgrading Langflow, the new version can't override `langflow-pre.db` in `.cache/langflow/`. Clearing the cache removes this file but will also erase your settings. \ No newline at end of file diff --git a/docs/docs/starter-projects/basic-prompting.mdx b/docs/docs/starter-projects/basic-prompting.mdx new file mode 100644 index 000000000..08ec0259e --- /dev/null +++ b/docs/docs/starter-projects/basic-prompting.mdx @@ -0,0 +1,83 @@ +import ThemedImage from "@theme/ThemedImage"; +import useBaseUrl from "@docusaurus/useBaseUrl"; +import ZoomableImage from "/src/theme/ZoomableImage.js"; +import ReactPlayer from "react-player"; + +# Basic prompting + +Prompts serve as the inputs to a large language model (LLM), acting as the interface between human instructions and computational tasks. + +By submitting natural language requests in a prompt to an LLM, you can obtain answers, generate text, and solve problems. + +This article demonstrates how to use Langflow's prompt tools to issue basic prompts to an LLM, and how various prompting strategies can affect your outcomes. + +## Prerequisites + +1. Install Langflow. +```bash +python -m pip install langflow --pre +``` + +2. Start a local Langflow instance with the Langflow CLI: +```bash +langflow run +``` +Or start Langflow with Python: +```bash +python -m langflow run +``` + +Result: +``` +│ Welcome to ⛓ Langflow │ +│ │ +│ Access http://127.0.0.1:7860 │ +│ Collaborate, and contribute at our GitHub Repo 🚀 │ +``` + +Alternatively, go to [HuggingFace Spaces](https://docs.langflow.org/getting-started/hugging-face-spaces) or [Lightning.ai Studio](https://lightning.ai/ogabrielluiz-8j6t8/studios/langflow) for a pre-built Langflow test environment. + +3. Create an [OpenAI API key](https://platform.openai.com). + +## Create the basic prompting project + +1. From the Langflow dashboard, click **New Project**. +2. Select **Basic Prompting**. +3. The **Basic Prompting** flow is created. + + + +This flow allows you to chat with the **OpenAI** component via a **Prompt** component. +Examine the **Prompt** component. The **Template** field instructs the LLM to `Answer the user as if you were a pirate.` +This should be interesting... + +4. To create an environment variable for the **OpenAI** component, in the **OpenAI API Key** field, click the **Globe** button, and then click **Add New Variable**. + 1. In the **Variable Name** field, enter `openai_api_key`. + 2. In the **Value** field, paste your OpenAI API Key (`sk-...`). + 3. Click **Save Variable**. + +## Run the basic prompting flow + +1. Click the **Run** button. +The **Interaction Panel** opens, where you can converse with your bot. +2. Type a message and press Enter. +The bot responds in a markedly piratical manner! + +## Modify the prompt for a different result + +1. To modify your prompt results, in the **Prompt** template, click the **Template** field. +The **Edit Prompt** window opens. +2. Change `Answer the user as if you were a pirate` to a different character, perhaps `Answer the user as if you were Harold Abelson.` +3. Run the basic prompting flow again. +The response will be markedly different. + + + + diff --git a/docs/docs/starter-projects/blog-writer.mdx b/docs/docs/starter-projects/blog-writer.mdx new file mode 100644 index 000000000..7b336e7ba --- /dev/null +++ b/docs/docs/starter-projects/blog-writer.mdx @@ -0,0 +1,92 @@ +import ThemedImage from "@theme/ThemedImage"; +import useBaseUrl from "@docusaurus/useBaseUrl"; +import ZoomableImage from "/src/theme/ZoomableImage.js"; +import ReactPlayer from "react-player"; +import Admonition from "@theme/Admonition"; + +# Blog writer + +Build a blog writer with OpenAI that uses URLs for reference content. + +## Prerequisites + +1. Install Langflow. +```bash +python -m pip install langflow --pre +``` + +2. Start a local Langflow instance with the Langflow CLI: +```bash +langflow run +``` +Or start Langflow with Python: +```bash +python -m langflow run +``` + +Result: +```bash +│ Welcome to ⛓ Langflow │ +│ │ +│ Access http://127.0.0.1:7860 │ +│ Collaborate, and contribute at our GitHub Repo 🚀 │ +``` + +Alternatively, go to [HuggingFace Spaces](https://docs.langflow.org/getting-started/hugging-face-spaces) or [Lightning.ai Studio](https://lightning.ai/ogabrielluiz-8j6t8/studios/langflow) for a pre-built Langflow test environment. + +3. Create an [OpenAI API key](https://platform.openai.com). + +## Create the Blog Writer project + +1. From the Langflow dashboard, click **New Project**. +2. Select **Blog Writer**. +3. The **Blog Writer** flow is created. + + + +This flow creates a one-shot prompt flow with **Prompt**, **OpenAI**, and **Chat Output** components, and augments the flow with reference content and instructions from the **URL** and **Instructions** components. + +The **Prompt** component's default **Template** field looks like this: +```bash +Reference 1: + +{reference_1} + +--- + +Reference 2: + +{reference_2} + +--- + +{instructions} + +Blog: + +``` + +The `{instructions}` value is received from the **Value** field of the **Instructions** component. +The `reference_1` and `reference_2` values are received from the **URL** fields of the **URL** components. + +4. To create an environment variable for the **OpenAI** component, in the **OpenAI API Key** field, click the **Globe** button, and then click **Add New Variable**. + 1. In the **Variable Name** field, enter `openai_api_key`. + 2. In the **Value** field, paste your OpenAI API Key (`sk-...`). + 3. Click **Save Variable**. + +## Run the Blog Writer flow + +1. Click the **Run** button. +The **Interaction Panel** opens, where you can run your one-shot flow. +2. Click the **Lighting Bolt** icon to run your flow. +3. The **OpenAI** component constructs a blog post with the **URL** items as context. +The default **URL** values are for web pages at `promptingguide.ai`, so your blog post will be about prompting LLMs. + +To write about something different, change the values in the **URL** components, and see what the LLM constructs. \ No newline at end of file diff --git a/docs/docs/starter-projects/document-qa.mdx b/docs/docs/starter-projects/document-qa.mdx new file mode 100644 index 000000000..105753b99 --- /dev/null +++ b/docs/docs/starter-projects/document-qa.mdx @@ -0,0 +1,82 @@ +import ThemedImage from "@theme/ThemedImage"; +import useBaseUrl from "@docusaurus/useBaseUrl"; +import ZoomableImage from "/src/theme/ZoomableImage.js"; +import ReactPlayer from "react-player"; +import Admonition from "@theme/Admonition"; + +# Document QA + +Build a question-and-answer chatbot with a document loaded from local memory. + +## Prerequisites + +1. Install Langflow. +```bash +python -m pip install langflow --pre +``` + +2. Start a local Langflow instance with the Langflow CLI: +```bash +langflow run +``` +Or start Langflow with Python: +```bash +python -m langflow run +``` + +Result: +``` +│ Welcome to ⛓ Langflow │ +│ │ +│ Access http://127.0.0.1:7860 │ +│ Collaborate, and contribute at our GitHub Repo 🚀 │ +``` + +Alternatively, go to [HuggingFace Spaces](https://docs.langflow.org/getting-started/hugging-face-spaces) or [Lightning.ai Studio](https://lightning.ai/ogabrielluiz-8j6t8/studios/langflow) for a pre-built Langflow test environment. + +3. Create an [OpenAI API key](https://platform.openai.com). + +## Create the Document QA project + +1. From the Langflow dashboard, click **New Project**. +2. Select **Document QA**. +3. The **Document QA** flow is created. + + + +This flow creates a basic chatbot with the **Chat Input**, **Prompt**, **OpenAI**, and **Chat Output** components. +This chatbot is augmented with the **Files** component, which loads a file from your local machine into the **Prompt** component as `{Document}`. +The **Prompt** component is instructed to answer questions based on the contents of `{Document}`. +Including a file with the prompt gives the **OpenAI** component context it may not otherwise have access to. + +4. To create an environment variable for the **OpenAI** component, in the **OpenAI API Key** field, click the **Globe** button, and then click **Add New Variable**. + 1. In the **Variable Name** field, enter `openai_api_key`. + 2. In the **Value** field, paste your OpenAI API Key (`sk-...`). + 3. Click **Save Variable**. + +5. To select a document to load, in the **Files** component, click within the **Path** field. + 1. Select a local file, and then click **Open**. + 2. The file name appears in the field. + + The file must be of an extension type listed [here](https://github.com/langflow-ai/langflow/blob/dev/src/backend/base/langflow/base/data/utils.py#L13). + + +## Run the Document QA flow + +1. Click the **Run** button. +The **Interaction Panel** opens, where you can converse with your bot. +2. Type a message and press Enter. +For this example, we loaded an error log `.txt` file and asked, "What went wrong?" +The bot responded: +``` +The issue occurred during the execution of migrations in the application. Specifically, an error was raised by the Alembic library, indicating that new upgrade operations were detected that had not been accounted for in the existing migration scripts. The operation in question involved modifying the nullable property of a column (apikey, created_at) in the database, with details about the existing type (DATETIME()), existing server default, and other properties. +``` + +This result indicates that the bot received the loaded document and understood the context surrounding the vague question. It also correctly identified the issue in the error log, and followed up with appropriate troubleshooting suggestions. Nice! diff --git a/docs/docs/starter-projects/memory-chatbot.mdx b/docs/docs/starter-projects/memory-chatbot.mdx new file mode 100644 index 000000000..227b530ea --- /dev/null +++ b/docs/docs/starter-projects/memory-chatbot.mdx @@ -0,0 +1,99 @@ +import ThemedImage from "@theme/ThemedImage"; +import useBaseUrl from "@docusaurus/useBaseUrl"; +import ZoomableImage from "/src/theme/ZoomableImage.js"; +import ReactPlayer from "react-player"; + +# Memory chatbot + +This flow extends the [basic prompting flow](./basic-prompting.mdx) to include chat memory for unique SessionIDs. + +## Prerequisites + +1. Install Langflow. +```bash +python -m pip install langflow --pre +``` + +2. Start a local Langflow instance with the Langflow CLI: +```bash +langflow run +``` +Or start Langflow with Python: +```bash +python -m langflow run +``` + +Result: +``` +│ Welcome to ⛓ Langflow │ +│ │ +│ Access http://127.0.0.1:7860 │ +│ Collaborate, and contribute at our GitHub Repo 🚀 │ +``` + +Alternatively, go to [HuggingFace Spaces](https://docs.langflow.org/getting-started/hugging-face-spaces) or [Lightning.ai Studio](https://lightning.ai/ogabrielluiz-8j6t8/studios/langflow) for a pre-built Langflow test environment. + +3. Create an [OpenAI API key](https://platform.openai.com). + +## Create the memory chatbot project + +1. From the Langflow dashboard, click **New Project**. +2. Select **Memory Chatbot**. +3. The **Memory Chatbot** flow is created. + + + +This flow creates a basic chatbot with the **Chat Input**, **Prompt**, and **OpenAI** components. +This chatbot is augmented with the **Chat Memory** component, which stores messages submitted via **Chat Input** and prepends them to subsequent prompts to OpenAI via `{context}`. +The **Chat History** component gives the **OpenAI** component a memory of previous questions. + +4. To create an environment variable for the **OpenAI** component, in the **OpenAI API Key** field, click the **Globe** button, and then click **Add New Variable**. + 1. In the **Variable Name** field, enter `openai_api_key`. + 2. In the **Value** field, paste your OpenAI API Key (`sk-...`). + 3. Click **Save Variable**. + +## Run the memory chatbot flow + +1. Click the **Run** button. +The **Interaction Panel** opens, where you can converse with your bot. +2. Type a message and press Enter. +The bot will respond according to the template in the **Prompt** component. +3. Type more questions. In the **Outputs** log, your queries are logged in order. Up to 5 queries are stored by default. Try asking `What is the first subject I asked you about?` to see where the LLM's memory disappears. + +## Modify the Session ID field to have multiple conversations + +`SessionID` is a unique identifier in Langchain for a conversation session between a chatbot and a client. +A `SessionID` is created when a conversation is initiated, and then associated with all subsequent messages during that session. + +In the **Memory Chatbot** flow you created, the **Chat Memory** component references past interactions with **Chat Input** by **Session ID**. +You can demonstrate this by modifying the **Session ID** value to switch between conversation histories. + +1. In the **Session ID** field of the **Chat Memory** and **Chat Input** components, change the **Session ID** value from `MySessionID` to `AnotherSessionID`. +2. Click the **Run** button to run your flow. +In the **Interaction Panel**, you will have a new conversation. (You may need to clear the cache with the **Eraser** button). +3. Type a few questions to your bot. +4. In the **Session ID** field of the **Chat Memory** and **Chat Input** components, change the **Session ID** value back to `MySessionID`. +5. Run your flow. +The **Outputs** log of the **Interaction Panel** displays the history from your initial chat with `MySessionID`. + +## Store Session ID as a Langflow variable + +To store **Session ID** as a Langflow variable, in the **Session ID** field, click the **Globe** button, and then click **Add New Variable**. + +1. In the **Variable Name** field, enter a name like `customer_chat_emea`. +2. In the **Value** field, enter a value like `1B5EBD79-6E9C-4533-B2C8-7E4FF29E983B`. +3. Click **Save Variable**. +4. Apply this variable to **Chat Input**. + diff --git a/docs/docs/guides/chatprompttemplate_guide.mdx b/docs/docs/tutorials/chatprompttemplate_guide.mdx similarity index 100% rename from docs/docs/guides/chatprompttemplate_guide.mdx rename to docs/docs/tutorials/chatprompttemplate_guide.mdx diff --git a/docs/docs/guides/loading_document.mdx b/docs/docs/tutorials/loading_document.mdx similarity index 100% rename from docs/docs/guides/loading_document.mdx rename to docs/docs/tutorials/loading_document.mdx diff --git a/docs/docs/guides/rag-with-astradb.mdx b/docs/docs/tutorials/rag-with-astradb.mdx similarity index 100% rename from docs/docs/guides/rag-with-astradb.mdx rename to docs/docs/tutorials/rag-with-astradb.mdx diff --git a/docs/docs/whats-new/a-new-chapter-langflow.mdx b/docs/docs/whats-new/a-new-chapter-langflow.mdx index bec720384..3ff74ffb2 100644 --- a/docs/docs/whats-new/a-new-chapter-langflow.mdx +++ b/docs/docs/whats-new/a-new-chapter-langflow.mdx @@ -61,11 +61,11 @@ We wanted to create start projects that would help you learn about new features For now, we have: -- **[Basic Prompting (Hello, World)](/guides/basic-prompting)**: A simple flow that shows you how to use the Prompt Component and how to talk like a pirate. -- **[Vector Store RAG](/guides/rag-with-astradb)**: A flow that shows you how to ingest data into a Vector Store and then use it to run a RAG application. -- **[Memory Chatbot](/guides/memory-chatbot)**: This one shows you how to create a simple chatbot that can remember things about the user. -- **[Document QA](/guides/document-qa)**: This flow shows you how to build a simple flow that helps you get answers about a document. -- **[Blog Writer](/guides/blog-writer)**: Shows you how you can expand on the Prompt variables and be creative about what inputs you add to it. +- **[Basic Prompting (Hello, World)](/starter-projects/basic-prompting)**: A simple flow that shows you how to use the Prompt Component and how to talk like a pirate. +- **[Vector Store RAG](/tutorials/rag-with-astradb)**: A flow that shows you how to ingest data into a Vector Store and then use it to run a RAG application. +- **[Memory Chatbot](/starter-projects/memory-chatbot)**: This one shows you how to create a simple chatbot that can remember things about the user. +- **[Document QA](/starter-projects/document-qa)**: This flow shows you how to build a simple flow that helps you get answers about a document. +- **[Blog Writer](/starter-projects/blog-writer)**: Shows you how you can expand on the Prompt variables and be creative about what inputs you add to it. As always, your feedback is invaluable, so please let us know what you think of the new starter projects and what you would like to see in the future. diff --git a/docs/sidebars.js b/docs/sidebars.js index 74c3dc4c8..a8a673610 100644 --- a/docs/sidebars.js +++ b/docs/sidebars.js @@ -2,74 +2,49 @@ module.exports = { docs: [ { type: "category", - label: " Getting Started", + label: "What's New?", + collapsed: false, + items: [ + "whats-new/a-new-chapter-langflow" + ], + }, + { + type: "category", + label: "Getting Started", collapsed: false, items: [ "index", - "getting-started/cli", - // "guides/basic-prompting", - // "guides/document-qa", - // "guides/blog-writer", - // "guides/memory-chatbot", - "guides/rag-with-astradb", + "getting-started/install-langflow", + "getting-started/quickstart", + "getting-started/huggingface-spaces", + "getting-started/new-to-llms" ], }, { type: "category", - label: " What's New", + label: "Starter Projects", collapsed: false, items: [ - "whats-new/a-new-chapter-langflow", - "whats-new/migrating-to-one-point-zero", + "starter-projects/basic-prompting", + "starter-projects/blog-writer", + "starter-projects/document-qa", + "starter-projects/memory-chatbot" ], }, - { type: "category", - label: " Migration Guides", + label: "Administration", collapsed: false, items: [ - "migration/possible-installation-issues", - // "migration/flow-of-data", - "migration/inputs-and-outputs", - // "migration/supported-frameworks", - // "migration/sidebar-and-interaction-panel", - // "migration/new-categories-and-components", - "migration/text-and-record", - // "migration/custom-component", - "migration/compatibility", - // "migration/multiple-flows", - // "migration/component-status-and-data-passing", - // "migration/connecting-output-components", - // "migration/renaming-and-editing-components", - // "migration/passing-tweaks-and-inputs", - "migration/global-variables", - // "migration/experimental-components", - // "migration/state-management", + "administration/login", + "administration/api", + "administration/cli", + "administration/components", + "administration/collection", + "administration/prompt-customization", + "administration/langfuse_integration" ], }, - { - type: "category", - label: "Guidelines", - collapsed: false, - items: [ - "guidelines/login", - "guidelines/api", - "guidelines/components", - // "guidelines/features", - "guidelines/collection", - "guidelines/prompt-customization", - // "guidelines/chat-interface", - // "guidelines/chat-widget", - // "guidelines/custom-component", - ], - }, - { - type: "category", - label: "Extended Components", - collapsed: false, - items: ["guides/langfuse_integration"], - }, { type: "category", label: "Core Components", @@ -82,45 +57,69 @@ module.exports = { "components/helpers", "components/vector-stores", "components/embeddings", + "components/custom" ], }, { type: "category", label: "Extended Components", - collapsed: false, + collapsed: true, items: [ "components/agents", "components/chains", - "components/loaders", "components/experimental", "components/utilities", - "components/memories", "components/model_specs", "components/retrievers", "components/text-splitters", "components/toolkits", - "components/tools", + "components/tools" + ], + }, + { + type: "category", + label: "Example Components", + collapsed: true, + items: [ + "examples/flow-runner", + "examples/conversation-chain", + "examples/buffer-memory", + "examples/csv-loader", + "examples/searchapi-tool", + "examples/serp-api-tool", + "examples/python-function" + ], + }, + { + type: "category", + label: "Migration Guides", + collapsed: false, + items: [ + "migration/possible-installation-issues", + "migration/migrating-to-one-point-zero", + "migration/inputs-and-outputs", + "migration/text-and-record", + "migration/compatibility", + "migration/global-variables" + ] + }, + { + type: "category", + label: "Tutorials", + collapsed: true, + items: [ + "tutorials/chatprompttemplate_guide", + "tutorials/loading_document", + "tutorials/rag-with-astradb" ], }, - // { - // type: "category", - // label: "Examples", - // collapsed: false, - // items: [ - // // "examples/flow-runner", - // // "examples/conversation-chain", - // // "examples/buffer-memory", - // // "examples/csv-loader", - // // "examples/searchapi-tool", - // // "examples/serp-api-tool", - // // "examples/python-function", - // ], - // }, { type: "category", label: "Deployment", - collapsed: false, - items: ["deployment/gcp-deployment"], + collapsed: true, + items: [ + "deployment/gcp-deployment" + ], }, { type: "category", @@ -129,7 +128,7 @@ module.exports = { items: [ "contributing/how-contribute", "contributing/github-issues", - "contributing/community", + "contributing/community" ], }, ], diff --git a/docs/static/img/basic-prompting.png b/docs/static/img/basic-prompting.png new file mode 100644 index 000000000..76d658a2d Binary files /dev/null and b/docs/static/img/basic-prompting.png differ diff --git a/docs/static/img/blog-writer.png b/docs/static/img/blog-writer.png new file mode 100644 index 000000000..d7b0d3780 Binary files /dev/null and b/docs/static/img/blog-writer.png differ diff --git a/docs/static/img/document-qa.png b/docs/static/img/document-qa.png new file mode 100644 index 000000000..b1c36eb61 Binary files /dev/null and b/docs/static/img/document-qa.png differ diff --git a/docs/static/img/memory-chatbot.png b/docs/static/img/memory-chatbot.png new file mode 100644 index 000000000..53d19b49c Binary files /dev/null and b/docs/static/img/memory-chatbot.png differ diff --git a/docs/static/img/quickstart.png b/docs/static/img/quickstart.png new file mode 100644 index 000000000..ff40f436b Binary files /dev/null and b/docs/static/img/quickstart.png differ diff --git a/poetry.lock b/poetry.lock index c1f974e64..e5e53fe39 100644 --- a/poetry.lock +++ b/poetry.lock @@ -167,13 +167,13 @@ files = [ [[package]] name = "anthropic" -version = "0.25.6" +version = "0.25.7" description = "The official Python library for the anthropic API" optional = false python-versions = ">=3.7" files = [ - {file = "anthropic-0.25.6-py3-none-any.whl", hash = "sha256:c4736402953c99b643ac452306ff0d33bdd2368a793d5c61fdcecd3331a0a103"}, - {file = "anthropic-0.25.6.tar.gz", hash = "sha256:4c93ed9bd8fd5774992314b66de7e90fdefb39fbf6fd641d31d7e6046145122b"}, + {file = "anthropic-0.25.7-py3-none-any.whl", hash = "sha256:419a276eb20cfb7ddaac03c7e28e4e12df3ace71bcf33071a68c9a03c0dfcbdd"}, + {file = "anthropic-0.25.7.tar.gz", hash = "sha256:e7de4c8ba8e7e8248ad7f05ed9176634780b95b67c678d23915d8964c8a26f4e"}, ] [package.dependencies] @@ -458,28 +458,28 @@ files = [ [[package]] name = "blinker" -version = "1.7.0" +version = "1.8.1" description = "Fast, simple object-to-object and broadcast signaling" optional = false python-versions = ">=3.8" files = [ - {file = "blinker-1.7.0-py3-none-any.whl", hash = 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"2.0.0rc6" description = "Long-Term Memory for AI Assistants. This is the Python client for the Zep service." optional = false python-versions = "<4,>=3.9.0" files = [ - {file = "zep_python-2.0.0rc5-py3-none-any.whl", hash = "sha256:8b1b5c22c9e1ef439c9ef3d785347abf89b1243c7149e32025dd065cc022af40"}, - {file = "zep_python-2.0.0rc5.tar.gz", hash = "sha256:e6ced8089760374dead948d6b4b88fceb09a356bf9a7fe182b4ceb6e828f0bb1"}, + {file = "zep_python-2.0.0rc6-py3-none-any.whl", hash = "sha256:2719e06897957facd4e5edbf89706c01d3c68b0c0543bbe24da56a57bff99d68"}, + {file = "zep_python-2.0.0rc6.tar.gz", hash = "sha256:27a6632068c5ae6bac30d0626d49f8f5e5bc2a3922557ce11bf8df006ca071f4"}, ] [package.dependencies] diff --git a/pyproject.toml b/pyproject.toml index 1a6c7beae..f49df7a35 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "langflow" -version = "1.0.0a26" +version = "1.0.0a30" description = "A Python package with a built-in web application" authors = ["Langflow "] maintainers = [ diff --git a/src/backend/Dockerfile b/src/backend/Dockerfile index 8257d89b0..ba1f3c946 100644 --- a/src/backend/Dockerfile +++ b/src/backend/Dockerfile @@ -1,4 +1,4 @@ -FROM logspace/backend_build as backend_build +FROM langflowai/backend_build as backend_build FROM python:3.10-slim WORKDIR /app diff --git a/src/backend/base/langflow/alembic/versions/6e7b581b5648_fix_nullable.py b/src/backend/base/langflow/alembic/versions/6e7b581b5648_fix_nullable.py new file mode 100644 index 000000000..71e81128c --- /dev/null +++ b/src/backend/base/langflow/alembic/versions/6e7b581b5648_fix_nullable.py @@ -0,0 +1,59 @@ +"""Fix nullable + +Revision ID: 6e7b581b5648 +Revises: 58b28437a398 +Create Date: 2024-04-30 09:17:45.024688 + +""" + +from typing import Sequence, Union + +import sqlalchemy as sa +from alembic import op +from sqlalchemy.engine.reflection import Inspector + +# revision identifiers, used by Alembic. +revision: str = "6e7b581b5648" +down_revision: Union[str, None] = "58b28437a398" +branch_labels: Union[str, Sequence[str], None] = None +depends_on: Union[str, Sequence[str], None] = None + + +def upgrade() -> None: + conn = op.get_bind() + inspector = Inspector.from_engine(conn) # type: ignore + table_names = inspector.get_table_names() + # ### commands auto generated by Alembic - please adjust! ### + columns = inspector.get_columns("apikey") + column_names = {column["name"]: column for column in columns} + with op.batch_alter_table("apikey", schema=None) as batch_op: + created_at_column = [column for column in columns if column["name"] == "created_at"][0] + if "created_at" in column_names and created_at_column.get("nullable"): + batch_op.alter_column( + "created_at", + existing_type=sa.DATETIME(), + nullable=False, + existing_server_default=sa.text("(CURRENT_TIMESTAMP)"), # type: ignore + ) + + # ### end Alembic commands ### + + +def downgrade() -> None: + conn = op.get_bind() + inspector = Inspector.from_engine(conn) # type: ignore + table_names = inspector.get_table_names() + columns = inspector.get_columns("apikey") + column_names = {column["name"]: column for column in columns} + # ### commands auto generated by Alembic - please adjust! ### + with op.batch_alter_table("apikey", schema=None) as batch_op: + created_at_column = [column for column in columns if column["name"] == "created_at"][0] + if "created_at" in column_names and not created_at_column.get("nullable"): + batch_op.alter_column( + "created_at", + existing_type=sa.DATETIME(), + nullable=True, + existing_server_default=sa.text("(CURRENT_TIMESTAMP)"), # type: ignore + ) + + # ### end Alembic commands ### diff --git a/src/backend/base/langflow/api/v1/schemas.py b/src/backend/base/langflow/api/v1/schemas.py index f47637280..1a68dcc8f 100644 --- a/src/backend/base/langflow/api/v1/schemas.py +++ b/src/backend/base/langflow/api/v1/schemas.py @@ -26,7 +26,7 @@ class BuildStatus(Enum): class TweaksRequest(BaseModel): - tweaks: Optional[Dict[str, Dict[str, str]]] = Field(default_factory=dict) + tweaks: Optional[Dict[str, Dict[str, Any]]] = Field(default_factory=dict) class UpdateTemplateRequest(BaseModel): diff --git a/src/backend/base/langflow/components/experimental/TextOperator.py b/src/backend/base/langflow/components/experimental/TextOperator.py new file mode 100644 index 000000000..d21d7b7cb --- /dev/null +++ b/src/backend/base/langflow/components/experimental/TextOperator.py @@ -0,0 +1,55 @@ +from langflow.interface.custom.custom_component import CustomComponent +from langflow.schema import Record +from langflow.field_typing import Text + +class TextOperatorComponent(CustomComponent): + display_name = "Text Operator" + description = "Compares two text inputs based on a specified condition such as equality or inequality, with optional case sensitivity." + + def build_config(self) -> dict: + return { + "input_text": { + "display_name": "Input Text", + "info": "The primary text input for the operation.", + }, + "match_text": { + "display_name": "Match Text", + "info": "The text input to compare against.", + }, + "operator": { + "display_name": "Operator", + "info": "The operator to apply for comparing the texts.", + "options": ["equals", "not equals", "contains", "starts with", "ends with"], + }, + "case_sensitive": { + "display_name": "Case Sensitive", + "info": "If true, the comparison will be case sensitive.", + "field_type": "bool", + "default": False, + } + } + + def build(self, input_text: Text, match_text: Text, operator: Text, case_sensitive: bool = False) -> Text: + if not input_text or not match_text: + raise ValueError("Both 'input_text' and 'match_text' must be provided and non-empty.") + + if not case_sensitive: + input_text = input_text.lower() + match_text = match_text.lower() + + result = False + if operator == "equals": + result = input_text == match_text + elif operator == "not equals": + result = input_text != match_text + elif operator == "contains": + result = match_text in input_text + elif operator == "starts with": + result = input_text.startswith(match_text) + elif operator == "ends with": + result = input_text.endswith(match_text) + + if not result: + self.stop() + self.status = f"{result} \n\n {input_text}" + return input_text diff --git a/src/backend/base/langflow/components/helpers/CombineTextsUnsorted.py b/src/backend/base/langflow/components/helpers/CombineTextsUnsorted.py new file mode 100644 index 000000000..20cd4db29 --- /dev/null +++ b/src/backend/base/langflow/components/helpers/CombineTextsUnsorted.py @@ -0,0 +1,25 @@ +from langflow.interface.custom.custom_component import CustomComponent +from langflow.field_typing import Text + + +class CombineTextsUnsortedComponent(CustomComponent): + display_name = "Combine Texts (Unsorted)" + description = "Concatenate text sources into a single text chunk using a specified delimiter." + icon = "merge" + + def build_config(self): + return { + "texts": { + "display_name": "Texts", + "info": "The first text input to concatenate.", + }, + "delimiter": { + "display_name": "Delimiter", + "info": "A string used to separate the two text inputs. Defaults to a whitespace.", + }, + } + + def build(self, texts: list[str], delimiter: str = " ") -> Text: + combined = delimiter.join(texts) + self.status = combined + return combined diff --git a/src/backend/base/langflow/components/helpers/ShouldRunNext.py b/src/backend/base/langflow/components/helpers/ShouldRunNext.py new file mode 100644 index 000000000..0d20706ea --- /dev/null +++ b/src/backend/base/langflow/components/helpers/ShouldRunNext.py @@ -0,0 +1,30 @@ +from langchain_core.messages import BaseMessage +from langchain_core.prompts import PromptTemplate + +from langflow.custom import CustomComponent +from langflow.field_typing import BaseLanguageModel, Text + + +class ShouldRunNextComponent(CustomComponent): + display_name = "Should Run Next" + description = "Determines if a vertex is runnable." + + def build(self, llm: BaseLanguageModel, question: str, context: str, retries: int = 3) -> Text: + template = "Given the following question and the context below, answer with a yes or no.\n\n{error_message}\n\nQuestion: {question}\n\nContext: {context}\n\nAnswer:" + + prompt = PromptTemplate.from_template(template) + chain = prompt | llm + error_message = "" + for i in range(retries): + result = chain.invoke(dict(question=question, context=context, error_message=error_message)) + if isinstance(result, BaseMessage): + content = result.content + elif isinstance(result, str): + content = result + if isinstance(content, str) and content.lower().strip() in ["yes", "no"]: + break + condition = str(content).lower().strip() == "yes" + self.status = f"Should Run Next: {condition}" + if condition is False: + self.stop() + return context diff --git a/src/backend/base/langflow/config.yaml b/src/backend/base/langflow/config.yaml index 102cb9016..ac9a7456b 100644 --- a/src/backend/base/langflow/config.yaml +++ b/src/backend/base/langflow/config.yaml @@ -232,3 +232,4 @@ output_parsers: custom_components: CustomComponent: documentation: "https://docs.langflow.org/guidelines/custom-component" + # documentation: "https://docs.langflow.org/administration/custom-component" diff --git a/src/backend/base/langflow/graph/graph/base.py b/src/backend/base/langflow/graph/graph/base.py index a0661f4f2..bddfd6795 100644 --- a/src/backend/base/langflow/graph/graph/base.py +++ b/src/backend/base/langflow/graph/graph/base.py @@ -3,7 +3,7 @@ import uuid from collections import defaultdict, deque from functools import partial from itertools import chain -from typing import TYPE_CHECKING, Callable, Coroutine, Dict, Generator, List, Optional, Type, Union +from typing import TYPE_CHECKING, Callable, Coroutine, Dict, Generator, List, Optional, Tuple, Type, Union from loguru import logger @@ -14,7 +14,7 @@ from langflow.graph.graph.state_manager import GraphStateManager from langflow.graph.graph.utils import process_flow from langflow.graph.schema import InterfaceComponentTypes, RunOutputs from langflow.graph.vertex.base import Vertex -from langflow.graph.vertex.types import ChatVertex, FileToolVertex, LLMVertex, RoutingVertex, StateVertex, ToolkitVertex +from langflow.graph.vertex.types import ChatVertex, FileToolVertex, LLMVertex, StateVertex, ToolkitVertex from langflow.interface.tools.constants import FILE_TOOLS from langflow.schema import Record from langflow.schema.schema import INPUT_FIELD_NAME, InputType @@ -75,7 +75,7 @@ class Graph: self.vertices: List[Vertex] = [] self.run_manager = RunnableVerticesManager() self._build_graph() - self.build_graph_maps() + self.build_graph_maps(self.edges) self.define_vertices_lists() self.state_manager = GraphStateManager() @@ -130,6 +130,18 @@ class Graph: ): vertices_ids.append(vertex_id) successors = self.get_all_successors(vertex, flat=True) + # Update run_manager.run_predecessors because we are activating vertices + # The run_prdecessors is the predecessor map of the vertices + # we remove the vertex_id from the predecessor map whenever we run a vertex + # So we need to get all edges of the vertex and successors + # and run self.build_adjacency_maps(edges) to get the new predecessor map + # that is not complete but we can use to update the run_predecessors + edges_set = set() + for vertex in [vertex] + successors: + edges_set.update(vertex.edges) + edges = list(edges_set) + new_predecessor_map, _ = self.build_adjacency_maps(edges) + self.run_manager.run_predecessors.update(new_predecessor_map) self.vertices_to_run.update(list(map(lambda x: x.id, successors))) self.activated_vertices = vertices_ids self.vertices_to_run.update(vertices_ids) @@ -401,14 +413,20 @@ class Graph: "inactivated_vertices": self.inactivated_vertices, } - def build_graph_maps(self): + def build_graph_maps(self, edges: Optional[List[ContractEdge]] = None, vertices: Optional[List[Vertex]] = None): """ Builds the adjacency maps for the graph. """ - self.predecessor_map, self.successor_map = self.build_adjacency_maps() + if edges is None: + edges = self.edges - self.in_degree_map = self.build_in_degree() - self.parent_child_map = self.build_parent_child_map() + if vertices is None: + vertices = self.vertices + + self.predecessor_map, self.successor_map = self.build_adjacency_maps(edges) + + self.in_degree_map = self.build_in_degree(edges) + self.parent_child_map = self.build_parent_child_map(vertices) def reset_inactivated_vertices(self): """ @@ -433,9 +451,9 @@ class Graph: for child_id in self.parent_child_map[vertex_id]: self.mark_branch(child_id, state) - def build_parent_child_map(self): + def build_parent_child_map(self, vertices: List[Vertex]): parent_child_map = defaultdict(list) - for vertex in self.vertices: + for vertex in vertices: parent_child_map[vertex.id] = [child.id for child in self.get_successors(vertex)] return parent_child_map @@ -559,6 +577,7 @@ class Graph: self.update_vertex_from_another(self_vertex, other_vertex) self.build_graph_maps() + self.define_vertices_lists() self.increment_update_count() return self @@ -944,8 +963,6 @@ class Graph: node_name = node_id.split("-")[0] if node_name in ["ChatOutput", "ChatInput"]: return ChatVertex - elif node_name in ["ShouldRunNext"]: - return RoutingVertex elif node_name in ["SharedState", "Notify", "Listen"]: return StateVertex elif node_base_type in lazy_load_vertex_dict.VERTEX_TYPE_MAP: @@ -1277,17 +1294,17 @@ class Graph: def remove_from_predecessors(self, vertex_id: str): self.run_manager.remove_from_predecessors(vertex_id) - def build_in_degree(self): - in_degree = defaultdict(int) - for edge in self.edges: + def build_in_degree(self, edges: List[ContractEdge]) -> Dict[str, int]: + in_degree: Dict[str, int] = defaultdict(int) + for edge in edges: in_degree[edge.target_id] += 1 return in_degree - def build_adjacency_maps(self): + def build_adjacency_maps(self, edges: List[ContractEdge]) -> Tuple[Dict[str, List[str]], Dict[str, List[str]]]: """Returns the adjacency maps for the graph.""" predecessor_map = defaultdict(list) successor_map = defaultdict(list) - for edge in self.edges: + for edge in edges: predecessor_map[edge.target_id].append(edge.source_id) successor_map[edge.source_id].append(edge.target_id) return predecessor_map, successor_map diff --git a/src/backend/base/langflow/graph/graph/constants.py b/src/backend/base/langflow/graph/graph/constants.py index 658c3c68a..f948a0753 100644 --- a/src/backend/base/langflow/graph/graph/constants.py +++ b/src/backend/base/langflow/graph/graph/constants.py @@ -15,7 +15,6 @@ from langflow.interface.wrappers.base import wrapper_creator from langflow.utils.lazy_load import LazyLoadDictBase CHAT_COMPONENTS = ["ChatInput", "ChatOutput", "TextInput", "SessionID"] -ROUTING_COMPONENTS = ["ShouldRunNext"] class VertexTypesDict(LazyLoadDictBase): @@ -51,7 +50,6 @@ class VertexTypesDict(LazyLoadDictBase): **{t: types.CustomComponentVertex for t in custom_component_creator.to_list()}, **{t: types.RetrieverVertex for t in retriever_creator.to_list()}, **{t: types.ChatVertex for t in CHAT_COMPONENTS}, - **{t: types.RoutingVertex for t in ROUTING_COMPONENTS}, } def get_custom_component_vertex_type(self): diff --git a/src/backend/base/langflow/graph/graph/runnable_vertices_manager.py b/src/backend/base/langflow/graph/graph/runnable_vertices_manager.py index 875f43472..713aead65 100644 --- a/src/backend/base/langflow/graph/graph/runnable_vertices_manager.py +++ b/src/backend/base/langflow/graph/graph/runnable_vertices_manager.py @@ -15,6 +15,7 @@ class RunnableVerticesManager: def is_vertex_runnable(self, vertex_id: str) -> bool: """Determines if a vertex is runnable.""" + return vertex_id in self.vertices_to_run and not self.run_predecessors.get(vertex_id) def find_runnable_predecessors_for_successors(self, vertex_id: str) -> List[str]: diff --git a/src/backend/base/langflow/graph/vertex/base.py b/src/backend/base/langflow/graph/vertex/base.py index f300b2dda..e250e9419 100644 --- a/src/backend/base/langflow/graph/vertex/base.py +++ b/src/backend/base/langflow/graph/vertex/base.py @@ -72,7 +72,6 @@ class Vertex: self.load_from_db_fields: List[str] = [] self.parent_is_top_level = False self.layer = None - self.should_run = True self.result: Optional[ResultData] = None try: self.is_interface_component = self.vertex_type in InterfaceComponentTypes diff --git a/src/backend/base/langflow/graph/vertex/types.py b/src/backend/base/langflow/graph/vertex/types.py index d7a98df8a..87f4856b2 100644 --- a/src/backend/base/langflow/graph/vertex/types.py +++ b/src/backend/base/langflow/graph/vertex/types.py @@ -1,6 +1,7 @@ import ast import json from typing import AsyncIterator, Callable, Dict, Iterator, List, Optional, Union + import yaml from langchain_core.messages import AIMessage from loguru import logger @@ -438,41 +439,6 @@ class ChatVertex(Vertex): return self.vertex_type == InterfaceComponentTypes.ChatInput and self.is_input -class RoutingVertex(Vertex): - def __init__(self, data: Dict, graph): - super().__init__(data, graph=graph, base_type="custom_components") - self.use_result = True - self.steps = [self._build] - - def _built_object_repr(self): - if self.artifacts and "repr" in self.artifacts: - return self.artifacts["repr"] or super()._built_object_repr() - return super()._built_object_repr() - - @property - def successors_ids(self): - if isinstance(self._built_object, bool): - ids = super().successors_ids - if self._built_object: - return ids - return [] - raise ValueError("RoutingVertex should return a boolean value.") - - def _run(self, *args, **kwargs): - if self._built_object: - condition = self._built_object.get("condition") - result = self._built_object.get("result") - if condition is None: - raise ValueError("Condition is required for the routing vertex.") - if result is None: - raise ValueError("Result is required for the routing vertex.") - if condition is True: - self._built_result = result - else: - self.graph.mark_branch(self.id, "INACTIVE") - self._built_result = None - - class StateVertex(Vertex): def __init__(self, data: Dict, graph): super().__init__(data, graph=graph, base_type="custom_components") diff --git a/src/backend/base/langflow/interface/custom/custom_component/custom_component.py b/src/backend/base/langflow/interface/custom/custom_component/custom_component.py index e6f0c4652..1638ebb2c 100644 --- a/src/backend/base/langflow/interface/custom/custom_component/custom_component.py +++ b/src/backend/base/langflow/interface/custom/custom_component/custom_component.py @@ -87,6 +87,14 @@ class CustomComponent(Component): except Exception as e: raise ValueError(f"Error updating state: {e}") + def stop(self): + if not self.vertex: + raise ValueError("Vertex is not set") + try: + self.graph.mark_branch(self.vertex.id, "INACTIVE") + except Exception as e: + raise ValueError(f"Error stopping {self.display_name}: {e}") + def append_state(self, name: str, value: Any): if not self.vertex: raise ValueError("Vertex is not set") diff --git a/src/backend/base/langflow/main.py b/src/backend/base/langflow/main.py index 81797dc80..697cfa226 100644 --- a/src/backend/base/langflow/main.py +++ b/src/backend/base/langflow/main.py @@ -53,6 +53,7 @@ def get_lifespan(fix_migration=False, socketio_server=None): except Exception as exc: if "langflow migration --fix" not in str(exc): logger.error(exc) + raise # Shutdown message rprint("[bold red]Shutting down Langflow...[/bold red]") teardown_services() diff --git a/src/backend/base/langflow/processing/load.py b/src/backend/base/langflow/processing/load.py index a2be59d95..cf354c3b3 100644 --- a/src/backend/base/langflow/processing/load.py +++ b/src/backend/base/langflow/processing/load.py @@ -3,6 +3,8 @@ from pathlib import Path from typing import List, Optional, Union from dotenv import load_dotenv +from loguru import logger + from langflow.graph import Graph from langflow.graph.schema import RunOutputs from langflow.processing.process import process_tweaks, run_graph @@ -101,6 +103,12 @@ def run_flow_from_json( List[RunOutputs]: A list of RunOutputs objects representing the results of running the flow. """ # Set all streaming to false + try: + import nest_asyncio # type: ignore + + nest_asyncio.apply() + except Exception as e: + logger.warning(f"Could not apply nest_asyncio: {e}") if tweaks is None: tweaks = {} tweaks["stream"] = False diff --git a/src/backend/base/langflow/processing/process.py b/src/backend/base/langflow/processing/process.py index b49b20748..2d8356159 100644 --- a/src/backend/base/langflow/processing/process.py +++ b/src/backend/base/langflow/processing/process.py @@ -1,5 +1,6 @@ from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union + from langchain.agents import AgentExecutor from langchain.schema import AgentAction from loguru import logger @@ -13,6 +14,7 @@ from langflow.schema.graph import InputValue, Tweaks from langflow.schema.schema import INPUT_FIELD_NAME from langflow.services.session.service import SessionService + if TYPE_CHECKING: from langflow.api.v1.schemas import InputValueRequest diff --git a/src/backend/base/langflow/schema/graph.py b/src/backend/base/langflow/schema/graph.py index a515b3dd2..6b6cca66a 100644 --- a/src/backend/base/langflow/schema/graph.py +++ b/src/backend/base/langflow/schema/graph.py @@ -1,7 +1,8 @@ -from typing import List, Optional, Union +from typing import Any, List, Optional, Union + +from pydantic import BaseModel, Field, RootModel from langflow.schema.schema import InputType -from pydantic import BaseModel, Field, RootModel class InputValue(BaseModel): @@ -14,7 +15,7 @@ class InputValue(BaseModel): class Tweaks(RootModel): - root: dict[str, Union[str, dict[str, str]]] = Field( + root: dict[str, Union[str, dict[str, Any]]] = Field( description="A dictionary of tweaks to adjust the flow's execution. Allows customizing flow behavior dynamically. All tweaks are overridden by the input values.", ) model_config = { diff --git a/src/backend/base/langflow/services/database/models/api_key/model.py b/src/backend/base/langflow/services/database/models/api_key/model.py index ee0d1e71d..be4e3ed4d 100644 --- a/src/backend/base/langflow/services/database/models/api_key/model.py +++ b/src/backend/base/langflow/services/database/models/api_key/model.py @@ -22,7 +22,7 @@ class ApiKeyBase(SQLModel): class ApiKey(ApiKeyBase, table=True): id: UUID = Field(default_factory=uuid4, primary_key=True, unique=True) - created_at: datetime = Field( + created_at: Optional[datetime] = Field( default=None, sa_column=Column(DateTime(timezone=True), server_default=func.now(), nullable=False) ) api_key: str = Field(index=True, unique=True) diff --git a/src/backend/base/langflow/services/database/models/variable/model.py b/src/backend/base/langflow/services/database/models/variable/model.py index 1fab92b4c..e253bb665 100644 --- a/src/backend/base/langflow/services/database/models/variable/model.py +++ b/src/backend/base/langflow/services/database/models/variable/model.py @@ -25,7 +25,7 @@ class Variable(VariableBase, table=True): description="Unique ID for the variable", ) # name is unique per user - created_at: datetime = Field( + created_at: Optional[datetime] = Field( default=None, sa_column=Column(DateTime(timezone=True), server_default=func.now(), nullable=True), description="Creation time of the variable", diff --git a/src/backend/base/langflow/services/database/service.py b/src/backend/base/langflow/services/database/service.py index 5ca20c642..14c79f85b 100644 --- a/src/backend/base/langflow/services/database/service.py +++ b/src/backend/base/langflow/services/database/service.py @@ -133,7 +133,7 @@ class DatabaseService(Service): alembic_cfg = Config(stdout=buffer) # alembic_cfg.attributes["connection"] = session alembic_cfg.set_main_option("script_location", str(self.script_location)) - alembic_cfg.set_main_option("sqlalchemy.url", self.database_url.replace('%', '%%')) + alembic_cfg.set_main_option("sqlalchemy.url", self.database_url.replace("%", "%%")) should_initialize_alembic = False with Session(self.engine) as session: @@ -170,9 +170,7 @@ class DatabaseService(Service): except util.exc.AutogenerateDiffsDetected as exc: logger.error(f"AutogenerateDiffsDetected: {exc}") if not fix: - raise RuntimeError( - "Something went wrong running migrations. Please, run `langflow migration --fix`" - ) from exc + raise RuntimeError(f"There's a mismatch between the models and the database.\n{exc}") if fix: self.try_downgrade_upgrade_until_success(alembic_cfg) diff --git a/src/backend/base/langflow/services/monitor/utils.py b/src/backend/base/langflow/services/monitor/utils.py index a71653e82..7b6948c1a 100644 --- a/src/backend/base/langflow/services/monitor/utils.py +++ b/src/backend/base/langflow/services/monitor/utils.py @@ -101,10 +101,16 @@ def add_row_to_table( conn.execute(insert_sql, values) except Exception as e: # Log values types + column_error_message = "" for key, value in validated_dict.items(): logger.error(f"{key}: {type(value)}") + if value in str(e): + column_error_message = f"Column: {key} Value: {value} Error: {e}" - logger.error(f"Error adding row to table: {e}") + if column_error_message: + logger.error(f"Error adding row to {table_name}: {column_error_message}") + else: + logger.error(f"Error adding row to {table_name}: {e}") async def log_message( diff --git a/src/backend/base/poetry.lock b/src/backend/base/poetry.lock index 453c06e0c..b83e82ede 100644 --- a/src/backend/base/poetry.lock +++ b/src/backend/base/poetry.lock @@ -517,13 +517,13 @@ test-randomorder = ["pytest-randomly"] [[package]] name = "dataclasses-json" -version = "0.6.4" +version = "0.6.5" description = "Easily serialize dataclasses to and from JSON." optional = false -python-versions = ">=3.7,<4.0" +python-versions = "<4.0,>=3.7" files = [ - {file = "dataclasses_json-0.6.4-py3-none-any.whl", hash = "sha256:f90578b8a3177f7552f4e1a6e535e84293cd5da421fcce0642d49c0d7bdf8df2"}, - {file = "dataclasses_json-0.6.4.tar.gz", hash = "sha256:73696ebf24936560cca79a2430cbc4f3dd23ac7bf46ed17f38e5e5e7657a6377"}, + {file = "dataclasses_json-0.6.5-py3-none-any.whl", hash = "sha256:f49c77aa3a85cac5bf5b7f65f4790ca0d2be8ef4d92c75e91ba0103072788a39"}, + {file = "dataclasses_json-0.6.5.tar.gz", hash = "sha256:1c287594d9fcea72dc42d6d3836cf14848c2dc5ce88f65ed61b36b57f515fe26"}, ] [package.dependencies] @@ -652,13 +652,13 @@ test = ["pytest (>=6)"] [[package]] name = "fastapi" -version = "0.110.2" +version = "0.110.3" description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production" optional = false python-versions = ">=3.8" files = [ - {file = "fastapi-0.110.2-py3-none-any.whl", hash = "sha256:239403f2c0a3dda07a9420f95157a7f014ddb2b770acdbc984f9bdf3ead7afdb"}, - {file = "fastapi-0.110.2.tar.gz", hash = "sha256:b53d673652da3b65e8cd787ad214ec0fe303cad00d2b529b86ce7db13f17518d"}, + {file = "fastapi-0.110.3-py3-none-any.whl", hash = "sha256:fd7600612f755e4050beb74001310b5a7e1796d149c2ee363124abdfa0289d32"}, + {file = "fastapi-0.110.3.tar.gz", hash = "sha256:555700b0159379e94fdbfc6bb66a0f1c43f4cf7060f25239af3d84b63a656626"}, ] [package.dependencies] @@ -667,7 +667,7 @@ starlette = ">=0.37.2,<0.38.0" typing-extensions = ">=4.8.0" [package.extras] -all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"] +all = ["email_validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"] [[package]] name = "frozenlist" @@ -1064,19 +1064,19 @@ text-helpers = ["chardet (>=5.1.0,<6.0.0)"] [[package]] name = "langchain-community" -version = "0.0.34" +version = "0.0.35" description = "Community contributed LangChain integrations." optional = false python-versions = "<4.0,>=3.8.1" files = [ - {file = "langchain_community-0.0.34-py3-none-any.whl", hash = "sha256:bc13b21a44bbfca01bff8b35c10a26d71485b57c1d284f499b577ba6e1a5d84a"}, - {file = "langchain_community-0.0.34.tar.gz", hash = "sha256:96e9a807d9b4777820df5a970996f6bf3ad5632137bf0f4d863bd832bdeb2b0f"}, + {file = "langchain_community-0.0.35-py3-none-any.whl", hash = "sha256:296c47dcddf8c3c565f41240dc21421620f309ae24db762a5bdaf0c19cbb01ef"}, + {file = "langchain_community-0.0.35.tar.gz", hash = "sha256:0f8726d9f8e1f369ae1b0c7ec738403063009a78ecb58860d21e5388e238ff0c"}, ] [package.dependencies] aiohttp = ">=3.8.3,<4.0.0" dataclasses-json = ">=0.5.7,<0.7" -langchain-core = ">=0.1.45,<0.2.0" +langchain-core = ">=0.1.47,<0.2.0" langsmith = ">=0.1.0,<0.2.0" numpy = ">=1,<2" PyYAML = ">=5.3" @@ -1086,17 +1086,17 @@ tenacity = ">=8.1.0,<9.0.0" [package.extras] cli = ["typer (>=0.9.0,<0.10.0)"] -extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "azure-ai-documentintelligence (>=1.0.0b1,<2.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.0,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "cloudpickle (>=2.0.0)", "cohere (>=4,<5)", "databricks-vectorsearch (>=0.21,<0.22)", "datasets (>=2.15.0,<3.0.0)", "dgml-utils (>=0.3.0,<0.4.0)", "elasticsearch (>=8.12.0,<9.0.0)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "feedparser (>=6.0.10,<7.0.0)", "fireworks-ai (>=0.9.0,<0.10.0)", "friendli-client (>=1.2.4,<2.0.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "google-cloud-documentai (>=2.20.1,<3.0.0)", "gql (>=3.4.1,<4.0.0)", "gradientai (>=1.4.0,<2.0.0)", "hdbcli (>=2.19.21,<3.0.0)", "hologres-vector (>=0.0.6,<0.0.7)", "html2text (>=2020.1.16,<2021.0.0)", "httpx (>=0.24.1,<0.25.0)", "httpx-sse (>=0.4.0,<0.5.0)", "javelin-sdk (>=0.1.8,<0.2.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "jsonschema (>1)", "lxml 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"sha256:fc09412cef1a9ce7756d52376158f94f2a0edd0fc722da1d0a074f01d83e5021"}, + {file = "python_docx-1.1.1.tar.gz", hash = "sha256:15473bd40a7c16d9367b0a4b2cbbab0a787904fa2f7cadae1ed6f96201dcbb66"}, ] [package.dependencies] -lxml = ">=3.1.0" -typing-extensions = "*" +lxml = ">=3.1.0,<=4.9.2" +typing-extensions = ">=4.9.0" [[package]] name = "python-dotenv" diff --git a/src/backend/base/pyproject.toml b/src/backend/base/pyproject.toml index 9dbd0bd81..1b2bc9c1c 100644 --- a/src/backend/base/pyproject.toml +++ b/src/backend/base/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "langflow-base" -version = "0.0.37" +version = "0.0.41" description = "A Python package with a built-in web application" authors = ["Langflow "] maintainers = [ diff --git a/src/frontend/src/App.tsx b/src/frontend/src/App.tsx index 6c5af17df..4a551f3b5 100644 --- a/src/frontend/src/App.tsx +++ b/src/frontend/src/App.tsx @@ -63,9 +63,10 @@ export default function App() { }, [dark]); useEffect(() => { + const abortController = new AbortController(); const isLoginPage = location.pathname.includes("login"); - autoLogin() + autoLogin(abortController.signal) .then(async (user) => { if (user && user["access_token"]) { user["refresh_token"] = "auto"; @@ -76,31 +77,44 @@ export default function App() { await Promise.all([refreshStars(), refreshVersion(), fetchData()]); } }) - .catch(async () => { - setAutoLogin(false); - if (isAuthenticated && !isLoginPage) { - getUser(); - await Promise.all([refreshStars(), refreshVersion(), fetchData()]); - } else { - setLoading(false); - useFlowsManagerStore.setState({ isLoading: false }); + .catch(async (error) => { + if (error.name !== "CanceledError") { + setAutoLogin(false); + if (isAuthenticated && !isLoginPage) { + getUser(); + await Promise.all([refreshStars(), refreshVersion(), fetchData()]); + } else { + setLoading(false); + useFlowsManagerStore.setState({ isLoading: false }); + } } }); - }, [isAuthenticated]); + + /* + Abort the request as it isn't needed anymore, the component being + unmounted. It helps avoid, among other things, the well-known "can't + perform a React state update on an unmounted component" warning. + */ + return () => abortController.abort(); + }, []); const fetchData = async () => { - if (isAuthenticated) { - try { - await getTypes(); - refreshFlows(); - const res = await getGlobalVariables(); - setGlobalVariables(res); - checkHasStore(); - fetchApiData(); - } catch (error) { - console.error("Failed to fetch data:", error); + return new Promise(async (resolve, reject) => { + if (isAuthenticated) { + try { + await getTypes(); + await refreshFlows(); + const res = await getGlobalVariables(); + setGlobalVariables(res); + checkHasStore(); + fetchApiData(); + resolve(); + } catch (error) { + console.error("Failed to fetch data:", error); + reject(); + } } - } + }); }; useEffect(() => { diff --git a/src/frontend/src/components/codeTabsComponent/index.tsx b/src/frontend/src/components/codeTabsComponent/index.tsx index 3666c61a6..a3c581313 100644 --- a/src/frontend/src/components/codeTabsComponent/index.tsx +++ b/src/frontend/src/components/codeTabsComponent/index.tsx @@ -39,8 +39,8 @@ import { classNames } from "../../utils/utils"; import ShadTooltip from "../ShadTooltipComponent"; import DictComponent from "../dictComponent"; import IconComponent from "../genericIconComponent"; -import InputGlobalComponent from "../inputGlobalComponent"; import KeypairListComponent from "../keypairListComponent"; +import InputComponent from "../inputComponent"; export default function CodeTabsComponent({ flow, @@ -351,31 +351,38 @@ export default function CodeTabsComponent({ /> ) : ( - { - if (node.data) { - setNode( - node.data.id, - (oldNode) => { - let newNode = - cloneDeep( - oldNode - ); - - newNode.data = { - ...newNode.data, - }; - - newNode.data.node.template[ - templateField - ].value = target; - - return newNode; - } - ); - } + setData((old) => { + let newInputList = + cloneDeep(old); + newInputList![ + i + ].data.node.template[ + templateField + ].value = target; + return newInputList; + }); tweaks.buildTweakObject!( node["data"]["id"], target, @@ -384,25 +391,6 @@ export default function CodeTabsComponent({ ] ); }} - setDb={(value) => { - setNode( - node.data.id, - (oldNode) => { - let newNode = - cloneDeep(oldNode); - newNode.data = { - ...newNode.data, - }; - newNode.data.node.template[ - templateField - ].load_from_db = - value; - return newNode; - } - ); - }} - name={templateField} - data={node.data} /> )} diff --git a/src/frontend/src/components/genericIconComponent/index.tsx b/src/frontend/src/components/genericIconComponent/index.tsx index 1fce0525c..f4e6a49d6 100644 --- a/src/frontend/src/components/genericIconComponent/index.tsx +++ b/src/frontend/src/components/genericIconComponent/index.tsx @@ -5,6 +5,8 @@ import { nodeIconsLucide } from "../../utils/styleUtils"; import { cn } from "../../utils/utils"; import Loading from "../ui/loading"; +import { useEffect, useState } from "react"; + const ForwardedIconComponent = memo( forwardRef( ( @@ -18,9 +20,18 @@ const ForwardedIconComponent = memo( }: IconComponentProps, ref ) => { + const [showFallback, setShowFallback] = useState(false); + + useEffect(() => { + const timer = setTimeout(() => { + setShowFallback(true); + }, 30); + + return () => clearTimeout(timer); + }, []); + let TargetIcon = nodeIconsLucide[name]; if (!TargetIcon) { - // check if name exists in dynamicIconImports if (!dynamicIconImports[name]) { TargetIcon = nodeIconsLucide["unknown"]; } else TargetIcon = lazy(dynamicIconImports[name]); @@ -35,11 +46,15 @@ const ForwardedIconComponent = memo( if (!TargetIcon) { return null; // Render nothing until the icon is loaded } - const fallback = ( + + const fallback = showFallback ? (
+ ) : ( +
); + return ( } Share
- + + } + {is_component && + + } + + ) : ( + <> + ) + } + onClick={ + !is_component + ? () => { + navigate("/flow/" + item.id); + } + : undefined + } playground={!is_component} /> )) diff --git a/src/frontend/src/routes.tsx b/src/frontend/src/routes.tsx index d1a466d36..036c19fa1 100644 --- a/src/frontend/src/routes.tsx +++ b/src/frontend/src/routes.tsx @@ -1,5 +1,4 @@ -import { useEffect } from "react"; -import { Route, Routes, useNavigate } from "react-router-dom"; +import { Navigate, Route, Routes } from "react-router-dom"; import { ProtectedAdminRoute } from "./components/authAdminGuard"; import { ProtectedRoute } from "./components/authGuard"; import { ProtectedLoginRoute } from "./components/authLoginGuard"; @@ -20,13 +19,6 @@ import SignUp from "./pages/signUpPage"; import PlaygroundPage from "./pages/Playground"; const Router = () => { - const navigate = useNavigate(); - useEffect(() => { - // Redirect from root to /flows - if (window.location.pathname === "/") { - navigate("/flows"); - } - }, [navigate]); return ( { } > + } /> } diff --git a/src/frontend/src/stores/flowStore.ts b/src/frontend/src/stores/flowStore.ts index 736c70d5b..0c3328add 100644 --- a/src/frontend/src/stores/flowStore.ts +++ b/src/frontend/src/stores/flowStore.ts @@ -481,8 +481,13 @@ const useFlowStore = create((set, get) => ({ // const nextVertices will be the zip of vertexBuildData.next_vertices_ids and // vertexBuildData.top_level_vertices // the VertexLayerElementType as {id: next_vertices_id, layer: top_level_vertex} + + // next_vertices_ids should be next_vertices_ids without the inactivated vertices + const next_vertices_ids = vertexBuildData.next_vertices_ids.filter( + (id) => !vertexBuildData.inactivated_vertices?.includes(id) + ); const nextVertices: VertexLayerElementType[] = zip( - vertexBuildData.next_vertices_ids, + next_vertices_ids, vertexBuildData.top_level_vertices ).map(([id, reference]) => ({ id: id!, reference })); @@ -492,7 +497,7 @@ const useFlowStore = create((set, get) => ({ ]; const newIds = [ ...get().verticesBuild!.verticesIds, - ...vertexBuildData.next_vertices_ids, + ...next_vertices_ids, ]; get().updateVerticesBuild({ verticesIds: newIds, @@ -603,7 +608,10 @@ const useFlowStore = create((set, get) => ({ set({ verticesBuild: { ...verticesBuild, + // remove the vertices from the list of vertices ids + // that are going to be built verticesIds: get().verticesBuild!.verticesIds.filter( + // keep the vertices that are not in the list of vertices to remove (vertex) => !vertices.includes(vertex) ), }, diff --git a/src/frontend/src/style/applies.css b/src/frontend/src/style/applies.css index 268f838eb..4b016eb73 100644 --- a/src/frontend/src/style/applies.css +++ b/src/frontend/src/style/applies.css @@ -323,7 +323,7 @@ muted-foreground is too strong, maybe use a lighter shade of it? */ - @apply border-none ring ring-muted-foreground; + @apply border-none ring grayscale; } .built-invalid-status { @apply border-none ring ring-[#FF9090]; diff --git a/src/frontend/src/utils/buildUtils.ts b/src/frontend/src/utils/buildUtils.ts index ac648acb1..5d3de6ea9 100644 --- a/src/frontend/src/utils/buildUtils.ts +++ b/src/frontend/src/utils/buildUtils.ts @@ -175,14 +175,26 @@ export async function buildVertices({ !useFlowStore .getState() .verticesBuild?.verticesIds.includes(element.id) && + !useFlowStore + .getState() + .verticesBuild?.verticesIds.includes(element.reference ?? "") && onBuildUpdate ) { // If it is, skip building and set the state to inactive - onBuildUpdate( - getInactiveVertexData(element.id), - BuildStatus.INACTIVE, - runId - ); + if (element.id) { + onBuildUpdate( + getInactiveVertexData(element.id), + BuildStatus.INACTIVE, + runId + ); + } + if (element.reference) { + onBuildUpdate( + getInactiveVertexData(element.reference), + BuildStatus.INACTIVE, + runId + ); + } buildResults.push(false); return; }