From 12fe36b995781df85addb1ac31a6011a3f07289d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= Date: Fri, 31 May 2024 14:02:10 +0200 Subject: [PATCH 01/22] initial commit for ragstack-main --- .../workflows/ragstack-clean-astra-env.yml | 18 + .../ragstack-release-langflow-base.yml | 37 + .../workflows/ragstack-release-langflow.yml | 47 + .github/workflows/ragstack-test.yml | 70 + README.md | 157 +- poetry.lock | 654 +- pyproject.toml | 30 +- ragstack/RELEASE.md | 31 + ragstack/docker/backend/Dockerfile | 39 + ragstack/docker/build-backend.sh | 7 + ragstack/docker/build-frontend.sh | 14 + ragstack/docker/docker-compose.yml | 37 + ragstack/docker/frontend/Dockerfile | 12 + ragstack/docker/frontend/nginx.conf | 25 + ragstack/docker/frontend/start-nginx.sh | 12 + ragstack/libs/core/.env.template | 6 + ragstack/libs/core/Makefile | 23 + ragstack/libs/core/README.md | 5 + ragstack/libs/core/poetry.lock | 8159 +++++++++++++++++ ragstack/libs/core/pyproject.toml | 61 + ragstack/libs/core/tests/__init__.py | 0 .../core/tests/integration_tests/__init__.py | 0 .../core/tests/integration_tests/conftest.py | 104 + .../integration_tests/data/embedding.json | 1188 +++ .../integration_tests/data/vector_search.json | 955 ++ .../tests/integration_tests/test_astradb.py | 87 + ragstack/ragstack-release.sh | 58 + src/backend/base/README.md | 5 + src/backend/base/pyproject.toml | 25 +- 29 files changed, 11553 insertions(+), 313 deletions(-) create mode 100644 .github/workflows/ragstack-clean-astra-env.yml create mode 100644 .github/workflows/ragstack-release-langflow-base.yml create mode 100644 .github/workflows/ragstack-release-langflow.yml create mode 100644 .github/workflows/ragstack-test.yml create mode 100644 ragstack/RELEASE.md create mode 100644 ragstack/docker/backend/Dockerfile create mode 100755 ragstack/docker/build-backend.sh create mode 100755 ragstack/docker/build-frontend.sh create mode 100644 ragstack/docker/docker-compose.yml create mode 100644 ragstack/docker/frontend/Dockerfile create mode 100644 ragstack/docker/frontend/nginx.conf create mode 100644 ragstack/docker/frontend/start-nginx.sh create mode 100644 ragstack/libs/core/.env.template create mode 100644 ragstack/libs/core/Makefile create mode 100644 ragstack/libs/core/README.md create mode 100644 ragstack/libs/core/poetry.lock create mode 100644 ragstack/libs/core/pyproject.toml create mode 100644 ragstack/libs/core/tests/__init__.py create mode 100644 ragstack/libs/core/tests/integration_tests/__init__.py create mode 100644 ragstack/libs/core/tests/integration_tests/conftest.py create mode 100644 ragstack/libs/core/tests/integration_tests/data/embedding.json create mode 100644 ragstack/libs/core/tests/integration_tests/data/vector_search.json create mode 100644 ragstack/libs/core/tests/integration_tests/test_astradb.py create mode 100755 ragstack/ragstack-release.sh diff --git a/.github/workflows/ragstack-clean-astra-env.yml b/.github/workflows/ragstack-clean-astra-env.yml new file mode 100644 index 000000000000..5d8b19d748d6 --- /dev/null +++ b/.github/workflows/ragstack-clean-astra-env.yml @@ -0,0 +1,18 @@ +name: Clean Astra env + +on: + workflow_dispatch: {} + schedule: + - cron: "*/4 * * * *" + +jobs: + clean: + name: Clean Astra env + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Clean AstraDB databases older than 1 day + uses: nicoloboschi/cleanup-astradb-env@v1 + with: + token: ${{ secrets.TESTS_ASTRA_DEV_DB_TOKEN }} + wait: false diff --git a/.github/workflows/ragstack-release-langflow-base.yml b/.github/workflows/ragstack-release-langflow-base.yml new file mode 100644 index 000000000000..462ed8e784e4 --- /dev/null +++ b/.github/workflows/ragstack-release-langflow-base.yml @@ -0,0 +1,37 @@ +name: Release RAGStack Langflow base + +on: + push: + tags: + - "ragstack-ai-langflow-base-*" + +env: + POETRY_VERSION: "1.8.2" + +jobs: + if_release: + runs-on: ubuntu-latest + permissions: write-all + steps: + - uses: actions/checkout@v4 + - name: Install poetry + run: pipx install poetry==$POETRY_VERSION + - name: Set up Python 3.10 + uses: actions/setup-python@v5 + with: + python-version: "3.10" + cache: "poetry" + - name: Build project for distribution + run: | + make build base=true + - name: Check Version + id: check-version + run: | + cd src/backend/base + echo version=$(poetry version --short) >> $GITHUB_OUTPUT + - name: Publish to PyPI + env: + POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI_API_TOKEN }} + run: | + cd src/backend/base + poetry publish diff --git a/.github/workflows/ragstack-release-langflow.yml b/.github/workflows/ragstack-release-langflow.yml new file mode 100644 index 000000000000..32bee877acd3 --- /dev/null +++ b/.github/workflows/ragstack-release-langflow.yml @@ -0,0 +1,47 @@ +name: Release RAGStack Langflow + +on: + push: + tags: + - "ragstack-ai-langflow-[0-9]*" + +env: + POETRY_VERSION: "1.8.2" + +jobs: + if_release: + runs-on: ubuntu-latest + permissions: write-all + steps: + - uses: actions/checkout@v4 + - name: Install poetry + run: pipx install poetry==$POETRY_VERSION + - name: Set up Python 3.10 + uses: actions/setup-python@v5 + with: + python-version: "3.10" + cache: "poetry" + - name: Build project for distribution + run: | + make build main=true + - name: Check Version + id: check-version + run: | + echo version=$(poetry version --short) >> $GITHUB_OUTPUT + - name: Publish to PyPI + env: + POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI_API_TOKEN }} + run: | + poetry publish + - name: Create Release + uses: ncipollo/release-action@v1 + with: + artifacts: "dist/*" + token: ${{ secrets.GITHUB_TOKEN }} + generateReleaseNotes: true + + - name: "Login to GitHub Container Registry" + uses: ./.github/actions/ragstack-docker-release + with: + gh-token: ${{ secrets.GITHUB_TOKEN }} + version: ${{ steps.check-version.outputs.version }} diff --git a/.github/workflows/ragstack-test.yml b/.github/workflows/ragstack-test.yml new file mode 100644 index 000000000000..c73ecf631201 --- /dev/null +++ b/.github/workflows/ragstack-test.yml @@ -0,0 +1,70 @@ +name: RAGStack tests + +on: + pull_request: + branches: + - ragstack-main + paths: + - ".github/workflows/**" + - "ragstack/poetry.lock" + - "ragstack/pyproject.toml" + - "ragstack/tests/**" + +env: + POETRY_VERSION: "1.8.2" + +jobs: + build: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Set up Python 3.11 + Poetry ${{ env.POETRY_VERSION }} + uses: "./.github/actions/poetry_caching" + with: + python-version: 3.11 + poetry-version: ${{ env.POETRY_VERSION }} + cache-key: ${{ runner.os }}-poetry-${{ env.POETRY_VERSION }}-${{ hashFiles('ragstack/poetry.lock') }} + - name: Install Python dependencies + run: | + poetry env use 3.11 + poetry install + working-directory: ragstack/libs/core + - name: Lint check + run: | + make lint + working-directory: ragstack/libs/core + - uses: nicoloboschi/setup-astradb@v1 + timeout-minutes: 10 + id: astra + with: + token: ${{ secrets.TESTS_ASTRA_DEV_DB_TOKEN }} + region: us-east-2 + cloud: aws + - name: Run all tests + env: + ASTRA_DB_API_ENDPOINT: ${{ steps.astra.outputs.api-endpoint }} + ASTRA_DB_APPLICATION_TOKEN: ${{ secrets.TESTS_ASTRA_DEV_DB_TOKEN }} + OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} + run: | + make test + working-directory: ragstack/libs/core + - uses: nicoloboschi/cleanup-astradb@v1 + if: ${{ always() && steps.astra.outputs.name != '' }} + with: + token: ${{ secrets.TESTS_ASTRA_DEV_DB_TOKEN }} + name: ${{ steps.astra.outputs.name }} + wait: false + + docker: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Docker + run: ./ragstack/docker/build-backend.sh + - name: Scan Docker image + uses: snyk/actions/docker@master + with: + image: ragstack-ai-langflow-backend:latest + args: --severity-threshold=high + env: + SNYK_TOKEN: ${{ secrets.SNYK_TOKEN }} diff --git a/README.md b/README.md index 0945df2a71ec..7649e5e49b43 100644 --- a/README.md +++ b/README.md @@ -1,158 +1,11 @@ -# [![Langflow](./docs/static/img/hero.png)](https://www.langflow.org) +# RAGStack Langflow -

- A visual framework for building multi-agent and RAG applications -

-

- Open-source, Python-powered, fully customizable, LLM and vector store agnostic -

+## Documentation -

- Docs - - Join our Discord - - Follow us on X - - Live demo -

+[DataStax RAGStack Documentation](https://docs.datastax.com/en/ragstack/docs/index.html) -

- - - - - - -

+## 📄 License -

- Your GIF -

- -# 📝 Content - -- [Get Started](#-get-started) -- [Create Flows](#-create-flows) -- [Deploy](#deploy) -- [Command Line Interface (CLI)](#️-command-line-interface-cli) -- [Contribute](#-contribute) - -# 📦 Get Started - -You can install Langflow with pip: - -```shell -# Make sure you have Python 3.10 or greater installed on your system. -# Install the pre-release version (recommended for the latest updates) -python -m pip install langflow --pre --force-reinstall - -# or stable version -python -m pip install langflow -U -``` - -Then, run Langflow with: - -```shell -python -m langflow run -``` - -You can also preview Langflow in [HuggingFace Spaces](https://huggingface.co/spaces/Langflow/Langflow-Preview). [Clone the space using this link](https://huggingface.co/spaces/Langflow/Langflow-Preview?duplicate=true) to create your own Langflow workspace in minutes. - -# 🎨 Create Flows - -Creating flows with Langflow is easy. Simply drag components from the sidebar onto the canvas and connect them to start building your application. - -Explore by editing prompt parameters, grouping components into a single high-level component, and building your own Custom Components. - -Once you’re done, you can export your flow as a JSON file. - -Load the flow with: - -```python -from langflow.load import run_flow_from_json - -results = run_flow_from_json("path/to/flow.json", input_value="Hello, World!") -``` - -# Deploy - -## Deploy Langflow on Google Cloud Platform - -Follow our step-by-step guide to deploy Langflow on Google Cloud Platform (GCP) using Google Cloud Shell. The guide is available in the [**Langflow in Google Cloud Platform**](https://github.com/langflow-ai/langflow/blob/dev/docs/docs/deployment/gcp-deployment.md) document. - -Alternatively, click the **"Open in Cloud Shell"** button below to launch Google Cloud Shell, clone the Langflow repository, and start an **interactive tutorial** that will guide you through the process of setting up the necessary resources and deploying Langflow on your GCP project. - -[![Open in Cloud Shell](https://gstatic.com/cloudssh/images/open-btn.svg)](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/langflow-ai/langflow&working_dir=scripts/gcp&shellonly=true&tutorial=walkthroughtutorial_spot.md) - -## Deploy on Railway - -Use this template to deploy Langflow 1.0 Preview on Railway: - -[![Deploy 1.0 Preview on Railway](https://railway.app/button.svg)](https://railway.app/template/UsJ1uB?referralCode=MnPSdg) - -Or this one to deploy Langflow 0.6.x: - -[![Deploy on Railway](https://railway.app/button.svg)](https://railway.app/template/JMXEWp?referralCode=MnPSdg) - -## Deploy on Render - - -Deploy to Render - - -# 🖥️ Command Line Interface (CLI) - -Langflow provides a command-line interface (CLI) for easy management and configuration. - -## Usage - -You can run the Langflow using the following command: - -```shell -langflow run [OPTIONS] -``` - -Each option is detailed below: - -- `--help`: Displays all available options. -- `--host`: Defines the host to bind the server to. Can be set using the `LANGFLOW_HOST` environment variable. The default is `127.0.0.1`. -- `--workers`: Sets the number of worker processes. Can be set using the `LANGFLOW_WORKERS` environment variable. The default is `1`. -- `--timeout`: Sets the worker timeout in seconds. The default is `60`. -- `--port`: Sets the port to listen on. Can be set using the `LANGFLOW_PORT` environment variable. The default is `7860`. -- `--env-file`: Specifies the path to the .env file containing environment variables. The default is `.env`. -- `--log-level`: Defines the logging level. Can be set using the `LANGFLOW_LOG_LEVEL` environment variable. The default is `critical`. -- `--components-path`: Specifies the path to the directory containing custom components. Can be set using the `LANGFLOW_COMPONENTS_PATH` environment variable. The default is `langflow/components`. -- `--log-file`: Specifies the path to the log file. Can be set using the `LANGFLOW_LOG_FILE` environment variable. The default is `logs/langflow.log`. -- `--cache`: Selects the type of cache to use. Options are `InMemoryCache` and `SQLiteCache`. Can be set using the `LANGFLOW_LANGCHAIN_CACHE` environment variable. The default is `SQLiteCache`. -- `--dev/--no-dev`: Toggles the development mode. The default is `no-dev`. -- `--path`: Specifies the path to the frontend directory containing build files. This option is for development purposes only. Can be set using the `LANGFLOW_FRONTEND_PATH` environment variable. -- `--open-browser/--no-open-browser`: Toggles the option to open the browser after starting the server. Can be set using the `LANGFLOW_OPEN_BROWSER` environment variable. The default is `open-browser`. -- `--remove-api-keys/--no-remove-api-keys`: Toggles the option to remove API keys from the projects saved in the database. Can be set using the `LANGFLOW_REMOVE_API_KEYS` environment variable. The default is `no-remove-api-keys`. -- `--install-completion [bash|zsh|fish|powershell|pwsh]`: Installs completion for the specified shell. -- `--show-completion [bash|zsh|fish|powershell|pwsh]`: Shows completion for the specified shell, allowing you to copy it or customize the installation. -- `--backend-only`: This parameter, with a default value of `False`, allows running only the backend server without the frontend. It can also be set using the `LANGFLOW_BACKEND_ONLY` environment variable. -- `--store`: This parameter, with a default value of `True`, enables the store features, use `--no-store` to deactivate it. It can be configured using the `LANGFLOW_STORE` environment variable. - -These parameters are important for users who need to customize the behavior of Langflow, especially in development or specialized deployment scenarios. - -### Environment Variables - -You can configure many of the CLI options using environment variables. These can be exported in your operating system or added to a `.env` file and loaded using the `--env-file` option. - -A sample `.env` file named `.env.example` is included with the project. Copy this file to a new file named `.env` and replace the example values with your actual settings. If you're setting values in both your OS and the `.env` file, the `.env` settings will take precedence. - -# 👋 Contribute - -We welcome contributions from developers of all levels to our open-source project on GitHub. If you'd like to contribute, please check our [contributing guidelines](./CONTRIBUTING.md) and help make Langflow more accessible. - ---- - -[![Star History Chart](https://api.star-history.com/svg?repos=langflow-ai/langflow&type=Timeline)](https://star-history.com/#langflow-ai/langflow&Date) - -# 🌟 Contributors - -[![langflow contributors](https://contrib.rocks/image?repo=langflow-ai/langflow)](https://github.com/langflow-ai/langflow/graphs/contributors) - -# 📄 License - -Langflow is released under the MIT License. See the [LICENSE](LICENSE) file for details. +RAGStack Langflow is released under the BUSL License. See the [LICENSE](LICENSE.md) file for details. diff --git a/poetry.lock b/poetry.lock index d143d5a1d398..30fb062a46f1 100644 --- a/poetry.lock +++ b/poetry.lock @@ -167,13 +167,12 @@ files = [ [[package]] name = "anthropic" -version = "0.27.0" +version = "0.28.0" description = "The official Python library for the anthropic API" optional = false python-versions = ">=3.7" files = [ - {file = "anthropic-0.27.0-py3-none-any.whl", hash = "sha256:c6e73035e910b3ff3f52853b15b42c5e99bf649ce0b510bd491a2c4befeda694"}, - {file = "anthropic-0.27.0.tar.gz", hash = "sha256:9a86671376d376c4e75981a5dc2dc9c81f8e277b38e9240b3c0a7f574b4cc2a6"}, + {file = "anthropic-0.28.0-py3-none-any.whl", hash = "sha256:2b620b21aee3d20c5d8005483c34df239d53ae895687113b26b8a36892a7e20f"}, ] [package.dependencies] @@ -472,17 +471,17 @@ files = [ [[package]] name = "boto3" -version = "1.34.115" +version = "1.34.116" description = "The AWS SDK for Python" optional = false python-versions = ">=3.8" files = [ - {file = "boto3-1.34.115-py3-none-any.whl", hash = "sha256:0a580de3d25364da5db26ecc7dde9438ee1be1e529a7c04cc96972b6e2258378"}, - {file = "boto3-1.34.115.tar.gz", hash = "sha256:67f5a6d6e6eff9c15711c265173b53eb4ad8d05b756b76ef33ac792cea7958f6"}, + {file = "boto3-1.34.116-py3-none-any.whl", hash = "sha256:e7f5ab2d1f1b90971a2b9369760c2c6bae49dae98c084a5c3f5c78e3968ace15"}, + {file = "boto3-1.34.116.tar.gz", hash = "sha256:53cb8aeb405afa1cd2b25421e27a951aeb568026675dec020587861fac96ac87"}, ] [package.dependencies] -botocore = ">=1.34.115,<1.35.0" +botocore = ">=1.34.116,<1.35.0" jmespath = ">=0.7.1,<2.0.0" s3transfer = ">=0.10.0,<0.11.0" @@ -491,13 +490,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"] [[package]] name = "botocore" -version = "1.34.115" +version = "1.34.116" description = "Low-level, data-driven core of boto 3." optional = false python-versions = ">=3.8" files = [ - {file = "botocore-1.34.115-py3-none-any.whl", hash = "sha256:15b8ad1ee0e9cd57884fb0bcaf3a9551d2552e44a02c2ffb55ec583eebdb888e"}, - {file = "botocore-1.34.115.tar.gz", hash = "sha256:a5d5e28b9c847b17a1ecb7660b46b83d9512b125f671e03e93d14bf6f0b274c2"}, + {file = "botocore-1.34.116-py3-none-any.whl", hash = "sha256:ec4d42c816e9b2d87a2439ad277e7dda16a4a614ef6839cf66f4c1a58afa547c"}, + {file = "botocore-1.34.116.tar.gz", hash = "sha256:269cae7ba99081519a9f87d7298e238d9e68ba94eb4f8ddfa906224c34cb8b6c"}, ] [package.dependencies] @@ -1549,6 +1548,24 @@ files = [ {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"}, ] +[[package]] +name = "deepdiff" +version = "7.0.1" +description = "Deep Difference and Search of any Python object/data. Recreate objects by adding adding deltas to each other." +optional = false +python-versions = ">=3.8" +files = [ + {file = "deepdiff-7.0.1-py3-none-any.whl", hash = "sha256:447760081918216aa4fd4ca78a4b6a848b81307b2ea94c810255334b759e1dc3"}, + {file = "deepdiff-7.0.1.tar.gz", hash = "sha256:260c16f052d4badbf60351b4f77e8390bee03a0b516246f6839bc813fb429ddf"}, +] + +[package.dependencies] +ordered-set = ">=4.1.0,<4.2.0" + +[package.extras] +cli = ["click (==8.1.7)", "pyyaml (==6.0.1)"] +optimize = ["orjson"] + [[package]] name = "defusedxml" version = "0.7.1" @@ -2072,6 +2089,17 @@ docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1 testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"] typing = ["typing-extensions (>=4.8)"] +[[package]] +name = "filetype" +version = "1.2.0" +description = "Infer file type and MIME type of any file/buffer. No external dependencies." +optional = false +python-versions = "*" +files = [ + {file = "filetype-1.2.0-py2.py3-none-any.whl", hash = "sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25"}, + {file = "filetype-1.2.0.tar.gz", hash = "sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb"}, +] + [[package]] name = "flaml" version = "2.1.2" @@ -2491,18 +2519,17 @@ examples = ["oauth2"] [[package]] name = "google-ai-generativelanguage" -version = "0.6.4" +version = "0.4.0" description = "Google Ai Generativelanguage API client library" optional = false python-versions = ">=3.7" files = [ - {file = "google-ai-generativelanguage-0.6.4.tar.gz", hash = "sha256:1750848c12af96cb24ae1c3dd05e4bfe24867dc4577009ed03e1042d8421e874"}, - {file = "google_ai_generativelanguage-0.6.4-py3-none-any.whl", hash = "sha256:730e471aa549797118fb1c88421ba1957741433ada575cf5dd08d3aebf903ab1"}, + {file = "google-ai-generativelanguage-0.4.0.tar.gz", hash = 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"Cristhian Zanforlin ", - "Gabriel Almeida ", - "Igor Carvalho ", - "Lucas Eduoli ", - "Otávio Anovazzi ", - "Rodrigo Nader ", -] -repository = "https://github.com/langflow-ai/langflow" -license = "MIT" +name = "ragstack-ai-langflow" +version = "0.0.5" +description = "RAGStack Langflow" +license = "BUSL-1.1" +authors = ["DataStax"] +repository = "https://github.com/datastax/ragstack-ai-langflow" readme = "README.md" keywords = ["nlp", "langchain", "openai", "gpt", "gui"] packages = [{ include = "langflow", from = "src/backend" }] include = ["src/backend/langflow/*", "src/backend/langflow/**/*"] -documentation = "https://docs.langflow.org" +documentation = "https://docs.datastax.com/en/ragstack" [tool.poetry.scripts] langflow = "langflow.__main__:main" @@ -26,7 +17,7 @@ langflow = "langflow.__main__:main" [tool.poetry.dependencies] python = ">=3.10,<3.13" -langflow-base = { path = "./src/backend/base", develop = true } +ragstack-ai-langflow-base = "0.0.5" beautifulsoup4 = "^4.12.2" google-search-results = "^2.4.1" google-api-python-client = "^2.130.0" @@ -65,7 +56,7 @@ numexpr = "^2.8.6" qianfan = "0.3.5" pgvector = "^0.2.3" pyautogen = "^0.2.0" -langchain-google-genai = "^1.0.1" +langchain-google-genai = "^0.0.11" langchain-cohere = "^0.1.0rc1" elasticsearch = "^8.12.0" pytube = "^15.0.0" @@ -77,7 +68,7 @@ langchain-anthropic = "^0.1.6" langchain-astradb = "^0.3.0" langchain-openai = "^0.1.1" zep-python = { version = "^2.0.0rc5", allow-prereleases = true } -langchain-google-vertexai = "^1.0.3" +langchain-google-vertexai = "^1.0.1" langchain-groq = "^0.1.3" langchain-pinecone = "^0.1.0" langchain-mistralai = "^0.1.6" @@ -89,6 +80,7 @@ upstash-vector = "^0.4.0" [tool.poetry.group.dev.dependencies] +ragstack-ai-langflow-base = { path = "./src/backend/base", develop = true } types-redis = "^4.6.0.5" ipykernel = "^6.29.0" mypy = "^1.10.0" diff --git a/ragstack/RELEASE.md b/ragstack/RELEASE.md new file mode 100644 index 000000000000..5f578bdf0b17 --- /dev/null +++ b/ragstack/RELEASE.md @@ -0,0 +1,31 @@ +# Release RAGStack Langflow packages + +The main package `ragstack-ai-langflow` depends on `ragstack-ai-langflow-base` and the version is pinned. +This implies that every release of `ragstack-ai-langflow-base` will also need a release of `ragstack-ai-langflow`. + +## Release `ragstack-ai-langflow-base` + +- Run the release script: + ```shell + ./ragstack/ragstack-release.sh 0.0.2 ragstack-ai-langflow-base + ``` + The script will take care of updating the version in `ragstack-ai-langflow-base` and pushing the changes to the repository. CI will automatically release the package on PyPI. + +## Release `ragstack-ai-langflow` + +- Update the `ragstack-ai-langflow-base` version under the `[ttol.poetry.dependencies]` in the `pyproject.toml` file. +- Run `poetry lock` and open a PR to trigger the tests. Once merged, proceed with the next steps. +- Run the release script: + ```shell + ./ragstack/ragstack-release.sh 0.0.2 ragstack-ai-langflow + ``` + The script will take care of updating the version in `ragstack-ai-langflow` and pushing the changes to the repository. CI will automatically release the package on PyPI. + +### Error + +You can re-run the the release job for this error. It's because the size of the package sometime cannot be uploaded properly. + +``` + - Uploading ragstack_ai_langflow-0.0.5-py3-none-any.whl 100% +HTTP Error 400: The digest supplied does not match a digest calculated from the uploaded file. | b'\n \n 400 The digest supplied does not match a digest calculated from the uploaded file.\n \n <body>\n <h1>400 The digest supplied does not match a digest calculated from the uploaded file.\n The server could not comply with the request since it is either malformed or otherwise incorrect.<br/><br/>\nThe digest supplied does not match a digest calculated from the uploaded file.\n\n\n \n' +``` diff --git a/ragstack/docker/backend/Dockerfile b/ragstack/docker/backend/Dockerfile new file mode 100644 index 000000000000..233380142e6a --- /dev/null +++ b/ragstack/docker/backend/Dockerfile @@ -0,0 +1,39 @@ +FROM python:3.11-slim-bookworm as builder +RUN pip install poetry==1.7.1 + +ENV POETRY_VIRTUALENVS_IN_PROJECT=1 +ENV POETRY_VIRTUALENVS_CREATE=1 +ENV POETRY_CACHE_DIR=/tmp/poetry_cache + +ARG DEBIAN_FRONTEND=noninteractive +RUN echo 'Acquire::http::Timeout "30";\nAcquire::http::ConnectionAttemptDelayMsec "2000";\nAcquire::https::Timeout "30";\nAcquire::https::ConnectionAttemptDelayMsec "2000";\nAcquire::ftp::Timeout "30";\nAcquire::ftp::ConnectionAttemptDelayMsec "2000";\nAcquire::Retries "15";' > /etc/apt/apt.conf.d/99timeout_and_retries \ + && apt-get update && apt-get -y dist-upgrade && apt-get -y install gcc +RUN mkdir /app +COPY pyproject.toml poetry.lock* README* /app/ + +COPY src/backend /app/src/backend + +RUN cd /app && poetry install --no-interaction --no-ansi -E deploy + +FROM python:3.11-slim-bookworm as runtime + +LABEL org.opencontainers.image.title=ragstack-ai-langflow +LABEL org.opencontainers.image.version=0.0.2 +LABEL org.opencontainers.image.authors=['DataStax'] +LABEL org.opencontainers.image.licenses=BUSL-1.1 +LABEL org.opencontainers.image.url=https://github.com/datastax/ragstack-ai-langflow +LABEL org.opencontainers.image.source=https://github.com/datastax/ragstack-ai-langflow + +# Update package list and install curl +RUN apt-get update && apt-get install -y curl && rm -rf /var/lib/apt/lists/* + +ENV PATH="/app/.venv/bin:$PATH" +ENV PYTHONUNBUFFERED=1 + +RUN useradd ragstack -u 10000 -g 0 --no-create-home --home-dir /app/data +USER 10000 + +WORKDIR /app +COPY --from=builder --chown=10000 /app/ /app/ + +ENV LANGFLOW_DATABASE_URL=sqlite:///$HOME/app/langflow.db diff --git a/ragstack/docker/build-backend.sh b/ragstack/docker/build-backend.sh new file mode 100755 index 000000000000..92bf2024eda1 --- /dev/null +++ b/ragstack/docker/build-backend.sh @@ -0,0 +1,7 @@ +#!/bin/bash +set -e +RAGSTACK_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )"/.. >/dev/null 2>&1 && pwd )" +cd $RAGSTACK_DIR/docker/backend +echo "Building backend image" +docker build -t ragstack-ai-langflow-backend:latest -f Dockerfile ../../.. +echo "Done ragstack-ai-langflow-backend:latest " \ No newline at end of file diff --git a/ragstack/docker/build-frontend.sh b/ragstack/docker/build-frontend.sh new file mode 100755 index 000000000000..3e8781e3b05b --- /dev/null +++ b/ragstack/docker/build-frontend.sh @@ -0,0 +1,14 @@ +#!/bin/bash +set -e +VERSION=$1 +if [ -z "$VERSION" ]; then + echo "Usage: $0 <ragstack-ai-langflow pip version>" + exit 1 +fi +RAGSTACK_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )"/.. >/dev/null 2>&1 && pwd )" +cd $RAGSTACK_DIR/docker/frontend +echo "Building frontend image" +docker build -t ragstack-ai-langflow-frontend:latest --build-arg RAGSTACK_AI_LANGFLOW_VERSION=$VERSION . +echo "Done ragstack-ai-langflow-frontend:latest" + + diff --git a/ragstack/docker/docker-compose.yml b/ragstack/docker/docker-compose.yml new file mode 100644 index 000000000000..99657fb77fae --- /dev/null +++ b/ragstack/docker/docker-compose.yml @@ -0,0 +1,37 @@ +version: "3" +networks: + langflow: + +services: + backend: + image: ghcr.io/datastax/ragstack-ai-langflow-backend:latest + ports: + - "7860:7860" + networks: + - langflow + command: + - langflow + - run + - --host + - 0.0.0.0 + - --backend-only + - --log-level + - info + - --workers + - "1" + restart: on-failure + frontend: + image: ghcr.io/datastax/ragstack-ai-langflow-frontend:latest + build: + context: ./frontend + args: + RAGSTACK_AI_LANGFLOW_VERSION: 0.0.2 + depends_on: + - backend + environment: + BACKEND_URL: http://backend:7860 + ports: + - "80:80" + restart: on-failure + networks: + - langflow diff --git a/ragstack/docker/frontend/Dockerfile b/ragstack/docker/frontend/Dockerfile new file mode 100644 index 000000000000..f8e9c1dfa947 --- /dev/null +++ b/ragstack/docker/frontend/Dockerfile @@ -0,0 +1,12 @@ +FROM python:3.11-slim as builder +ARG RAGSTACK_AI_LANGFLOW_VERSION +RUN pip install --no-cache-dir ragstack-ai-langflow-base==$RAGSTACK_AI_LANGFLOW_VERSION --no-deps +RUN pip show ragstack-ai-langflow-base | grep Location | cut -d ' ' -f 2 | xargs -I {} cp -r {}/langflow/frontend /tmp/frontend + + +FROM nginxinc/nginx-unprivileged:stable-bookworm-perl +COPY --from=builder --chown=nginx /tmp/frontend /usr/share/nginx/html +COPY --chown=nginx /nginx.conf /etc/nginx/conf.d/default.conf +COPY --chown=nginx start-nginx.sh /start-nginx.sh +RUN chmod +x /start-nginx.sh +CMD ["/start-nginx.sh"] diff --git a/ragstack/docker/frontend/nginx.conf b/ragstack/docker/frontend/nginx.conf new file mode 100644 index 000000000000..dce094f8658b --- /dev/null +++ b/ragstack/docker/frontend/nginx.conf @@ -0,0 +1,25 @@ +server { + gzip on; + gzip_comp_level 2; + gzip_min_length 1000; + gzip_types text/xml text/css; + gzip_http_version 1.1; + gzip_vary on; + gzip_disable "MSIE [4-6] \."; + + listen 80; + + location / { + root /usr/share/nginx/html; + index index.html index.htm; + try_files $uri $uri/ /index.html =404; + } + location /api { + proxy_pass __BACKEND_URL__; + } + location /health { + proxy_pass __BACKEND_URL__; + } + + include /etc/nginx/extra-conf.d/*.conf; +} diff --git a/ragstack/docker/frontend/start-nginx.sh b/ragstack/docker/frontend/start-nginx.sh new file mode 100644 index 000000000000..6a2d034b4af9 --- /dev/null +++ b/ragstack/docker/frontend/start-nginx.sh @@ -0,0 +1,12 @@ +#!/bin/sh + +if [ -z "$BACKEND_URL" ]; then + echo "BACKEND_URL is not set" + exit 1 +fi +sed -i "s|__BACKEND_URL__|$BACKEND_URL|g" /etc/nginx/conf.d/default.conf +cat /etc/nginx/conf.d/default.conf + + +# Start nginx +exec nginx -g 'daemon off;' diff --git a/ragstack/libs/core/.env.template b/ragstack/libs/core/.env.template new file mode 100644 index 000000000000..3e1046a04215 --- /dev/null +++ b/ragstack/libs/core/.env.template @@ -0,0 +1,6 @@ +# Astra +# ASTRA_DB_APPLICATION_TOKEN=AstraCS:your_token +# ASTRA_DB_API_ENDPOINT=https://your_db_id-your_region.apps.astra.datastax.com + +# OpenAI +# OPENAI_API_KEY=sk-your_openai_key \ No newline at end of file diff --git a/ragstack/libs/core/Makefile b/ragstack/libs/core/Makefile new file mode 100644 index 000000000000..4e1a74bf57f5 --- /dev/null +++ b/ragstack/libs/core/Makefile @@ -0,0 +1,23 @@ +.PHONY: format lint test integ_test + +test: integ_test + +integ_test: + poetry run pytest tests/integration_tests --instafail $(args) + +format: + poetry run ruff check tests --fix + poetry run ruff format tests + +lint: + poetry run mypy --namespace-packages -p tests.integration_tests + +codespell: + @poetry install --with spelling + poetry run codespell --toml pyproject.toml + +fix_codespell: + @poetry install --with spelling + poetry run codespell --toml pyproject.toml --write + + diff --git a/ragstack/libs/core/README.md b/ragstack/libs/core/README.md new file mode 100644 index 000000000000..9fc146a15ba2 --- /dev/null +++ b/ragstack/libs/core/README.md @@ -0,0 +1,5 @@ +# RAGStack Langflow + +## Documentation + +[DataStax RAGStack Documentation](https://docs.datastax.com/en/ragstack/docs/index.html) diff --git a/ragstack/libs/core/poetry.lock b/ragstack/libs/core/poetry.lock new file mode 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Available files: {list(data_path.iterdir())}" + + +LOGGER = logging.getLogger(__name__) +DIR_PATH = os.path.dirname(os.path.abspath(__file__)) + + +def _load_env() -> None: + dotenv_path = os.path.join(DIR_PATH, os.pardir, ".env") + if os.path.exists(dotenv_path): + from dotenv import load_dotenv + + load_dotenv(dotenv_path) + + +_load_env() + + +def get_env_var(name: str) -> str: + value = os.getenv(name) + if not value: + LOGGER.warning(f"Missing environment variable: {name}") + pytest.skip(f"Missing environment variable: {name}") + + return value + + +class MockEmbeddings(Embeddings): + def __init__(self): + self.embedded_documents = None + self.embedded_query = None + + @staticmethod + def mock_embedding(text: str): + return [len(text) / 2, len(text) / 5, len(text) / 10] + + def embed_documents(self, texts: list[str]) -> list[list[float]]: + self.embedded_documents = texts + return [self.mock_embedding(text) for text in texts] + + def embed_query(self, text: str) -> list[float]: + self.embedded_query = text + return self.mock_embedding(text) + + +@pytest.fixture +def embedding_flow() -> str: + with open(pytest.EMBEDDING_PATH, "r") as f: + return f.read() + + +@pytest.fixture +def vector_store_search_flow() -> str: + with open(pytest.VECTOR_STORE_SEARCH_PATH, "r") as f: + return f.read() + + +@pytest.fixture +def astradb_component() -> Callable: + from langflow.components.vectorstores import AstraDBVectorStoreComponent + + def component_builder( + collection: str, + embedding: Optional[Embeddings] = None, + inputs: Optional[list] = None, + ): + if embedding is None: + embedding = MockEmbeddings() + + if inputs is None: + inputs = [] + + token = get_env_var("ASTRA_DB_APPLICATION_TOKEN") + api_endpoint = get_env_var("ASTRA_DB_API_ENDPOINT") + return AstraDBVectorStoreComponent().build( + embedding=embedding, + collection_name=collection, + inputs=inputs, + token=token, + api_endpoint=api_endpoint, + ) + + return component_builder diff --git a/ragstack/libs/core/tests/integration_tests/data/embedding.json b/ragstack/libs/core/tests/integration_tests/data/embedding.json new file mode 100644 index 000000000000..13c68f0d7683 --- /dev/null +++ b/ragstack/libs/core/tests/integration_tests/data/embedding.json @@ -0,0 +1,1188 @@ +{ + "id": "36526260-1170-4e36-9b14-97b94e45e335", + "data": { + "nodes": [ + { + "id": "AstraDB-s9tdG", + "type": "genericNode", + "position": { "x": 959.7196993828181, "y": -6.456484449334255 }, + "data": { + "type": "AstraDB", + "node": { + "template": { + "embedding": { + "type": "Embeddings", + "required": true, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "embedding", + "display_name": "Embedding", + "advanced": false, + "dynamic": false, + "info": "Embedding to use", + "load_from_db": false, + "title_case": false + }, + "inputs": { + "type": "Record", + "required": false, + "placeholder": "", + "list": true, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "inputs", + "display_name": "Inputs", + "advanced": false, + "dynamic": false, + "info": "Optional list of records to be processed and stored in the vector store.", + "load_from_db": false, + "title_case": false + }, + "api_endpoint": { + "type": "str", + "required": true, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "api_endpoint", + "display_name": "API Endpoint", + "advanced": false, + "dynamic": false, + "info": "API endpoint URL for the Astra DB service.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "batch_size": { + "type": "int", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "batch_size", + "display_name": "Batch Size", + "advanced": true, + "dynamic": false, + "info": "Optional number of records to process in a single batch.", + "load_from_db": false, + "title_case": false + }, + "bulk_delete_concurrency": { + "type": "int", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "bulk_delete_concurrency", + "display_name": "Bulk Delete Concurrency", + "advanced": true, + "dynamic": false, + "info": "Optional concurrency level for bulk delete operations.", + "load_from_db": false, + "title_case": false + }, + "bulk_insert_batch_concurrency": { + "type": "int", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "bulk_insert_batch_concurrency", + "display_name": "Bulk Insert Batch Concurrency", + "advanced": true, + "dynamic": false, + "info": "Optional concurrency level for bulk insert operations.", + "load_from_db": false, + "title_case": false + }, + "bulk_insert_overwrite_concurrency": { + "type": "int", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "bulk_insert_overwrite_concurrency", + "display_name": "Bulk Insert Overwrite Concurrency", + "advanced": true, + "dynamic": false, + "info": "Optional concurrency level for bulk insert operations that overwrite existing records.", + "load_from_db": false, + "title_case": false + }, + "code": { + "type": "code", + "required": true, + "placeholder": "", + "list": false, + "show": true, + "multiline": true, + "value": "from typing import List, Optional, Union\n\nfrom langchain.schema import BaseRetriever\nfrom langchain_astradb import AstraDBVectorStore\nfrom langchain_astradb.utils.astradb import SetupMode\n\nfrom langflow.custom import CustomComponent\nfrom langflow.field_typing import Embeddings, VectorStore\nfrom langflow.schema import Record\n\n\nclass AstraDBVectorStoreComponent(CustomComponent):\n display_name = \"Astra DB\"\n description = \"Builds or loads an Astra DB Vector Store.\"\n icon = \"AstraDB\"\n field_order = [\"token\", \"api_endpoint\", \"collection_name\", \"inputs\", \"embedding\"]\n\n def build_config(self):\n return {\n \"inputs\": {\n \"display_name\": \"Inputs\",\n \"info\": \"Optional list of records to be processed and stored in the vector store.\",\n },\n \"embedding\": {\"display_name\": \"Embedding\", \"info\": \"Embedding to use\"},\n \"collection_name\": {\n \"display_name\": \"Collection Name\",\n \"info\": \"The name of the collection within Astra DB where the vectors will be stored.\",\n },\n \"token\": {\n \"display_name\": \"Token\",\n \"info\": \"Authentication token for accessing Astra DB.\",\n \"password\": True,\n },\n \"api_endpoint\": {\n \"display_name\": \"API Endpoint\",\n \"info\": \"API endpoint URL for the Astra DB service.\",\n },\n \"namespace\": {\n \"display_name\": \"Namespace\",\n \"info\": \"Optional namespace within Astra DB to use for the collection.\",\n \"advanced\": True,\n },\n \"metric\": {\n \"display_name\": \"Metric\",\n \"info\": \"Optional distance metric for vector comparisons in the vector store.\",\n \"advanced\": True,\n },\n \"batch_size\": {\n \"display_name\": \"Batch Size\",\n \"info\": \"Optional number of records to process in a single batch.\",\n \"advanced\": True,\n },\n \"bulk_insert_batch_concurrency\": {\n \"display_name\": \"Bulk Insert Batch Concurrency\",\n \"info\": \"Optional concurrency level for bulk insert operations.\",\n \"advanced\": True,\n },\n \"bulk_insert_overwrite_concurrency\": {\n \"display_name\": \"Bulk Insert Overwrite Concurrency\",\n \"info\": \"Optional concurrency level for bulk insert operations that overwrite existing records.\",\n \"advanced\": True,\n },\n \"bulk_delete_concurrency\": {\n \"display_name\": \"Bulk Delete Concurrency\",\n \"info\": \"Optional concurrency level for bulk delete operations.\",\n \"advanced\": True,\n },\n \"setup_mode\": {\n \"display_name\": \"Setup Mode\",\n \"info\": \"Configuration mode for setting up the vector store, with options like “Sync”, “Async”, or “Off”.\",\n \"options\": [\"Sync\", \"Async\", \"Off\"],\n \"advanced\": True,\n },\n \"pre_delete_collection\": {\n \"display_name\": \"Pre Delete Collection\",\n \"info\": \"Boolean flag to determine whether to delete the collection before creating a new one.\",\n \"advanced\": True,\n },\n \"metadata_indexing_include\": {\n \"display_name\": \"Metadata Indexing Include\",\n \"info\": \"Optional list of metadata fields to include in the indexing.\",\n \"advanced\": True,\n },\n \"metadata_indexing_exclude\": {\n \"display_name\": \"Metadata Indexing Exclude\",\n \"info\": \"Optional list of metadata fields to exclude from the indexing.\",\n \"advanced\": True,\n },\n \"collection_indexing_policy\": {\n \"display_name\": \"Collection Indexing Policy\",\n \"info\": \"Optional dictionary defining the indexing policy for the collection.\",\n \"advanced\": True,\n },\n }\n\n def build(\n self,\n embedding: Embeddings,\n token: str,\n api_endpoint: str,\n collection_name: str,\n inputs: Optional[List[Record]] = None,\n namespace: Optional[str] = None,\n metric: Optional[str] = None,\n batch_size: Optional[int] = None,\n bulk_insert_batch_concurrency: Optional[int] = None,\n bulk_insert_overwrite_concurrency: Optional[int] = None,\n bulk_delete_concurrency: Optional[int] = None,\n setup_mode: str = \"Sync\",\n pre_delete_collection: bool = False,\n metadata_indexing_include: Optional[List[str]] = None,\n metadata_indexing_exclude: Optional[List[str]] = None,\n collection_indexing_policy: Optional[dict] = None,\n ) -> Union[VectorStore, BaseRetriever]:\n try:\n setup_mode_value = SetupMode[setup_mode.upper()]\n except KeyError:\n raise ValueError(f\"Invalid setup mode: {setup_mode}\")\n if inputs:\n documents = [_input.to_lc_document() for _input in inputs]\n\n vector_store = AstraDBVectorStore.from_documents(\n documents=documents,\n embedding=embedding,\n collection_name=collection_name,\n token=token,\n api_endpoint=api_endpoint,\n namespace=namespace,\n metric=metric,\n batch_size=batch_size,\n bulk_insert_batch_concurrency=bulk_insert_batch_concurrency,\n bulk_insert_overwrite_concurrency=bulk_insert_overwrite_concurrency,\n bulk_delete_concurrency=bulk_delete_concurrency,\n setup_mode=setup_mode_value,\n pre_delete_collection=pre_delete_collection,\n metadata_indexing_include=metadata_indexing_include,\n metadata_indexing_exclude=metadata_indexing_exclude,\n collection_indexing_policy=collection_indexing_policy,\n )\n else:\n vector_store = AstraDBVectorStore(\n embedding=embedding,\n collection_name=collection_name,\n token=token,\n api_endpoint=api_endpoint,\n namespace=namespace,\n metric=metric,\n batch_size=batch_size,\n bulk_insert_batch_concurrency=bulk_insert_batch_concurrency,\n bulk_insert_overwrite_concurrency=bulk_insert_overwrite_concurrency,\n bulk_delete_concurrency=bulk_delete_concurrency,\n setup_mode=setup_mode_value,\n pre_delete_collection=pre_delete_collection,\n metadata_indexing_include=metadata_indexing_include,\n metadata_indexing_exclude=metadata_indexing_exclude,\n collection_indexing_policy=collection_indexing_policy,\n )\n\n return vector_store\n", + "fileTypes": [], + "file_path": "", + "password": false, + "name": "code", + "advanced": true, + "dynamic": true, + "info": "", + "load_from_db": false, + "title_case": false + }, + "collection_indexing_policy": { + "type": "dict", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "collection_indexing_policy", + "display_name": "Collection Indexing Policy", + "advanced": true, + "dynamic": false, + "info": "Optional dictionary defining the indexing policy for the collection.", + "load_from_db": false, + "title_case": false + }, + "collection_name": { + "type": "str", + "required": true, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "collection_name", + "display_name": "Collection Name", + "advanced": false, + "dynamic": false, + "info": "The name of the collection within Astra DB where the vectors will be stored.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"], + "value": "test" + }, + "metadata_indexing_exclude": { + "type": "str", + "required": false, + "placeholder": "", + "list": true, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "metadata_indexing_exclude", + "display_name": "Metadata Indexing Exclude", + "advanced": true, + "dynamic": false, + "info": "Optional list of metadata fields to exclude from the indexing.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "metadata_indexing_include": { + "type": "str", + "required": false, + "placeholder": "", + "list": true, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "metadata_indexing_include", + "display_name": "Metadata Indexing Include", + "advanced": true, + "dynamic": false, + "info": "Optional list of metadata fields to include in the indexing.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "metric": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "metric", + "display_name": "Metric", + "advanced": true, + "dynamic": false, + "info": "Optional distance metric for vector comparisons in the vector store.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "namespace": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "namespace", + "display_name": "Namespace", + "advanced": true, + "dynamic": false, + "info": "Optional namespace within Astra DB to use for the collection.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "pre_delete_collection": { + "type": "bool", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "pre_delete_collection", + "display_name": "Pre Delete Collection", + "advanced": true, + "dynamic": false, + "info": "Boolean flag to determine whether to delete the collection before creating a new one.", + "load_from_db": false, + "title_case": false + }, + "setup_mode": { + "type": "str", + "required": false, + "placeholder": "", + "list": true, + "show": true, + "multiline": false, + "value": "Sync", + "fileTypes": [], + "file_path": "", + "password": false, + "options": ["Sync", "Async", "Off"], + "name": "setup_mode", + "display_name": "Setup Mode", + "advanced": true, + "dynamic": false, + "info": "Configuration mode for setting up the vector store, with options like “Sync”, “Async”, or “Off”.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "token": { + "type": "str", + "required": true, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": true, + "name": "token", + "display_name": "Token", + "advanced": false, + "dynamic": false, + "info": "Authentication token for accessing Astra DB.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "_type": "CustomComponent" + }, + "description": "Builds or loads an Astra DB Vector Store.", + "icon": "AstraDB", + "base_classes": [ + "BaseRetriever", + "Generic", + "object", + "Runnable", + "RunnableSerializable", + "Serializable", + "VectorStore" + ], + "display_name": "Astra DB", + "documentation": "", + "custom_fields": { + "embedding": null, + "token": null, + "api_endpoint": null, + "collection_name": null, + "inputs": null, + "namespace": null, + "metric": null, + "batch_size": null, + "bulk_insert_batch_concurrency": null, + "bulk_insert_overwrite_concurrency": null, + "bulk_delete_concurrency": null, + "setup_mode": null, + "pre_delete_collection": null, + "metadata_indexing_include": null, + "metadata_indexing_exclude": null, + "collection_indexing_policy": null + }, + "output_types": ["VectorStore", "BaseRetriever"], + "field_formatters": {}, + "frozen": false, + "field_order": [ + "token", + "api_endpoint", + "collection_name", + "inputs", + "embedding" + ], + "beta": false + }, + "id": "AstraDB-s9tdG" + }, + "selected": true, + "width": 384, + "height": 573, + "positionAbsolute": { "x": 959.7196993828181, "y": -6.456484449334255 }, + "dragging": false + }, + { + "id": "SplitText-v9ZHX", + "type": "genericNode", + "position": { "x": 335.65599520728836, "y": -244.00007160600606 }, + "data": { + "type": "SplitText", + "node": { + "template": { + "inputs": { + "type": "str", + "required": true, + "placeholder": "", + "list": true, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "inputs", + "display_name": "Inputs", + "advanced": false, + "input_types": ["Record", "Text"], + "dynamic": false, + "info": "Texts to split.", + "load_from_db": false, + "title_case": false + }, + "chunk_overlap": { + "type": "int", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": 200, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "chunk_overlap", + "display_name": "Chunk Overlap", + "advanced": false, + "dynamic": false, + "info": "The amount of character overlap between chunks.", + "load_from_db": false, + "title_case": false + }, + "chunk_size": { + "type": "int", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": 1000, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "chunk_size", + "display_name": "Max Chunk Size", + "advanced": false, + "dynamic": false, + "info": "The maximum length (in number of characters) of each chunk.", + "load_from_db": false, + "title_case": false + }, + "code": { + "type": "code", + "required": true, + "placeholder": "", + "list": false, + "show": true, + "multiline": true, + "value": "from typing import Optional, Union\n\nfrom langchain.text_splitter import CharacterTextSplitter, RecursiveCharacterTextSplitter\nfrom langchain_core.documents import Document\n\nfrom langflow.field_typing import Text\nfrom langflow.interface.custom.custom_component import CustomComponent\nfrom langflow.schema import Record\nfrom langflow.utils.util import unescape_string\n\n\nclass SplitTextComponent(CustomComponent):\n display_name: str = \"Split Text\"\n description: str = \"Split text into chunks of a specified length.\"\n\n def build_config(self):\n return {\n \"inputs\": {\n \"display_name\": \"Inputs\",\n \"info\": \"Texts to split.\",\n \"input_types\": [\"Record\", \"Text\"],\n },\n \"separators\": {\n \"display_name\": \"Separators\",\n \"info\": 'The characters to split on. Defaults to [\" \"].',\n \"is_list\": True,\n },\n \"chunk_size\": {\n \"display_name\": \"Max Chunk Size\",\n \"info\": \"The maximum length (in number of characters) of each chunk.\",\n \"field_type\": \"int\",\n \"value\": 1000,\n },\n \"chunk_overlap\": {\n \"display_name\": \"Chunk Overlap\",\n \"info\": \"The amount of character overlap between chunks.\",\n \"field_type\": \"int\",\n \"value\": 200,\n },\n \"recursive\": {\n \"display_name\": \"Recursive\",\n },\n \"code\": {\"show\": False},\n }\n\n def build(\n self,\n inputs: list[Text],\n separators: Optional[list[str]] = [\" \"],\n chunk_size: Optional[int] = 1000,\n chunk_overlap: Optional[int] = 200,\n recursive: bool = False,\n ) -> list[Record]:\n if separators is None:\n separators = []\n separators = [unescape_string(x) for x in separators]\n\n # Make sure chunk_size and chunk_overlap are ints\n if isinstance(chunk_size, str):\n chunk_size = int(chunk_size)\n if isinstance(chunk_overlap, str):\n chunk_overlap = int(chunk_overlap)\n splitter: Optional[Union[CharacterTextSplitter, RecursiveCharacterTextSplitter]] = None\n if recursive:\n splitter = RecursiveCharacterTextSplitter(\n separators=separators,\n chunk_size=chunk_size,\n chunk_overlap=chunk_overlap,\n )\n\n else:\n splitter = CharacterTextSplitter(\n separator=separators[0],\n chunk_size=chunk_size,\n chunk_overlap=chunk_overlap,\n )\n\n documents = []\n for _input in inputs:\n if isinstance(_input, Record):\n documents.append(_input.to_lc_document())\n else:\n documents.append(Document(page_content=_input))\n\n records = self.to_records(splitter.split_documents(documents))\n self.status = records\n return records\n", + "fileTypes": [], + "file_path": "", + "password": false, + "name": "code", + "advanced": true, + "dynamic": true, + "info": "", + "load_from_db": false, + "title_case": false + }, + "recursive": { + "type": "bool", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": true, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "recursive", + "display_name": "Recursive", + "advanced": false, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false + }, + "separators": { + "type": "str", + "required": false, + "placeholder": "", + "list": true, + "show": true, + "multiline": false, + "value": [" "], + "fileTypes": [], + "file_path": "", + "password": false, + "name": "separators", + "display_name": "Separators", + "advanced": false, + "dynamic": false, + "info": "The characters to split on. Defaults to [\" \"].", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "_type": "CustomComponent" + }, + "description": "Split text into chunks of a specified length.", + "base_classes": ["Record"], + "display_name": "Split Text", + "documentation": "", + "custom_fields": { + "inputs": null, + "separators": null, + "chunk_size": null, + "chunk_overlap": null, + "recursive": null + }, + "output_types": ["Record"], + "field_formatters": {}, + "frozen": false, + "field_order": [], + "beta": false + }, + "id": "SplitText-v9ZHX" + }, + "selected": false, + "width": 384, + "height": 615, + "positionAbsolute": { + "x": 335.65599520728836, + "y": -244.00007160600606 + }, + "dragging": false + }, + { + "id": "URL-vWSxt", + "type": "genericNode", + "position": { "x": -188.93589376367288, "y": 186.63506113135008 }, + "data": { + "type": "URL", + "node": { + "template": { + "code": { + "type": "code", + "required": true, + "placeholder": "", + "list": false, + "show": true, + "multiline": true, + "value": "from typing import Any, Dict\n\nfrom langchain_community.document_loaders.web_base import WebBaseLoader\n\nfrom langflow.interface.custom.custom_component import CustomComponent\nfrom langflow.schema import Record\n\n\nclass URLComponent(CustomComponent):\n display_name = \"URL\"\n description = \"Fetch content from one or more URLs.\"\n icon = \"layout-template\"\n\n def build_config(self) -> Dict[str, Any]:\n return {\n \"urls\": {\"display_name\": \"URL\"},\n }\n\n def build(\n self,\n urls: list[str],\n ) -> list[Record]:\n loader = WebBaseLoader(web_paths=urls)\n docs = loader.load()\n records = self.to_records(docs)\n self.status = records\n return records\n", + "fileTypes": [], + "file_path": "", + "password": false, + "name": "code", + "advanced": true, + "dynamic": true, + "info": "", + "load_from_db": false, + "title_case": false + }, + "urls": { + "type": "str", + "required": true, + "placeholder": "", + "list": true, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "urls", + "display_name": "URL", + "advanced": false, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"], + "value": [ + "http://docs.langflow.org/examples/how-upload-examples" + ] + }, + "_type": "CustomComponent" + }, + "description": "Fetch content from one or more URLs.", + "icon": "layout-template", + "base_classes": ["Record"], + "display_name": "URL", + "documentation": "", + "custom_fields": { "urls": null }, + "output_types": ["Record"], + "field_formatters": {}, + "frozen": false, + "field_order": [], + "beta": false + }, + "id": "URL-vWSxt" + }, + "selected": false, + "width": 384, + "height": 281, + "positionAbsolute": { + "x": -188.93589376367288, + "y": 186.63506113135008 + }, + "dragging": false + }, + { + "id": "OpenAIEmbeddings-YQwtD", + "type": "genericNode", + "position": { "x": 351.3154545795559, "y": 445.0161407737638 }, + "data": { + "type": "OpenAIEmbeddings", + "node": { + "template": { + "allowed_special": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": [], + "fileTypes": [], + "file_path": "", + "password": false, + "name": "allowed_special", + "display_name": "Allowed Special", + "advanced": true, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "chunk_size": { + "type": "int", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": 1000, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "chunk_size", + "display_name": "Chunk Size", + "advanced": true, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false + }, + "client": { + "type": "Any", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "client", + "display_name": "Client", + "advanced": true, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false + }, + "code": { + "type": "code", + "required": true, + "placeholder": "", + "list": false, + "show": true, + "multiline": true, + "value": "from typing import Any, Dict, List, Optional\n\nfrom langchain_openai.embeddings.base import OpenAIEmbeddings\nfrom pydantic.v1 import SecretStr\n\nfrom langflow.field_typing import Embeddings, NestedDict\nfrom langflow.interface.custom.custom_component import CustomComponent\n\n\nclass OpenAIEmbeddingsComponent(CustomComponent):\n display_name = \"OpenAI Embeddings\"\n description = \"Generate embeddings using OpenAI models.\"\n\n def build_config(self):\n return {\n \"allowed_special\": {\n \"display_name\": \"Allowed Special\",\n \"advanced\": True,\n \"field_type\": \"str\",\n \"is_list\": True,\n },\n \"default_headers\": {\n \"display_name\": \"Default Headers\",\n \"advanced\": True,\n \"field_type\": \"dict\",\n },\n \"default_query\": {\n \"display_name\": \"Default Query\",\n \"advanced\": True,\n \"field_type\": \"NestedDict\",\n },\n \"disallowed_special\": {\n \"display_name\": \"Disallowed Special\",\n \"advanced\": True,\n \"field_type\": \"str\",\n \"is_list\": True,\n },\n \"chunk_size\": {\"display_name\": \"Chunk Size\", \"advanced\": True},\n \"client\": {\"display_name\": \"Client\", \"advanced\": True},\n \"deployment\": {\"display_name\": \"Deployment\", \"advanced\": True},\n \"embedding_ctx_length\": {\n \"display_name\": \"Embedding Context Length\",\n \"advanced\": True,\n },\n \"max_retries\": {\"display_name\": \"Max Retries\", \"advanced\": True},\n \"model\": {\n \"display_name\": \"Model\",\n \"advanced\": False,\n \"options\": [\n \"text-embedding-3-small\",\n \"text-embedding-3-large\",\n \"text-embedding-ada-002\",\n ],\n },\n \"model_kwargs\": {\"display_name\": \"Model Kwargs\", \"advanced\": True},\n \"openai_api_base\": {\n \"display_name\": \"OpenAI API Base\",\n \"password\": True,\n \"advanced\": True,\n },\n \"openai_api_key\": {\"display_name\": \"OpenAI API Key\", \"password\": True},\n \"openai_api_type\": {\n \"display_name\": \"OpenAI API Type\",\n \"advanced\": True,\n \"password\": True,\n },\n \"openai_api_version\": {\n \"display_name\": \"OpenAI API Version\",\n \"advanced\": True,\n },\n \"openai_organization\": {\n \"display_name\": \"OpenAI Organization\",\n \"advanced\": True,\n },\n \"openai_proxy\": {\"display_name\": \"OpenAI Proxy\", \"advanced\": True},\n \"request_timeout\": {\"display_name\": \"Request Timeout\", \"advanced\": True},\n \"show_progress_bar\": {\n \"display_name\": \"Show Progress Bar\",\n \"advanced\": True,\n },\n \"skip_empty\": {\"display_name\": \"Skip Empty\", \"advanced\": True},\n \"tiktoken_model_name\": {\n \"display_name\": \"TikToken Model Name\",\n \"advanced\": True,\n },\n \"tiktoken_enable\": {\"display_name\": \"TikToken Enable\", \"advanced\": True},\n }\n\n def build(\n self,\n openai_api_key: str,\n default_headers: Optional[Dict[str, str]] = None,\n default_query: Optional[NestedDict] = {},\n allowed_special: List[str] = [],\n disallowed_special: List[str] = [\"all\"],\n chunk_size: int = 1000,\n client: Optional[Any] = None,\n deployment: str = \"text-embedding-ada-002\",\n embedding_ctx_length: int = 8191,\n max_retries: int = 6,\n model: str = \"text-embedding-ada-002\",\n model_kwargs: NestedDict = {},\n openai_api_base: Optional[str] = None,\n openai_api_type: Optional[str] = None,\n openai_api_version: Optional[str] = None,\n openai_organization: Optional[str] = None,\n openai_proxy: Optional[str] = None,\n request_timeout: Optional[float] = None,\n show_progress_bar: bool = False,\n skip_empty: bool = False,\n tiktoken_enable: bool = True,\n tiktoken_model_name: Optional[str] = None,\n ) -> Embeddings:\n # This is to avoid errors with Vector Stores (e.g Chroma)\n if disallowed_special == [\"all\"]:\n disallowed_special = \"all\" # type: ignore\n if openai_api_key:\n api_key = SecretStr(openai_api_key)\n else:\n api_key = None\n\n return OpenAIEmbeddings(\n tiktoken_enabled=tiktoken_enable,\n default_headers=default_headers,\n default_query=default_query,\n allowed_special=set(allowed_special),\n disallowed_special=\"all\",\n chunk_size=chunk_size,\n client=client,\n deployment=deployment,\n embedding_ctx_length=embedding_ctx_length,\n max_retries=max_retries,\n model=model,\n model_kwargs=model_kwargs,\n base_url=openai_api_base,\n api_key=api_key,\n openai_api_type=openai_api_type,\n api_version=openai_api_version,\n organization=openai_organization,\n openai_proxy=openai_proxy,\n timeout=request_timeout,\n show_progress_bar=show_progress_bar,\n skip_empty=skip_empty,\n tiktoken_model_name=tiktoken_model_name,\n )\n", + "fileTypes": [], + "file_path": "", + "password": false, + "name": "code", + "advanced": true, + "dynamic": true, + "info": "", + "load_from_db": false, + "title_case": false + }, + "default_headers": { + "type": "dict", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "default_headers", + "display_name": "Default Headers", + "advanced": true, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false + }, + "default_query": { + "type": "NestedDict", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": {}, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "default_query", + "display_name": "Default Query", + "advanced": true, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false + }, + "deployment": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": "text-embedding-ada-002", + "fileTypes": [], + "file_path": "", + "password": false, + "name": "deployment", + "display_name": "Deployment", + "advanced": true, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "disallowed_special": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": ["all"], + "fileTypes": [], + "file_path": "", + "password": false, + "name": "disallowed_special", + "display_name": "Disallowed Special", + "advanced": true, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "embedding_ctx_length": { + "type": "int", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": 8191, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "embedding_ctx_length", + "display_name": "Embedding Context Length", + "advanced": true, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false + }, + "max_retries": { + "type": "int", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": 6, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "max_retries", + "display_name": "Max Retries", + "advanced": true, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false + }, + "model": { + "type": "str", + "required": false, + "placeholder": "", + "list": true, + "show": true, + "multiline": false, + "value": "text-embedding-3-small", + "fileTypes": [], + "file_path": "", + "password": false, + "options": [ + "text-embedding-3-small", + "text-embedding-3-large", + "text-embedding-ada-002" + ], + "name": "model", + "display_name": "Model", + "advanced": false, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "model_kwargs": { + "type": "NestedDict", + "required": 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"dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "openai_api_type": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": true, + "name": "openai_api_type", + "display_name": "OpenAI API Type", + "advanced": true, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "openai_api_version": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "openai_api_version", + "display_name": "OpenAI API Version", + "advanced": true, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "openai_organization": { + "type": "str", + "required": false, + "placeholder": "", + 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false, + "name": "bulk_delete_concurrency", + "display_name": "Bulk Delete Concurrency", + "advanced": true, + "dynamic": false, + "info": "Optional concurrency level for bulk delete operations.", + "load_from_db": false, + "title_case": false + }, + "bulk_insert_batch_concurrency": { + "type": "int", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "bulk_insert_batch_concurrency", + "display_name": "Bulk Insert Batch Concurrency", + "advanced": true, + "dynamic": false, + "info": "Optional concurrency level for bulk insert operations.", + "load_from_db": false, + "title_case": false + }, + "bulk_insert_overwrite_concurrency": { + "type": "int", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "bulk_insert_overwrite_concurrency", + "display_name": "Bulk Insert Overwrite Concurrency", + "advanced": true, + "dynamic": false, + "info": "Optional concurrency level for bulk insert operations that overwrite existing records.", + "load_from_db": false, + "title_case": false + }, + "code": { + "type": "code", + "required": true, + "placeholder": "", + "list": false, + "show": true, + "multiline": true, + "value": "from typing import List, Optional\n\nfrom langflow.components.vectorstores.AstraDB import AstraDBVectorStoreComponent\nfrom langflow.components.vectorstores.base.model import LCVectorStoreComponent\nfrom langflow.field_typing import Embeddings, Text\nfrom langflow.schema import Record\n\n\nclass AstraDBSearchComponent(LCVectorStoreComponent):\n display_name = \"Astra DB Search\"\n description = \"Searches an existing Astra DB Vector Store.\"\n icon = \"AstraDB\"\n field_order = [\"token\", \"api_endpoint\", \"collection_name\", \"input_value\", \"embedding\"]\n\n def build_config(self):\n return {\n \"search_type\": {\n \"display_name\": \"Search Type\",\n \"options\": [\"Similarity\", \"MMR\"],\n },\n \"input_value\": {\n \"display_name\": \"Input Value\",\n \"info\": \"Input value to search\",\n },\n \"embedding\": {\"display_name\": \"Embedding\", \"info\": \"Embedding to use\"},\n \"collection_name\": {\n \"display_name\": \"Collection Name\",\n \"info\": \"The name of the collection within Astra DB where the vectors will be stored.\",\n },\n \"token\": {\n \"display_name\": \"Token\",\n \"info\": \"Authentication token for accessing Astra DB.\",\n \"password\": True,\n },\n \"api_endpoint\": {\n \"display_name\": \"API Endpoint\",\n \"info\": \"API endpoint URL for the Astra DB service.\",\n },\n \"namespace\": {\n \"display_name\": \"Namespace\",\n \"info\": \"Optional namespace within Astra DB to use for the collection.\",\n \"advanced\": True,\n },\n \"metric\": {\n \"display_name\": \"Metric\",\n \"info\": \"Optional distance metric for vector comparisons in the vector store.\",\n \"advanced\": True,\n },\n \"batch_size\": {\n \"display_name\": \"Batch Size\",\n \"info\": \"Optional number of records to process in a single batch.\",\n \"advanced\": True,\n },\n \"bulk_insert_batch_concurrency\": {\n \"display_name\": \"Bulk Insert Batch Concurrency\",\n \"info\": \"Optional concurrency level for bulk insert operations.\",\n \"advanced\": True,\n },\n \"bulk_insert_overwrite_concurrency\": {\n \"display_name\": \"Bulk Insert Overwrite Concurrency\",\n \"info\": \"Optional concurrency level for bulk insert operations that overwrite existing records.\",\n \"advanced\": True,\n },\n \"bulk_delete_concurrency\": {\n \"display_name\": \"Bulk Delete Concurrency\",\n \"info\": \"Optional concurrency level for bulk delete operations.\",\n \"advanced\": True,\n },\n \"setup_mode\": {\n \"display_name\": \"Setup Mode\",\n \"info\": \"Configuration mode for setting up the vector store, with options like “Sync”, “Async”, or “Off”.\",\n \"options\": [\"Sync\", \"Async\", \"Off\"],\n \"advanced\": True,\n },\n \"pre_delete_collection\": {\n \"display_name\": \"Pre Delete Collection\",\n \"info\": \"Boolean flag to determine whether to delete the collection before creating a new one.\",\n \"advanced\": True,\n },\n \"metadata_indexing_include\": {\n \"display_name\": \"Metadata Indexing Include\",\n \"info\": \"Optional list of metadata fields to include in the indexing.\",\n \"advanced\": True,\n },\n \"metadata_indexing_exclude\": {\n \"display_name\": \"Metadata Indexing Exclude\",\n \"info\": \"Optional list of metadata fields to exclude from the indexing.\",\n \"advanced\": True,\n },\n \"collection_indexing_policy\": {\n \"display_name\": \"Collection Indexing Policy\",\n \"info\": \"Optional dictionary defining the indexing policy for the collection.\",\n \"advanced\": True,\n },\n \"number_of_results\": {\n \"display_name\": \"Number of Results\",\n \"info\": \"Number of results to return.\",\n \"advanced\": True,\n },\n }\n\n def build(\n self,\n embedding: Embeddings,\n collection_name: str,\n input_value: Text,\n token: str,\n api_endpoint: str,\n search_type: str = \"Similarity\",\n number_of_results: int = 4,\n namespace: Optional[str] = None,\n metric: Optional[str] = None,\n batch_size: Optional[int] = None,\n bulk_insert_batch_concurrency: Optional[int] = None,\n bulk_insert_overwrite_concurrency: Optional[int] = None,\n bulk_delete_concurrency: Optional[int] = None,\n setup_mode: str = \"Sync\",\n pre_delete_collection: bool = False,\n metadata_indexing_include: Optional[List[str]] = None,\n metadata_indexing_exclude: Optional[List[str]] = None,\n collection_indexing_policy: Optional[dict] = None,\n ) -> List[Record]:\n vector_store = AstraDBVectorStoreComponent().build(\n embedding=embedding,\n collection_name=collection_name,\n token=token,\n api_endpoint=api_endpoint,\n namespace=namespace,\n metric=metric,\n batch_size=batch_size,\n bulk_insert_batch_concurrency=bulk_insert_batch_concurrency,\n bulk_insert_overwrite_concurrency=bulk_insert_overwrite_concurrency,\n bulk_delete_concurrency=bulk_delete_concurrency,\n setup_mode=setup_mode,\n pre_delete_collection=pre_delete_collection,\n metadata_indexing_include=metadata_indexing_include,\n metadata_indexing_exclude=metadata_indexing_exclude,\n collection_indexing_policy=collection_indexing_policy,\n )\n try:\n return self.search_with_vector_store(input_value, search_type, vector_store, k=number_of_results)\n except KeyError as e:\n if \"content\" in str(e):\n raise ValueError(\n \"You should ingest data through Langflow (or LangChain) to query it in Langflow. Your collection does not contain a field name 'content'.\"\n )\n else:\n raise e\n", + "fileTypes": [], + "file_path": "", + "password": false, + "name": "code", + "advanced": true, + "dynamic": true, + "info": "", + "load_from_db": false, + "title_case": false + }, + "collection_indexing_policy": { + "type": "dict", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "collection_indexing_policy", + "display_name": "Collection Indexing Policy", + "advanced": true, + "dynamic": false, + "info": "Optional dictionary defining the indexing policy for the collection.", + "load_from_db": false, + "title_case": false + }, + "collection_name": { + "type": "str", + "required": true, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "collection_name", + "display_name": "Collection Name", + "advanced": false, + "dynamic": false, + "info": "The name of the collection within Astra DB where the vectors will be stored.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "metadata_indexing_exclude": { + "type": "str", + "required": false, + "placeholder": "", + "list": true, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "metadata_indexing_exclude", + "display_name": "Metadata Indexing Exclude", + "advanced": true, + "dynamic": false, + "info": "Optional list of metadata fields to exclude from the indexing.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "metadata_indexing_include": { + "type": "str", + "required": false, + "placeholder": "", + "list": true, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "metadata_indexing_include", + "display_name": "Metadata Indexing Include", + "advanced": true, + "dynamic": false, + "info": "Optional list of metadata fields to include in the indexing.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "metric": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "metric", + "display_name": "Metric", + "advanced": true, + "dynamic": false, + "info": "Optional distance metric for vector comparisons in the vector store.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "namespace": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "namespace", + "display_name": "Namespace", + "advanced": true, + "dynamic": false, + "info": "Optional namespace within Astra DB to use for the collection.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "number_of_results": { + "type": "int", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": 4, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "number_of_results", + "display_name": "Number of Results", + "advanced": true, + "dynamic": false, + "info": "Number of results to return.", + "load_from_db": false, + "title_case": false + }, + "pre_delete_collection": { + "type": "bool", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "pre_delete_collection", + "display_name": "Pre Delete Collection", + "advanced": true, + "dynamic": false, + "info": "Boolean flag to determine whether to delete the collection before creating a new one.", + "load_from_db": false, + "title_case": false + }, + "search_type": { + "type": "str", + "required": false, + "placeholder": "", + "list": true, + "show": true, + "multiline": false, + "value": "Similarity", + "fileTypes": [], + "file_path": "", + "password": false, + "options": ["Similarity", "MMR"], + "name": "search_type", + "display_name": "Search Type", + "advanced": false, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "setup_mode": { + "type": "str", + "required": false, + "placeholder": "", + "list": true, + "show": true, + "multiline": false, + "value": "Sync", + "fileTypes": [], + "file_path": "", + "password": false, + "options": ["Sync", "Async", "Off"], + "name": "setup_mode", + "display_name": "Setup Mode", + "advanced": true, + "dynamic": false, + "info": "Configuration mode for setting up the vector store, with options like “Sync”, “Async”, or “Off”.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "token": { + "type": "str", + "required": true, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": true, + "name": "token", + "display_name": "Token", + "advanced": false, + "dynamic": false, + "info": "Authentication token for accessing Astra DB.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"], + "value": "" + }, + "_type": "CustomComponent" + }, + "description": "Searches an existing Astra DB Vector Store.", + "icon": "AstraDB", + "base_classes": ["Record"], + "display_name": "Astra DB Search", + "documentation": "", + "custom_fields": { + "embedding": null, + "collection_name": null, + "input_value": null, + "token": null, + "api_endpoint": null, + "search_type": null, + "number_of_results": null, + "namespace": null, + "metric": null, + "batch_size": null, + "bulk_insert_batch_concurrency": null, + "bulk_insert_overwrite_concurrency": null, + "bulk_delete_concurrency": null, + "setup_mode": null, + "pre_delete_collection": null, + "metadata_indexing_include": null, + "metadata_indexing_exclude": null, + "collection_indexing_policy": null + }, + "output_types": ["Record"], + "field_formatters": {}, + "frozen": false, + "field_order": [ + "token", + "api_endpoint", + "collection_name", + "input_value", + "embedding" + ], + "beta": false + }, + "id": "AstraDBSearch-avH6c" + }, + "selected": false, + "width": 384, + "height": 713 + } + ], + "edges": [ + { + "source": "OpenAIEmbeddings-sSuTz", + "sourceHandle": "{œbaseClassesœ:[œEmbeddingsœ],œdataTypeœ:œOpenAIEmbeddingsœ,œidœ:œOpenAIEmbeddings-sSuTzœ}", + "target": "AstraDBSearch-avH6c", + "targetHandle": "{œfieldNameœ:œembeddingœ,œidœ:œAstraDBSearch-avH6cœ,œinputTypesœ:null,œtypeœ:œEmbeddingsœ}", + "data": { + "targetHandle": { + "fieldName": "embedding", + "id": "AstraDBSearch-avH6c", + "inputTypes": null, + "type": "Embeddings" + }, + "sourceHandle": { + "baseClasses": ["Embeddings"], + "dataType": "OpenAIEmbeddings", + "id": "OpenAIEmbeddings-sSuTz" + } + }, + "style": { "stroke": "#555" }, + "className": "stroke-foreground stroke-connection", + "id": "reactflow__edge-OpenAIEmbeddings-sSuTz{œbaseClassesœ:[œEmbeddingsœ],œdataTypeœ:œOpenAIEmbeddingsœ,œidœ:œOpenAIEmbeddings-sSuTzœ}-AstraDBSearch-avH6c{œfieldNameœ:œembeddingœ,œidœ:œAstraDBSearch-avH6cœ,œinputTypesœ:null,œtypeœ:œEmbeddingsœ}" + } + ], + "viewport": { + "x": 130.88474202744567, + "y": -66.50770384745931, + "zoom": 0.8055242910487501 + } + }, + "description": "Crafting Dialogues that Drive Business Success.", + "name": "vector search", + "last_tested_version": "1.0.0a29", + "is_component": false +} diff --git a/ragstack/libs/core/tests/integration_tests/test_astradb.py b/ragstack/libs/core/tests/integration_tests/test_astradb.py new file mode 100644 index 000000000000..710f711aea3d --- /dev/null +++ b/ragstack/libs/core/tests/integration_tests/test_astradb.py @@ -0,0 +1,87 @@ +import orjson +import pytest +from typing import Callable + +from langchain_core.documents import Document +from langflow.load import run_flow_from_json +from langflow.schema import Record + +from astrapy.core.db import AstraDB, AstraDBCollection + +from tests.integration_tests.conftest import get_env_var + +BASIC_COLLECTION = "test" +EMBEDDING_FLOW_COLLECTION = "test_embedding_flow" + + +def test_build_no_inputs(astradb_component: Callable): + astradb_component(collection=BASIC_COLLECTION) + + +def test_build_with_inputs(astradb_component: Callable): + record = Record.from_document(Document(page_content="test")) + record2 = Record.from_document(Document(page_content="test2")) + inputs = [record, record2] + astradb_component(collection=BASIC_COLLECTION, inputs=inputs) + + +@pytest.mark.order(1) +def test_astra_embedding_flow(embedding_flow: str): + """ + Embeds the contents of a URL into AstraDB. + """ + flow = orjson.loads(embedding_flow) + TWEAKS = { + "AstraDB-s9tdG": { + "token": get_env_var("ASTRA_DB_APPLICATION_TOKEN"), + "api_endpoint": get_env_var("ASTRA_DB_API_ENDPOINT"), + "collection_name": EMBEDDING_FLOW_COLLECTION, + }, + "SplitText-v9ZHX": {}, + "URL-vWSxt": {}, + "OpenAIEmbeddings-YQwtD": {"openai_api_key": get_env_var("OPENAI_API_KEY")}, + } + + result = run_flow_from_json(flow=flow, input_value="", tweaks=TWEAKS) + # embedding flow, so no particular output + assert result is not None + + # however, we can check astradb to see if data was inserted + astra = AstraDB( + token=get_env_var("ASTRA_DB_APPLICATION_TOKEN"), + api_endpoint=get_env_var("ASTRA_DB_API_ENDPOINT"), + ) + collection: AstraDBCollection = astra.collection(EMBEDDING_FLOW_COLLECTION) + docs = collection.count_documents() + assert docs["status"]["count"] > 0 + + +@pytest.mark.order(2) +def test_astra_search(vector_store_search_flow: str): + """ + Searches AstraDB for the most similar document to a given query. + """ + flow = orjson.loads(vector_store_search_flow) + + TWEAKS = { + "OpenAIEmbeddings-sSuTz": { + "openai_api_key": get_env_var("OPENAI_API_KEY"), + }, + "AstraDBSearch-avH6c": { + "token": get_env_var("ASTRA_DB_APPLICATION_TOKEN"), + "api_endpoint": get_env_var("ASTRA_DB_API_ENDPOINT"), + "collection_name": EMBEDDING_FLOW_COLLECTION, + "input_value": "Find 3 steps to upload examples", + }, + } + + result = run_flow_from_json( + flow=flow, + input_value="", # Would like to pass the search input value here, but + output_component="AstraDBSearch-avH6c", + tweaks=TWEAKS, + ) + assert result is not None + data = result[0].outputs[0] + assert data is not None + assert data.component_display_name == "Astra DB Search" diff --git a/ragstack/ragstack-release.sh b/ragstack/ragstack-release.sh new file mode 100755 index 000000000000..b1c88d8f5360 --- /dev/null +++ b/ragstack/ragstack-release.sh @@ -0,0 +1,58 @@ +#!/bin/bash +set -e +version=$1 +package=$2 +if [[ -z "$version" || -z "$package" ]]; then + echo "Usage: $0 <version> <package>" + echo "Packages: ragstack-ai-langflow-base, ragstack-ai-langflow." + exit 1 +fi + +if [ -n "$(git status --porcelain)" ]; then + echo "Working directory not clean" + exit 1 +fi + +tag="$package-$version" +directory="" +if [ "$package" == "ragstack-ai-langflow" ]; then + directory="." +elif [ "$package" == "ragstack-ai-langflow-base" ]; then + directory="src/backend/base" +else + echo "Invalid package. Please choose from: ragstack-ai-langflow, ragstack-ai-langflow-base." + exit 1 +fi + +remote_name=$(git remote -v | grep push | grep datastax/ragstack-ai-langflow.git | awk '{print $1}' | head -n 1) +if [ -z "$remote_name" ]; then + echo "Remote datastax/ragstack-ai-langflow.git not found" + exit 1 +fi +echo "Identified remote $remote_name" + +if git rev-parse $tag >/dev/null 2>&1; then + echo "Git tag $tag already exists" + exit 1 +fi + +cd $directory +if [ "$package" == "ragstack-ai-langflow" ]; then + base_version=$(poetry show ragstack-ai-langflow-base | grep -E "^ version" | awk '{print $3}') + # for now we only check the exact version match + if [ "$base_version" != "$version" ]; then + echo "Version mismatch: ragstack-ai-langflow-base version $base_version != ragstack-ai-langflow version $version" + exit 1 + fi +fi + +git checkout ragstack-main +git pull + +echo ":: Bumping version to $version for package $package" +poetry version $version +git commit -am "Release $package $version" +git tag $tag +git push $remote_name ragstack-main +git push $remote_name $tag +echo "done." diff --git a/src/backend/base/README.md b/src/backend/base/README.md index e69de29bb2d1..7b271bafd06a 100644 --- a/src/backend/base/README.md +++ b/src/backend/base/README.md @@ -0,0 +1,5 @@ +# RAGStack Langflow base + +## Documentation + +[DataStax RAGStack Documentation](https://docs.datastax.com/en/ragstack/docs/index.html) diff --git a/src/backend/base/pyproject.toml b/src/backend/base/pyproject.toml index 96d7434b76e3..3bb23cd513d6 100644 --- a/src/backend/base/pyproject.toml +++ b/src/backend/base/pyproject.toml @@ -1,24 +1,15 @@ [tool.poetry] -name = "langflow-base" -version = "0.0.53" -description = "A Python package with a built-in web application" -authors = ["Langflow <contact@langflow.org>"] -maintainers = [ - "Carlos Coelho <carlos@langflow.org>", - "Cristhian Zanforlin <cristhian.lousa@gmail.com>", - "Gabriel Almeida <gabriel@langflow.org>", - "Igor Carvalho <igorr.ackerman@gmail.com>", - "Lucas Eduoli <lucaseduoli@gmail.com>", - "Otávio Anovazzi <otavio2204@gmail.com>", - "Rodrigo Nader <rodrigo@langflow.org>", -] -repository = "https://github.com/langflow-ai/langflow" -license = "MIT" +name = "ragstack-ai-langflow-base" +version = "0.0.5" +description = "RAGStack Langflow base" +license = "BUSL-1.1" +authors = ["DataStax"] +repository = "https://github.com/datastax/ragstack-ai-langflow" readme = "README.md" keywords = ["nlp", "langchain", "openai", "gpt", "gui"] packages = [{ include = "langflow" }, { include = "langflow/py.typed" }] include = ["pyproject.toml", "README.md", "langflow/**/*"] -documentation = "https://docs.langflow.org" +documentation = "https://docs.datastax.com/en/ragstack" [tool.poetry.scripts] @@ -30,7 +21,7 @@ fastapi = "^0.111.0" httpx = "*" uvicorn = "^0.29.0" gunicorn = "^22.0.0" -langchain = "~0.2.0" +ragstack-ai-langchain = { version = "1.0.7", extras = ["google"] } langchainhub = "~0.1.15" sqlmodel = "^0.0.18" loguru = "^0.7.1" From fc361947f93edcfa2622076074bf3318505964b9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= <boschi1997@gmail.com> Date: Fri, 31 May 2024 14:30:00 +0200 Subject: [PATCH 02/22] Improve ragstack versioning (#19) --- .github/workflows/ragstack-test.yml | 7 ++----- src/backend/base/langflow/__main__.py | 24 ++++++++++++++++-------- src/backend/langflow/version/version.py | 2 +- 3 files changed, 19 insertions(+), 14 deletions(-) diff --git a/.github/workflows/ragstack-test.yml b/.github/workflows/ragstack-test.yml index c73ecf631201..83c6eedbdbd9 100644 --- a/.github/workflows/ragstack-test.yml +++ b/.github/workflows/ragstack-test.yml @@ -4,17 +4,13 @@ on: pull_request: branches: - ragstack-main - paths: - - ".github/workflows/**" - - "ragstack/poetry.lock" - - "ragstack/pyproject.toml" - - "ragstack/tests/**" env: POETRY_VERSION: "1.8.2" jobs: build: + name: RAGStack tests runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 @@ -56,6 +52,7 @@ jobs: wait: false docker: + name: RAGStack docker image runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 diff --git a/src/backend/base/langflow/__main__.py b/src/backend/base/langflow/__main__.py index 4162629dd5d4..eccef47e8c03 100644 --- a/src/backend/base/langflow/__main__.py +++ b/src/backend/base/langflow/__main__.py @@ -28,6 +28,11 @@ from langflow.utils.logger import configure, logger from langflow.utils.util import update_settings +LANGFLOW_MAIN_PACKAGE_NAME = "ragstack-ai-langflow" +LANGFLOW_MAIN_PRODUCT_NAME = "Langflow" +LANGFLOW_BASE_PACKAGE_NAME = "ragstack-ai-langflow-base" +LANGFLOW_BASE_PRODUCT_NAME = "Langflow base" + console = Console() app = typer.Typer(no_args_is_help=True) @@ -339,17 +344,19 @@ def print_banner(host: str, port: int): package_names = [] # Track package names for pip install instructions is_pre_release = False # Track if any package is a pre-release package_name = "" + package_name_style = "" try: from langflow.version import __version__ as langflow_version # type: ignore is_pre_release |= is_prerelease(langflow_version) # Update pre-release status - notice = build_version_notice(langflow_version, "langflow") + notice = build_version_notice(langflow_version, LANGFLOW_MAIN_PACKAGE_NAME) notice = stylize_text(notice, "langflow", is_pre_release) if notice: notices.append(notice) - package_names.append("langflow") - package_name = "Langflow" + package_names.append(LANGFLOW_MAIN_PACKAGE_NAME) + package_name = LANGFLOW_MAIN_PRODUCT_NAME + package_name_style = "langflow" except ImportError: langflow_version = None @@ -358,14 +365,15 @@ def print_banner(host: str, port: int): try: from importlib import metadata - langflow_base_version = metadata.version("langflow-base") + langflow_base_version = metadata.version(LANGFLOW_BASE_PACKAGE_NAME) is_pre_release |= is_prerelease(langflow_base_version) # Update pre-release status - notice = build_version_notice(langflow_base_version, "langflow-base") + notice = build_version_notice(langflow_base_version, LANGFLOW_BASE_PACKAGE_NAME) notice = stylize_text(notice, "langflow-base", is_pre_release) if notice: notices.append(notice) - package_names.append("langflow-base") - package_name = "Langflow Base" + package_names.append(LANGFLOW_BASE_PACKAGE_NAME) + package_name = LANGFLOW_BASE_PRODUCT_NAME + package_name_style = "langflow-base" except ImportError as e: logger.exception(e) raise e @@ -378,7 +386,7 @@ def print_banner(host: str, port: int): notices.append(f"Run '{pip_command}' to update.") styled_notices = [f"[bold]{notice}[/bold]" for notice in notices if notice] - styled_package_name = stylize_text(package_name, package_name, any("pre-release" in notice for notice in notices)) + styled_package_name = stylize_text(package_name, package_name_style, any("pre-release" in notice for notice in notices)) title = f"[bold]Welcome to :chains: {styled_package_name}[/bold]\n" info_text = "Collaborate, and contribute at our [bold][link=https://github.com/langflow-ai/langflow]GitHub Repo[/link][/bold] :rocket:" diff --git a/src/backend/langflow/version/version.py b/src/backend/langflow/version/version.py index dce827029431..9bca77ec5d8f 100644 --- a/src/backend/langflow/version/version.py +++ b/src/backend/langflow/version/version.py @@ -1,7 +1,7 @@ from importlib import metadata try: - __version__ = metadata.version("langflow") + __version__ = metadata.version("ragstack-ai-langflow") # Check if the version is a pre-release version is_pre_release = any(label in __version__ for label in ["a", "b", "rc", "dev", "post"]) except metadata.PackageNotFoundError: From 4fcbfced81161ca95b3e56734e0a827473d26411 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= <boschi1997@gmail.com> Date: Fri, 31 May 2024 14:32:42 +0200 Subject: [PATCH 03/22] fix ragstack release script --- ragstack/ragstack-release.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ragstack/ragstack-release.sh b/ragstack/ragstack-release.sh index b1c88d8f5360..fa3f3436919b 100755 --- a/ragstack/ragstack-release.sh +++ b/ragstack/ragstack-release.sh @@ -47,7 +47,7 @@ if [ "$package" == "ragstack-ai-langflow" ]; then fi git checkout ragstack-main -git pull +git pull $remote_name ragstack-main echo ":: Bumping version to $version for package $package" poetry version $version From e92867cdda18b354ad57b77bcacab0e252bf569f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= <boschi1997@gmail.com> Date: Fri, 31 May 2024 14:32:54 +0200 Subject: [PATCH 04/22] Release ragstack-ai-langflow-base 0.0.6 --- src/backend/base/pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/backend/base/pyproject.toml b/src/backend/base/pyproject.toml index 3bb23cd513d6..eb0a342328c0 100644 --- a/src/backend/base/pyproject.toml +++ b/src/backend/base/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "ragstack-ai-langflow-base" -version = "0.0.5" +version = "0.0.6" description = "RAGStack Langflow base" license = "BUSL-1.1" authors = ["DataStax"] From 811dac80f6f8484587785a956418c94fc3913938 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= <boschi1997@gmail.com> Date: Fri, 31 May 2024 14:43:53 +0200 Subject: [PATCH 05/22] bump base to 0.0.6 (#20) --- poetry.lock | 4 ++-- pyproject.toml | 2 +- ragstack/RELEASE.md | 6 +++--- 3 files changed, 6 insertions(+), 6 deletions(-) diff --git a/poetry.lock b/poetry.lock index 30fb062a46f1..9a0b2faa12d6 100644 --- a/poetry.lock +++ b/poetry.lock @@ -7646,7 +7646,7 @@ nvidia = ["langchain-nvidia-ai-endpoints (==0.0.9)"] [[package]] name = "ragstack-ai-langflow-base" -version = "0.0.5" +version = "0.0.6" description = "RAGStack Langflow base" optional = false python-versions = ">=3.10,<3.13" @@ -10453,4 +10453,4 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"] [metadata] lock-version = "2.0" python-versions = ">=3.10,<3.13" -content-hash = "53e97484aef8b00571f4fce8e1d262a5aed055dd68310f60e34d3fb4d462143d" +content-hash = "cd82229fc3595e1ed794c8d4c44a3520df3cac2d07ea1a1a72c5f4b7e6c97d81" diff --git a/pyproject.toml b/pyproject.toml index 0f547d56f872..560c731aa281 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -17,7 +17,7 @@ langflow = "langflow.__main__:main" [tool.poetry.dependencies] python = ">=3.10,<3.13" -ragstack-ai-langflow-base = "0.0.5" +ragstack-ai-langflow-base = "0.0.6" beautifulsoup4 = "^4.12.2" google-search-results = "^2.4.1" google-api-python-client = "^2.130.0" diff --git a/ragstack/RELEASE.md b/ragstack/RELEASE.md index 5f578bdf0b17..55d580859bfc 100644 --- a/ragstack/RELEASE.md +++ b/ragstack/RELEASE.md @@ -13,8 +13,8 @@ This implies that every release of `ragstack-ai-langflow-base` will also need a ## Release `ragstack-ai-langflow` -- Update the `ragstack-ai-langflow-base` version under the `[ttol.poetry.dependencies]` in the `pyproject.toml` file. -- Run `poetry lock` and open a PR to trigger the tests. Once merged, proceed with the next steps. +- Update the `ragstack-ai-langflow-base` version under the `[tool.poetry.dependencies]` in the `pyproject.toml` file. +- Run `poetry lock --no-update` and open a PR to trigger the tests. Once merged, proceed with the next steps. - Run the release script: ```shell ./ragstack/ragstack-release.sh 0.0.2 ragstack-ai-langflow @@ -23,7 +23,7 @@ This implies that every release of `ragstack-ai-langflow-base` will also need a ### Error -You can re-run the the release job for this error. It's because the size of the package sometime cannot be uploaded properly. +You can re-run the release job for this error. It's because the size of the package sometime cannot be uploaded properly. ``` - Uploading ragstack_ai_langflow-0.0.5-py3-none-any.whl 100% From 0204f03a204859d7c890a08796162c40db134499 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= <boschi1997@gmail.com> Date: Fri, 31 May 2024 14:44:33 +0200 Subject: [PATCH 06/22] Release ragstack-ai-langflow 0.0.6 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 560c731aa281..4707b5ac4ae8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "ragstack-ai-langflow" -version = "0.0.5" +version = "0.0.6" description = "RAGStack Langflow" license = "BUSL-1.1" authors = ["DataStax"] From b020a115442bf690cb98341ee147749629fc22ea Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= <boschi1997@gmail.com> Date: Fri, 31 May 2024 15:00:21 +0200 Subject: [PATCH 07/22] fix ragstack docker release --- .../ragstack-docker-release/action.yml | 56 +++++++++++++++++++ .../workflows/ragstack-release-langflow.yml | 5 ++ 2 files changed, 61 insertions(+) create mode 100644 .github/actions/ragstack-docker-release/action.yml diff --git a/.github/actions/ragstack-docker-release/action.yml b/.github/actions/ragstack-docker-release/action.yml new file mode 100644 index 000000000000..4e64e6ad0853 --- /dev/null +++ b/.github/actions/ragstack-docker-release/action.yml @@ -0,0 +1,56 @@ +name: RAGStack docker release + +inputs: + version: + description: Docker tag version + required: true + + gh-token: + description: Token + required: true +runs: + using: composite + steps: + - name: "Login to GitHub Container Registry" + uses: docker/login-action@v1 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ inputs.gh-token }} + + - name: Wait for PIP package to be available + shell: bash + run: | + v="${{ inputs.version }}" + while true; do + if pip install ragstack-ai-langflow==${v}; then + break + else + echo "Package not available yet, retrying in 30 seconds" + sleep 30 + fi + done + + - name: Build docker images + shell: bash + run: | + ./ragstack/docker/build-backend.sh + ./ragstack/docker/build-frontend.sh "${{ inputs.version }}" + + - name: Deploy docker images + shell: bash + run: | + backend_full_name=ghcr.io/datastax/ragstack-ai-langflow-backend + frontend_full_name=ghcr.io/datastax/ragstack-ai-langflow-frontend + v="${{ inputs.version }}" + + docker tag ragstack-ai-langflow-backend:latest $backend_full_name:$v + docker tag ragstack-ai-langflow-backend:latest $backend_full_name:latest + docker push $backend_full_name:$v + docker push $backend_full_name:latest + + + docker tag ragstack-ai-langflow-frontend:latest $frontend_full_name:$v + docker tag ragstack-ai-langflow-frontend:latest $frontend_full_name:latest + docker push $frontend_full_name:$v + docker push $frontend_full_name:latest diff --git a/.github/workflows/ragstack-release-langflow.yml b/.github/workflows/ragstack-release-langflow.yml index 32bee877acd3..27660184c385 100644 --- a/.github/workflows/ragstack-release-langflow.yml +++ b/.github/workflows/ragstack-release-langflow.yml @@ -4,6 +4,11 @@ on: push: tags: - "ragstack-ai-langflow-[0-9]*" + workflow_dispatch: + inputs: + version: + description: "Version to release" + required: true env: POETRY_VERSION: "1.8.2" From 3ccb7d5e400ef51d808beba7c82282bdfd9f33b3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= <boschi1997@gmail.com> Date: Fri, 31 May 2024 15:20:18 +0200 Subject: [PATCH 08/22] Release ragstack-ai-langflow-base 0.0.7 --- src/backend/base/pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/backend/base/pyproject.toml b/src/backend/base/pyproject.toml index eb0a342328c0..62929199bb1e 100644 --- a/src/backend/base/pyproject.toml +++ b/src/backend/base/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "ragstack-ai-langflow-base" -version = "0.0.6" +version = "0.0.7" description = "RAGStack Langflow base" license = "BUSL-1.1" authors = ["DataStax"] From 5fc9d39391a506de65379afeef1bcfea0fb12a22 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= <boschi1997@gmail.com> Date: Fri, 31 May 2024 15:22:59 +0200 Subject: [PATCH 09/22] update base to 0.0.7 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 4707b5ac4ae8..87b74f8ee812 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -17,7 +17,7 @@ langflow = "langflow.__main__:main" [tool.poetry.dependencies] python = ">=3.10,<3.13" -ragstack-ai-langflow-base = "0.0.6" +ragstack-ai-langflow-base = "0.0.7" beautifulsoup4 = "^4.12.2" google-search-results = "^2.4.1" google-api-python-client = "^2.130.0" From e0f5121987ea0578cfcaa6b61649c474498ce6f9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= <boschi1997@gmail.com> Date: Fri, 31 May 2024 15:25:30 +0200 Subject: [PATCH 10/22] fix poetry.lock --- poetry.lock | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/poetry.lock b/poetry.lock index 9a0b2faa12d6..f4c4dbc2d060 100644 --- a/poetry.lock +++ b/poetry.lock @@ -7646,7 +7646,7 @@ nvidia = ["langchain-nvidia-ai-endpoints (==0.0.9)"] [[package]] name = "ragstack-ai-langflow-base" -version = "0.0.6" +version = "0.0.7" description = "RAGStack Langflow base" optional = false python-versions = ">=3.10,<3.13" @@ -10453,4 +10453,4 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"] [metadata] lock-version = "2.0" python-versions = ">=3.10,<3.13" -content-hash = "cd82229fc3595e1ed794c8d4c44a3520df3cac2d07ea1a1a72c5f4b7e6c97d81" +content-hash = "05b7b50a8db6ac9c064666cb3550912dcc442cff4aed2bda1a10d784426fc9b9" From 37e4e7d7b24091769dd8f107f0b26a21abfca8a0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= <boschi1997@gmail.com> Date: Fri, 31 May 2024 15:25:38 +0200 Subject: [PATCH 11/22] Release ragstack-ai-langflow 0.0.7 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 87b74f8ee812..5878d753862c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "ragstack-ai-langflow" -version = "0.0.6" +version = "0.0.7" description = "RAGStack Langflow" license = "BUSL-1.1" authors = ["DataStax"] From 4f8e540d07a3086537cdc04c99ea07a313d031b5 Mon Sep 17 00:00:00 2001 From: ming <itestmycode@gmail.com> Date: Fri, 31 May 2024 11:37:05 -0400 Subject: [PATCH 12/22] add /data in backend image (#21) --- ragstack/docker/backend/Dockerfile | 3 +++ 1 file changed, 3 insertions(+) diff --git a/ragstack/docker/backend/Dockerfile b/ragstack/docker/backend/Dockerfile index 233380142e6a..16d0a0004622 100644 --- a/ragstack/docker/backend/Dockerfile +++ b/ragstack/docker/backend/Dockerfile @@ -31,6 +31,9 @@ ENV PATH="/app/.venv/bin:$PATH" ENV PYTHONUNBUFFERED=1 RUN useradd ragstack -u 10000 -g 0 --no-create-home --home-dir /app/data +RUN mkdir /data +RUN chown -R 10000:0 /data + USER 10000 WORKDIR /app From 34ed3d46af518718ed8d14643e46dd2f5fb2c01d Mon Sep 17 00:00:00 2001 From: ming luo <itestmycode@gmail.com> Date: Fri, 31 May 2024 11:47:21 -0400 Subject: [PATCH 13/22] Release ragstack-ai-langflow-base 0.0.8 --- src/backend/base/pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/backend/base/pyproject.toml b/src/backend/base/pyproject.toml index 62929199bb1e..a29e27a7d9e9 100644 --- a/src/backend/base/pyproject.toml +++ b/src/backend/base/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "ragstack-ai-langflow-base" -version = "0.0.7" +version = "0.0.8" description = "RAGStack Langflow base" license = "BUSL-1.1" authors = ["DataStax"] From 175b7cd6ccb7c88b0156e4636dc71a5316c0a2e9 Mon Sep 17 00:00:00 2001 From: ming luo <itestmycode@gmail.com> Date: Fri, 31 May 2024 11:54:45 -0400 Subject: [PATCH 14/22] bump ragstack-ai-langflow-base 0.0.8 --- poetry.lock | 11 +++-------- pyproject.toml | 2 +- 2 files changed, 4 insertions(+), 9 deletions(-) diff --git a/poetry.lock b/poetry.lock index f4c4dbc2d060..c81ded19096d 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. [[package]] name = "aiohttp" @@ -477,7 +477,6 @@ optional = false python-versions = ">=3.8" files = [ {file = "boto3-1.34.116-py3-none-any.whl", hash = "sha256:e7f5ab2d1f1b90971a2b9369760c2c6bae49dae98c084a5c3f5c78e3968ace15"}, - {file = "boto3-1.34.116.tar.gz", hash = "sha256:53cb8aeb405afa1cd2b25421e27a951aeb568026675dec020587861fac96ac87"}, ] [package.dependencies] @@ -4588,13 +4587,9 @@ files = [ {file = "lxml-5.2.2-cp36-cp36m-win_amd64.whl", hash = "sha256:edcfa83e03370032a489430215c1e7783128808fd3e2e0a3225deee278585196"}, {file = "lxml-5.2.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:28bf95177400066596cdbcfc933312493799382879da504633d16cf60bba735b"}, {file = "lxml-5.2.2-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3a745cc98d504d5bd2c19b10c79c61c7c3df9222629f1b6210c0368177589fb8"}, - {file = "lxml-5.2.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1b590b39ef90c6b22ec0be925b211298e810b4856909c8ca60d27ffbca6c12e6"}, {file = "lxml-5.2.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b336b0416828022bfd5a2e3083e7f5ba54b96242159f83c7e3eebaec752f1716"}, - {file = "lxml-5.2.2-cp37-cp37m-manylinux_2_28_aarch64.whl", hash = "sha256:c2faf60c583af0d135e853c86ac2735ce178f0e338a3c7f9ae8f622fd2eb788c"}, {file = "lxml-5.2.2-cp37-cp37m-manylinux_2_28_x86_64.whl", hash = "sha256:4bc6cb140a7a0ad1f7bc37e018d0ed690b7b6520ade518285dc3171f7a117905"}, - {file = "lxml-5.2.2-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:7ff762670cada8e05b32bf1e4dc50b140790909caa8303cfddc4d702b71ea184"}, {file = "lxml-5.2.2-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:57f0a0bbc9868e10ebe874e9f129d2917750adf008fe7b9c1598c0fbbfdde6a6"}, - {file = "lxml-5.2.2-cp37-cp37m-musllinux_1_2_aarch64.whl", hash = "sha256:a6d2092797b388342c1bc932077ad232f914351932353e2e8706851c870bca1f"}, {file = "lxml-5.2.2-cp37-cp37m-musllinux_1_2_x86_64.whl", hash = "sha256:60499fe961b21264e17a471ec296dcbf4365fbea611bf9e303ab69db7159ce61"}, {file = "lxml-5.2.2-cp37-cp37m-win32.whl", hash = "sha256:d9b342c76003c6b9336a80efcc766748a333573abf9350f4094ee46b006ec18f"}, {file = "lxml-5.2.2-cp37-cp37m-win_amd64.whl", hash = "sha256:b16db2770517b8799c79aa80f4053cd6f8b716f21f8aca962725a9565ce3ee40"}, @@ -7646,7 +7641,7 @@ nvidia = ["langchain-nvidia-ai-endpoints (==0.0.9)"] [[package]] name = "ragstack-ai-langflow-base" -version = "0.0.7" +version = "0.0.8" description = "RAGStack Langflow base" optional = false python-versions = ">=3.10,<3.13" @@ -10453,4 +10448,4 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"] [metadata] lock-version = "2.0" python-versions = ">=3.10,<3.13" -content-hash = "05b7b50a8db6ac9c064666cb3550912dcc442cff4aed2bda1a10d784426fc9b9" +content-hash = "193906f574683ab2ffe3ab60dbd3cbf21818a36f76b9e7725c789d5dc19fa2c5" diff --git a/pyproject.toml b/pyproject.toml index 5878d753862c..1a513f35e8e1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -17,7 +17,7 @@ langflow = "langflow.__main__:main" [tool.poetry.dependencies] python = ">=3.10,<3.13" -ragstack-ai-langflow-base = "0.0.7" +ragstack-ai-langflow-base = "0.0.8" beautifulsoup4 = "^4.12.2" google-search-results = "^2.4.1" google-api-python-client = "^2.130.0" From 9ed2d2ac1276b7d79326359d892598e3fe6b2b9d Mon Sep 17 00:00:00 2001 From: ming luo <itestmycode@gmail.com> Date: Fri, 31 May 2024 11:55:21 -0400 Subject: [PATCH 15/22] Release ragstack-ai-langflow 0.0.8 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 1a513f35e8e1..e7a2191e581e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "ragstack-ai-langflow" -version = "0.0.7" +version = "0.0.8" description = "RAGStack Langflow" license = "BUSL-1.1" authors = ["DataStax"] From e45efdb494d0e6e7d6bfc34faa161263fa8a9435 Mon Sep 17 00:00:00 2001 From: ming <itestmycode@gmail.com> Date: Mon, 3 Jun 2024 11:54:52 -0400 Subject: [PATCH 16/22] docker image with endpoint entry (#22) * build backend with endpoint entry * add curl to the entrypoint based image * poetry version from pyproject.xml --- .../ragstack-docker-release/action.yml | 5 +++ ragstack/docker/backend-ep/Dockerfile | 45 +++++++++++++++++++ ragstack/docker/backend/Dockerfile | 10 ++--- ragstack/docker/build-backend.sh | 33 +++++++++++++- 4 files changed, 85 insertions(+), 8 deletions(-) create mode 100644 ragstack/docker/backend-ep/Dockerfile diff --git a/.github/actions/ragstack-docker-release/action.yml b/.github/actions/ragstack-docker-release/action.yml index 4e64e6ad0853..1cfbd65c7da7 100644 --- a/.github/actions/ragstack-docker-release/action.yml +++ b/.github/actions/ragstack-docker-release/action.yml @@ -41,6 +41,7 @@ runs: shell: bash run: | backend_full_name=ghcr.io/datastax/ragstack-ai-langflow-backend + backend_ep_full_name=ghcr.io/datastax/ragstack-ai-langflow-backend-ep frontend_full_name=ghcr.io/datastax/ragstack-ai-langflow-frontend v="${{ inputs.version }}" @@ -49,6 +50,10 @@ runs: docker push $backend_full_name:$v docker push $backend_full_name:latest + docker tag ragstack-ai-langflow-backend-ep:latest $backend_ep_full_name:$v + docker tag ragstack-ai-langflow-backend-ep:latest $backend_ep_full_name:latest + docker push $backend_ep_full_name:$v + docker push $backend_ep_full_name:latest docker tag ragstack-ai-langflow-frontend:latest $frontend_full_name:$v docker tag ragstack-ai-langflow-frontend:latest $frontend_full_name:latest diff --git a/ragstack/docker/backend-ep/Dockerfile b/ragstack/docker/backend-ep/Dockerfile new file mode 100644 index 000000000000..6117206fa360 --- /dev/null +++ b/ragstack/docker/backend-ep/Dockerfile @@ -0,0 +1,45 @@ +FROM python:3.11-slim-bookworm as builder +RUN pip install poetry==1.7.1 + +ENV POETRY_VIRTUALENVS_IN_PROJECT=1 +ENV POETRY_VIRTUALENVS_CREATE=1 +ENV POETRY_CACHE_DIR=/tmp/poetry_cache + +ARG DEBIAN_FRONTEND=noninteractive +RUN echo 'Acquire::http::Timeout "30";\nAcquire::http::ConnectionAttemptDelayMsec "2000";\nAcquire::https::Timeout "30";\nAcquire::https::ConnectionAttemptDelayMsec "2000";\nAcquire::ftp::Timeout "30";\nAcquire::ftp::ConnectionAttemptDelayMsec "2000";\nAcquire::Retries "15";' > /etc/apt/apt.conf.d/99timeout_and_retries \ + && apt-get update && apt-get -y dist-upgrade && apt-get -y install gcc +RUN mkdir /app +COPY pyproject.toml poetry.lock* README* /app/ + +COPY src/backend /app/src/backend + +RUN cd /app && poetry install --no-interaction --no-ansi -E deploy + +FROM python:3.11-slim-bookworm as runtime + +ARG VERSION +RUN echo "The version is: $VERSION" + +LABEL org.opencontainers.image.title=ragstack-ai-langflow +LABEL org.opencontainers.image.version=$VERSION +LABEL org.opencontainers.image.authors=['DataStax'] +LABEL org.opencontainers.image.licenses=BUSL-1.1 +LABEL org.opencontainers.image.url=https://github.com/datastax/ragstack-ai-langflow +LABEL org.opencontainers.image.source=https://github.com/datastax/ragstack-ai-langflow + +# Update package list and install curl +RUN apt-get update && apt-get install -y curl && rm -rf /var/lib/apt/lists/* + +ENV PATH="/app/.venv/bin:$PATH" +ENV PYTHONUNBUFFERED=1 + +RUN useradd ragstack -u 10000 -g 0 --no-create-home --home-dir /app/data +RUN mkdir /data +RUN chown -R 10000:0 /data + +USER 10000 + +WORKDIR /app +COPY --from=builder --chown=10000 /app/ /app/ + +ENTRYPOINT ["langflow", "run", "--host", "0.0.0.0", "--backend-only"] diff --git a/ragstack/docker/backend/Dockerfile b/ragstack/docker/backend/Dockerfile index 16d0a0004622..8ecb8ace2a75 100644 --- a/ragstack/docker/backend/Dockerfile +++ b/ragstack/docker/backend/Dockerfile @@ -17,22 +17,20 @@ RUN cd /app && poetry install --no-interaction --no-ansi -E deploy FROM python:3.11-slim-bookworm as runtime +ARG VERSION +RUN echo "The version is: $VERSION" + LABEL org.opencontainers.image.title=ragstack-ai-langflow -LABEL org.opencontainers.image.version=0.0.2 +LABEL org.opencontainers.image.version=$VERSION LABEL org.opencontainers.image.authors=['DataStax'] LABEL org.opencontainers.image.licenses=BUSL-1.1 LABEL org.opencontainers.image.url=https://github.com/datastax/ragstack-ai-langflow LABEL org.opencontainers.image.source=https://github.com/datastax/ragstack-ai-langflow -# Update package list and install curl -RUN apt-get update && apt-get install -y curl && rm -rf /var/lib/apt/lists/* - ENV PATH="/app/.venv/bin:$PATH" ENV PYTHONUNBUFFERED=1 RUN useradd ragstack -u 10000 -g 0 --no-create-home --home-dir /app/data -RUN mkdir /data -RUN chown -R 10000:0 /data USER 10000 diff --git a/ragstack/docker/build-backend.sh b/ragstack/docker/build-backend.sh index 92bf2024eda1..cb11ef7631e8 100755 --- a/ragstack/docker/build-backend.sh +++ b/ragstack/docker/build-backend.sh @@ -1,7 +1,36 @@ #!/bin/bash set -e RAGSTACK_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )"/.. >/dev/null 2>&1 && pwd )" + +cd $RAGSTACK_DIR +if command -v poetry &> /dev/null +then + version=$(poetry version | awk '{print $2}') +else + pyproject="$RAGSTACK_DIR/../pyproject.toml" + echo "pyproject file $pyproject" + if [[ -f "$pyproject" ]]; then + version=$(grep "^version" $pyproject | awk -F'=' '{gsub(/ /,"",$2); print $2}' | tr -d '"') + if [[ -n "$version" ]]; then + echo "Poetry is not installed. Version from pyproject.toml: $version" + else + echo "Version not found in $pyproject." + exit 1 + fi + else + echo "pyproject.toml file $pyproject not found." + exit 1 + fi +fi + +echo "build docker image version $version ..." + cd $RAGSTACK_DIR/docker/backend echo "Building backend image" -docker build -t ragstack-ai-langflow-backend:latest -f Dockerfile ../../.. -echo "Done ragstack-ai-langflow-backend:latest " \ No newline at end of file +docker build --build-arg VERSION=${version} -t ragstack-ai-langflow-backend:latest -f Dockerfile ../../.. +echo "Done ragstack-ai-langflow-backend:latest " + +cd $RAGSTACK_DIR/docker/backend-ep +docker build --build-arg VERSION=${version} -t ragstack-ai-langflow-backend-ep:latest -f Dockerfile ../../.. +echo "Done ragstack-ai-langflow-backend-ep:latest " + From 6a8cc56dd6fadf5e5a940bdfca32c1bc594ada1f Mon Sep 17 00:00:00 2001 From: ming luo <itestmycode@gmail.com> Date: Mon, 3 Jun 2024 13:40:58 -0400 Subject: [PATCH 17/22] Release ragstack-ai-langflow-base 0.0.9 --- src/backend/base/pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/backend/base/pyproject.toml b/src/backend/base/pyproject.toml index a29e27a7d9e9..57435165d335 100644 --- a/src/backend/base/pyproject.toml +++ b/src/backend/base/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "ragstack-ai-langflow-base" -version = "0.0.8" +version = "0.0.9" description = "RAGStack Langflow base" license = "BUSL-1.1" authors = ["DataStax"] From 4b54c18affbc330d4f4d5389c2b0b09e22e308af Mon Sep 17 00:00:00 2001 From: ming <itestmycode@gmail.com> Date: Mon, 3 Jun 2024 14:13:40 -0400 Subject: [PATCH 18/22] bump ragstack-ai-langflow-base 0.0.9 (#25) --- poetry.lock | 4 ++-- pyproject.toml | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/poetry.lock b/poetry.lock index c81ded19096d..22a721b3c297 100644 --- a/poetry.lock +++ b/poetry.lock @@ -7641,7 +7641,7 @@ nvidia = ["langchain-nvidia-ai-endpoints (==0.0.9)"] [[package]] name = "ragstack-ai-langflow-base" -version = "0.0.8" +version = "0.0.9" description = "RAGStack Langflow base" optional = false python-versions = ">=3.10,<3.13" @@ -10448,4 +10448,4 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"] [metadata] lock-version = "2.0" python-versions = ">=3.10,<3.13" -content-hash = "193906f574683ab2ffe3ab60dbd3cbf21818a36f76b9e7725c789d5dc19fa2c5" +content-hash = "384522cef9bf5331e4fb1e318dfe56393ea9042ae11b22678ae29e8e883521dc" diff --git a/pyproject.toml b/pyproject.toml index e7a2191e581e..53085185d782 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -17,7 +17,7 @@ langflow = "langflow.__main__:main" [tool.poetry.dependencies] python = ">=3.10,<3.13" -ragstack-ai-langflow-base = "0.0.8" +ragstack-ai-langflow-base = "0.0.9" beautifulsoup4 = "^4.12.2" google-search-results = "^2.4.1" google-api-python-client = "^2.130.0" From be57db71204268e09cce7f210db285da5f4d5856 Mon Sep 17 00:00:00 2001 From: ming luo <itestmycode@gmail.com> Date: Mon, 3 Jun 2024 14:14:48 -0400 Subject: [PATCH 19/22] Release ragstack-ai-langflow 0.0.9 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 53085185d782..77a15a747b79 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "ragstack-ai-langflow" -version = "0.0.8" +version = "0.0.9" description = "RAGStack Langflow" license = "BUSL-1.1" authors = ["DataStax"] From bbd1b7d4207dede3bdadccdc377ea01754d36556 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= <boschi1997@gmail.com> Date: Tue, 4 Jun 2024 16:47:35 +0200 Subject: [PATCH 20/22] Add langflow runtime chart (#24) --- ragstack/charts/langflow-runtime/README.md | 44 +++ .../examples/just-chat/Dockerfile | 4 + .../examples/just-chat/README.md | 15 + .../examples/just-chat/justchat.json | 362 ++++++++++++++++++ .../examples/just-chat/values.yaml | 11 + .../langflow-runtime/.helmignore | 23 ++ .../langflow-runtime/Chart.yaml | 6 + .../langflow-runtime/templates/_helpers.tpl | 62 +++ .../templates/deployment.yaml | 90 +++++ .../langflow-runtime/templates/ingress.yaml | 61 +++ .../langflow-runtime/templates/service.yaml | 15 + .../templates/serviceaccount.yaml | 13 + .../langflow-runtime/values.yaml | 111 ++++++ 13 files changed, 817 insertions(+) create mode 100644 ragstack/charts/langflow-runtime/README.md create mode 100644 ragstack/charts/langflow-runtime/examples/just-chat/Dockerfile create mode 100644 ragstack/charts/langflow-runtime/examples/just-chat/README.md create mode 100644 ragstack/charts/langflow-runtime/examples/just-chat/justchat.json create mode 100644 ragstack/charts/langflow-runtime/examples/just-chat/values.yaml create mode 100644 ragstack/charts/langflow-runtime/langflow-runtime/.helmignore create mode 100644 ragstack/charts/langflow-runtime/langflow-runtime/Chart.yaml create mode 100644 ragstack/charts/langflow-runtime/langflow-runtime/templates/_helpers.tpl create mode 100644 ragstack/charts/langflow-runtime/langflow-runtime/templates/deployment.yaml create mode 100644 ragstack/charts/langflow-runtime/langflow-runtime/templates/ingress.yaml create mode 100644 ragstack/charts/langflow-runtime/langflow-runtime/templates/service.yaml create mode 100644 ragstack/charts/langflow-runtime/langflow-runtime/templates/serviceaccount.yaml create mode 100644 ragstack/charts/langflow-runtime/langflow-runtime/values.yaml diff --git a/ragstack/charts/langflow-runtime/README.md b/ragstack/charts/langflow-runtime/README.md new file mode 100644 index 000000000000..7bce8b9070c1 --- /dev/null +++ b/ragstack/charts/langflow-runtime/README.md @@ -0,0 +1,44 @@ +# LangFlow runtime chart + +Deploy LangFlow flows to Kubernetes with this Helm chart. + +## Import a flow + +There are two ways to import a flow: + +1. **From a remote location**: You can reference a flow stored in a remote location, such as a URL or a Git repository by customizing the `values.yaml` file in the section `downloadFlows`: + +```yaml +downloadFlows: + flows: + - url: https://raw.githubusercontent.com/langflow-ai/langflow/dev/tests/data/BasicChatwithPromptandHistory.json +# basicAuth: "myuser:mypassword" +# headers: +# Authorization: "Bearer my-key" +``` + +2. **Packaging the flow as docker image**: You can add a flow from to a docker image based on Langflow runtime and refer to it in the chart. + See an example in the `apps` directory. + +## Deploy the flow + +``` +helm install langflow ./langflow-runtime \ + --set "downloadFlows.flows[0].uuid=4ca07770-c0e4-487c-ad42-77c6039ce02e" \ + --set "downloadFlows.flows[0].url=https://raw.githubusercontent.com/nicoloboschi/langflow-flows/main/openai.json" \ + --set replicaCount=1 + +kubectl port-forward svc/langflow-langflow-runtime 7860:7860 + +curl -X POST \ + "http://localhost:7860/api/v1/run/4ca07770-c0e4-487c-ad42-77c6039ce02e?stream=false" \ + -H 'Content-Type: application/json'\ + -d '{"input_value": "message", + "output_type": "chat", + "input_type": "chat", + "tweaks": { + "ChatInput-1BPcY": {}, + "ChatOutput-J1bsS": {} +}}' + +``` diff --git a/ragstack/charts/langflow-runtime/examples/just-chat/Dockerfile b/ragstack/charts/langflow-runtime/examples/just-chat/Dockerfile new file mode 100644 index 000000000000..1c524e9c0a24 --- /dev/null +++ b/ragstack/charts/langflow-runtime/examples/just-chat/Dockerfile @@ -0,0 +1,4 @@ +FROM ghcr.io/datastax/ragstack-ai-langflow-backend:0.0.8 +RUN mkdir /app/flows +COPY ./*json /app/flows/. +ENV LANGFLOW_LOAD_FLOWS_PATH=/app/flows diff --git a/ragstack/charts/langflow-runtime/examples/just-chat/README.md b/ragstack/charts/langflow-runtime/examples/just-chat/README.md new file mode 100644 index 000000000000..34fb3a7d33b5 --- /dev/null +++ b/ragstack/charts/langflow-runtime/examples/just-chat/README.md @@ -0,0 +1,15 @@ +# Package the flow as docker image + +You can package the flow as a docker image and refer to it in the chart. + +``` +docker build -t langflow-just-chat . +``` + +Then refer to this image in the `values.yaml`: + +```yaml +image: + repository: langflow-just-chat + tag: latest +``` diff --git a/ragstack/charts/langflow-runtime/examples/just-chat/justchat.json b/ragstack/charts/langflow-runtime/examples/just-chat/justchat.json new file mode 100644 index 000000000000..3a7bcf21c6fb --- /dev/null +++ b/ragstack/charts/langflow-runtime/examples/just-chat/justchat.json @@ -0,0 +1,362 @@ +{ + "id": "4ca07770-c0e4-487c-ad42-77c6039ce02e", + "data": { + "nodes": [ + { + "id": "ChatInput-FKsPa", + "type": "genericNode", + "position": { "x": 393, "y": 150.625 }, + "data": { + "type": "ChatInput", + "node": { + "template": { + "code": { + "type": "code", + "required": true, + "placeholder": "", + "list": false, + "show": true, + "multiline": true, + "value": "from typing import Optional, Union\n\nfrom langflow.base.io.chat import ChatComponent\nfrom langflow.field_typing import Text\nfrom langflow.schema import Record\n\n\nclass ChatInput(ChatComponent):\n display_name = \"Chat Input\"\n description = \"Get chat inputs from the Playground.\"\n icon = \"ChatInput\"\n\n def build_config(self):\n build_config = super().build_config()\n build_config[\"input_value\"] = {\n \"input_types\": [],\n \"display_name\": \"Message\",\n \"multiline\": True,\n }\n\n return build_config\n\n def build(\n self,\n sender: Optional[str] = \"User\",\n sender_name: Optional[str] = \"User\",\n input_value: Optional[str] = None,\n session_id: Optional[str] = None,\n return_record: Optional[bool] = False,\n ) -> Union[Text, Record]:\n return super().build_no_record(\n sender=sender,\n sender_name=sender_name,\n input_value=input_value,\n session_id=session_id,\n return_record=return_record,\n )\n", + "fileTypes": [], + "file_path": "", + "password": false, + "name": "code", + "advanced": true, + "dynamic": true, + "info": "", + "load_from_db": false, + "title_case": false + }, + "input_value": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": true, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "input_value", + "display_name": "Message", + "advanced": false, + "input_types": [], + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false, + "value": "asasa" + }, + "return_record": { + "type": "bool", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "return_record", + "display_name": "Return Record", + "advanced": true, + "dynamic": false, + "info": "Return the message as a record containing the sender, sender_name, and session_id.", + "load_from_db": false, + "title_case": false + }, + "sender": { + "type": "str", + "required": false, + "placeholder": "", + "list": true, + "show": true, + "multiline": false, + "value": "User", + "fileTypes": [], + "file_path": "", + "password": false, + "options": ["Machine", "User"], + "name": "sender", + "display_name": "Sender Type", + "advanced": true, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "sender_name": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": "User", + "fileTypes": [], + "file_path": "", + "password": false, + "name": "sender_name", + "display_name": "Sender Name", + "advanced": false, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "session_id": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "session_id", + "display_name": "Session ID", + "advanced": true, + "dynamic": false, + "info": "If provided, the message will be stored in the memory.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "_type": "CustomComponent" + }, + "description": "Get chat inputs from the Playground.", + "icon": "ChatInput", + "base_classes": ["object", "Record", "str", "Text"], + "display_name": "Chat Input", + "documentation": "", + "custom_fields": { + "sender": null, + "sender_name": null, + "input_value": null, + "session_id": null, + "return_record": null + }, + "output_types": ["Text", "Record"], + "field_formatters": {}, + "frozen": false, + "field_order": [], + "beta": false + }, + "id": "ChatInput-FKsPa" + }, + "selected": false, + "width": 384, + "height": 375 + }, + { + "id": "ChatOutput-KPOpD", + "type": "genericNode", + "position": { "x": 1032, "y": 283.625 }, + "data": { + "type": "ChatOutput", + "node": { + "template": { + "code": { + "type": "code", + "required": true, + "placeholder": "", + "list": false, + "show": true, + "multiline": true, + "value": "from typing import Optional, Union\n\nfrom langflow.base.io.chat import ChatComponent\nfrom langflow.field_typing import Text\nfrom langflow.schema import Record\n\n\nclass ChatOutput(ChatComponent):\n display_name = \"Chat Output\"\n description = \"Display a chat message in the Playground.\"\n icon = \"ChatOutput\"\n\n def build(\n self,\n sender: Optional[str] = \"Machine\",\n sender_name: Optional[str] = \"AI\",\n input_value: Optional[str] = None,\n session_id: Optional[str] = None,\n return_record: Optional[bool] = False,\n record_template: Optional[str] = \"{text}\",\n ) -> Union[Text, Record]:\n return super().build_with_record(\n sender=sender,\n sender_name=sender_name,\n input_value=input_value,\n session_id=session_id,\n return_record=return_record,\n record_template=record_template or \"\",\n )\n", + "fileTypes": [], + "file_path": "", + "password": false, + "name": "code", + "advanced": true, + "dynamic": true, + "info": "", + "load_from_db": false, + "title_case": false + }, + "input_value": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": true, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "input_value", + "display_name": "Message", + "advanced": false, + "input_types": ["Text"], + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false + }, + "record_template": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": true, + "value": "{text}", + "fileTypes": [], + "file_path": "", + "password": false, + "name": "record_template", + "display_name": "Record Template", + "advanced": true, + "dynamic": false, + "info": "In case of Message being a Record, this template will be used to convert it to text.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "return_record": { + "type": "bool", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "return_record", + "display_name": "Return Record", + "advanced": true, + "dynamic": false, + "info": "Return the message as a record containing the sender, sender_name, and session_id.", + "load_from_db": false, + "title_case": false + }, + "sender": { + "type": "str", + "required": false, + "placeholder": "", + "list": true, + "show": true, + "multiline": false, + "value": "Machine", + "fileTypes": [], + "file_path": "", + "password": false, + "options": ["Machine", "User"], + "name": "sender", + "display_name": "Sender Type", + "advanced": true, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "sender_name": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "value": "AI", + "fileTypes": [], + "file_path": "", + "password": false, + "name": "sender_name", + "display_name": "Sender Name", + "advanced": false, + "dynamic": false, + "info": "", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "session_id": { + "type": "str", + "required": false, + "placeholder": "", + "list": false, + "show": true, + "multiline": false, + "fileTypes": [], + "file_path": "", + "password": false, + "name": "session_id", + "display_name": "Session ID", + "advanced": true, + "dynamic": false, + "info": "If provided, the message will be stored in the memory.", + "load_from_db": false, + "title_case": false, + "input_types": ["Text"] + }, + "_type": "CustomComponent" + }, + "description": "Display a chat message in the Playground.", + "icon": "ChatOutput", + "base_classes": ["object", "Record", "str", "Text"], + "display_name": "Chat Output", + "documentation": "", + "custom_fields": { + "sender": null, + "sender_name": null, + "input_value": null, + "session_id": null, + "return_record": null, + "record_template": null + }, + "output_types": ["Text", "Record"], + "field_formatters": {}, + "frozen": false, + "field_order": [], + "beta": false + }, + "id": "ChatOutput-KPOpD" + }, + "selected": false, + "width": 384, + "height": 383 + } + ], + "edges": [ + { + "source": "ChatInput-FKsPa", + "sourceHandle": "{œbaseClassesœ:[œobjectœ,œRecordœ,œstrœ,œTextœ],œdataTypeœ:œChatInputœ,œidœ:œChatInput-FKsPaœ}", + "target": "ChatOutput-KPOpD", + "targetHandle": "{œfieldNameœ:œinput_valueœ,œidœ:œChatOutput-KPOpDœ,œinputTypesœ:[œTextœ],œtypeœ:œstrœ}", + "data": { + "targetHandle": { + "fieldName": "input_value", + "id": "ChatOutput-KPOpD", + "inputTypes": ["Text"], + "type": "str" + }, + "sourceHandle": { + "baseClasses": ["object", "Record", "str", "Text"], + "dataType": "ChatInput", + "id": "ChatInput-FKsPa" + } + }, + "style": { "stroke": "#555" }, + "className": "stroke-foreground stroke-connection", + "id": "reactflow__edge-ChatInput-FKsPa{œbaseClassesœ:[œobjectœ,œRecordœ,œstrœ,œTextœ],œdataTypeœ:œChatInputœ,œidœ:œChatInput-FKsPaœ}-ChatOutput-KPOpD{œfieldNameœ:œinput_valueœ,œidœ:œChatOutput-KPOpDœ,œinputTypesœ:[œTextœ],œtypeœ:œstrœ}" + } + ], + "viewport": { + "x": -107.7632978980871, + "y": -17.72772770977791, + "zoom": 1.2660822170323138 + } + }, + "description": "Craft Language Connections Here.", + "name": "justchat", + "last_tested_version": "0.0.3", + "is_component": false +} diff --git a/ragstack/charts/langflow-runtime/examples/just-chat/values.yaml b/ragstack/charts/langflow-runtime/examples/just-chat/values.yaml new file mode 100644 index 000000000000..ac6bc22150cf --- /dev/null +++ b/ragstack/charts/langflow-runtime/examples/just-chat/values.yaml @@ -0,0 +1,11 @@ +image: + repository: "langflow-just-chat" + tag: latest + +downloadFlows: + path: /app/flows + flows: + - url: https://raw.githubusercontent.com/langflow-ai/langflow/dev/tests/data/BasicChatwithPromptandHistory.json + basicAuth: "myuser:cc" + headers: + X-test: "Bearer my" diff --git a/ragstack/charts/langflow-runtime/langflow-runtime/.helmignore b/ragstack/charts/langflow-runtime/langflow-runtime/.helmignore new file mode 100644 index 000000000000..0e8a0eb36f4c --- /dev/null +++ b/ragstack/charts/langflow-runtime/langflow-runtime/.helmignore @@ -0,0 +1,23 @@ +# Patterns to ignore when building packages. +# This supports shell glob matching, relative path matching, and +# negation (prefixed with !). Only one pattern per line. +.DS_Store +# Common VCS dirs +.git/ +.gitignore +.bzr/ +.bzrignore +.hg/ +.hgignore +.svn/ +# Common backup files +*.swp +*.bak +*.tmp +*.orig +*~ +# Various IDEs +.project +.idea/ +*.tmproj +.vscode/ diff --git a/ragstack/charts/langflow-runtime/langflow-runtime/Chart.yaml b/ragstack/charts/langflow-runtime/langflow-runtime/Chart.yaml new file mode 100644 index 000000000000..cb3af2f22293 --- /dev/null +++ b/ragstack/charts/langflow-runtime/langflow-runtime/Chart.yaml @@ -0,0 +1,6 @@ +apiVersion: v2 +name: langflow-runtime +description: A helm chart for running LangFlow flows as a service +type: application +version: 0.1.0 +appVersion: "" diff --git a/ragstack/charts/langflow-runtime/langflow-runtime/templates/_helpers.tpl b/ragstack/charts/langflow-runtime/langflow-runtime/templates/_helpers.tpl new file mode 100644 index 000000000000..bf1da88efa9a --- /dev/null +++ b/ragstack/charts/langflow-runtime/langflow-runtime/templates/_helpers.tpl @@ -0,0 +1,62 @@ +{{/* +Expand the name of the chart. +*/}} +{{- define "langflow-runtime.name" -}} +{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }} +{{- end }} + +{{/* +Create a default fully qualified app name. +We truncate at 63 chars because some Kubernetes name fields are limited to this (by the DNS naming spec). +If release name contains chart name it will be used as a full name. +*/}} +{{- define "langflow-runtime.fullname" -}} +{{- if .Values.fullnameOverride }} +{{- .Values.fullnameOverride | trunc 63 | trimSuffix "-" }} +{{- else }} +{{- $name := default .Chart.Name .Values.nameOverride }} +{{- if contains $name .Release.Name }} +{{- .Release.Name | trunc 63 | trimSuffix "-" }} +{{- else }} +{{- printf "%s-%s" .Release.Name $name | trunc 63 | trimSuffix "-" }} +{{- end }} +{{- end }} +{{- end }} + +{{/* +Create chart name and version as used by the chart label. +*/}} +{{- define "langflow-runtime.chart" -}} +{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }} +{{- end }} + +{{/* +Common labels +*/}} +{{- define "langflow-runtime.labels" -}} +helm.sh/chart: {{ include "langflow-runtime.chart" . }} +{{ include "langflow-runtime.selectorLabels" . }} +{{- if .Chart.AppVersion }} +app.kubernetes.io/version: {{ .Chart.AppVersion | quote }} +{{- end }} +app.kubernetes.io/managed-by: {{ .Release.Service }} +{{- end }} + +{{/* +Selector labels +*/}} +{{- define "langflow-runtime.selectorLabels" -}} +app.kubernetes.io/name: {{ include "langflow-runtime.name" . }} +app.kubernetes.io/instance: {{ .Release.Name }} +{{- end }} + +{{/* +Create the name of the service account to use +*/}} +{{- define "langflow-runtime.serviceAccountName" -}} +{{- if .Values.serviceAccount.create }} +{{- default (include "langflow-runtime.fullname" .) .Values.serviceAccount.name }} +{{- else }} +{{- default "default" .Values.serviceAccount.name }} +{{- end }} +{{- end }} diff --git a/ragstack/charts/langflow-runtime/langflow-runtime/templates/deployment.yaml b/ragstack/charts/langflow-runtime/langflow-runtime/templates/deployment.yaml new file mode 100644 index 000000000000..fe183a2dc3e2 --- /dev/null +++ b/ragstack/charts/langflow-runtime/langflow-runtime/templates/deployment.yaml @@ -0,0 +1,90 @@ +apiVersion: apps/v1 +kind: Deployment +metadata: + name: {{ include "langflow-runtime.fullname" . }} + labels: + {{- include "langflow-runtime.labels" . | nindent 4 }} +spec: + replicas: {{ .Values.replicaCount }} + selector: + matchLabels: + {{- include "langflow-runtime.selectorLabels" . | nindent 6 }} + template: + metadata: + {{- with .Values.podAnnotations }} + annotations: + {{- toYaml . | nindent 8 }} + {{- end }} + labels: + {{- include "langflow-runtime.labels" . | nindent 8 }} + {{- with .Values.podLabels }} + {{- toYaml . | nindent 8 }} + {{- end }} + spec: + {{- with .Values.imagePullSecrets }} + imagePullSecrets: + {{- toYaml . | nindent 8 }} + {{- end }} + serviceAccountName: {{ include "langflow-runtime.serviceAccountName" . }} + securityContext: + {{- toYaml .Values.podSecurityContext | nindent 8 }} + containers: + - name: {{ .Chart.Name }} + securityContext: + {{- toYaml .Values.securityContext | nindent 12 }} + image: "{{ .Values.image.repository }}:{{ .Values.image.tag | default .Chart.AppVersion }}" + imagePullPolicy: {{ .Values.image.pullPolicy }} + ports: + - name: http + containerPort: {{ .Values.service.port }} + protocol: TCP + livenessProbe: + {{- toYaml .Values.livenessProbe | nindent 12 }} + readinessProbe: + {{- toYaml .Values.readinessProbe | nindent 12 }} + resources: + {{- toYaml .Values.resources | nindent 12 }} + volumeMounts: + {{- with .Values.volumeMounts }} + {{- toYaml . | nindent 12 }} + {{- end }} + command: ["/bin/bash", "-cx"] + args: + - > + set -e && + mkdir -p {{ .Values.downloadFlows.path }} && + {{- range .Values.downloadFlows.flows }} + echo "Downloading flows from {{ .url }}" && + curl --fail -o {{ $.Values.downloadFlows.path }}/{{ .uuid | default (.url | sha256sum | trunc 8) }}.json \ + {{- if .basicAuth }} + -u "{{ .basicAuth }}" \ + {{- end }} + {{- if .headers }} + {{- range $key, $value := .headers }} + -H "{{ $key }}: {{ $value }}" \ + {{- end }} + {{- end }} + {{ .url }} && + {{- end }} + echo 'Flows downloaded' && + langflow run --backend-only --host 0.0.0.0 --port {{ .Values.service.port }} + env: + - name: LANGFLOW_LOAD_FLOWS_PATH + value: "{{ .Values.downloadFlows.path }}" + {{- toYaml .Values.env | nindent 12 }} + {{- with .Values.volumes }} + volumes: + {{- toYaml . | nindent 8 }} + {{- end }} + {{- with .Values.nodeSelector }} + nodeSelector: + {{- toYaml . | nindent 8 }} + {{- end }} + {{- with .Values.affinity }} + affinity: + {{- toYaml . | nindent 8 }} + {{- end }} + {{- with .Values.tolerations }} + tolerations: + {{- toYaml . | nindent 8 }} + {{- end }} diff --git a/ragstack/charts/langflow-runtime/langflow-runtime/templates/ingress.yaml b/ragstack/charts/langflow-runtime/langflow-runtime/templates/ingress.yaml new file mode 100644 index 000000000000..05ead6bc79e1 --- /dev/null +++ b/ragstack/charts/langflow-runtime/langflow-runtime/templates/ingress.yaml @@ -0,0 +1,61 @@ +{{- if .Values.ingress.enabled -}} +{{- $fullName := include "langflow-runtime.fullname" . -}} +{{- $svcPort := .Values.service.port -}} +{{- if and .Values.ingress.className (not (semverCompare ">=1.18-0" .Capabilities.KubeVersion.GitVersion)) }} + {{- if not (hasKey .Values.ingress.annotations "kubernetes.io/ingress.class") }} + {{- $_ := set .Values.ingress.annotations "kubernetes.io/ingress.class" .Values.ingress.className}} + {{- end }} +{{- end }} +{{- if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion -}} +apiVersion: networking.k8s.io/v1 +{{- else if semverCompare ">=1.14-0" .Capabilities.KubeVersion.GitVersion -}} +apiVersion: networking.k8s.io/v1beta1 +{{- else -}} +apiVersion: extensions/v1beta1 +{{- end }} +kind: Ingress +metadata: + name: {{ $fullName }} + labels: + {{- include "langflow-runtime.labels" . | nindent 4 }} + {{- with .Values.ingress.annotations }} + annotations: + {{- toYaml . | nindent 4 }} + {{- end }} +spec: + {{- if and .Values.ingress.className (semverCompare ">=1.18-0" .Capabilities.KubeVersion.GitVersion) }} + ingressClassName: {{ .Values.ingress.className }} + {{- end }} + {{- if .Values.ingress.tls }} + tls: + {{- range .Values.ingress.tls }} + - hosts: + {{- range .hosts }} + - {{ . | quote }} + {{- end }} + secretName: {{ .secretName }} + {{- end }} + {{- end }} + rules: + {{- range .Values.ingress.hosts }} + - host: {{ .host | quote }} + http: + paths: + {{- range .paths }} + - path: {{ .path }} + {{- if and .pathType (semverCompare ">=1.18-0" $.Capabilities.KubeVersion.GitVersion) }} + pathType: {{ .pathType }} + {{- end }} + backend: + {{- if semverCompare ">=1.19-0" $.Capabilities.KubeVersion.GitVersion }} + service: + name: {{ $fullName }} + port: + number: {{ $svcPort }} + {{- else }} + serviceName: {{ $fullName }} + servicePort: {{ $svcPort }} + {{- end }} + {{- end }} + {{- end }} +{{- end }} diff --git a/ragstack/charts/langflow-runtime/langflow-runtime/templates/service.yaml b/ragstack/charts/langflow-runtime/langflow-runtime/templates/service.yaml new file mode 100644 index 000000000000..1c2fe4b24b92 --- /dev/null +++ b/ragstack/charts/langflow-runtime/langflow-runtime/templates/service.yaml @@ -0,0 +1,15 @@ +apiVersion: v1 +kind: Service +metadata: + name: {{ include "langflow-runtime.fullname" . }} + labels: + {{- include "langflow-runtime.labels" . | nindent 4 }} +spec: + type: {{ .Values.service.type }} + ports: + - port: {{ .Values.service.port }} + targetPort: http + protocol: TCP + name: http + selector: + {{- include "langflow-runtime.selectorLabels" . | nindent 4 }} diff --git a/ragstack/charts/langflow-runtime/langflow-runtime/templates/serviceaccount.yaml b/ragstack/charts/langflow-runtime/langflow-runtime/templates/serviceaccount.yaml new file mode 100644 index 000000000000..1e83bffc63fa --- /dev/null +++ b/ragstack/charts/langflow-runtime/langflow-runtime/templates/serviceaccount.yaml @@ -0,0 +1,13 @@ +{{- if .Values.serviceAccount.create -}} +apiVersion: v1 +kind: ServiceAccount +metadata: + name: {{ include "langflow-runtime.serviceAccountName" . }} + labels: + {{- include "langflow-runtime.labels" . | nindent 4 }} + {{- with .Values.serviceAccount.annotations }} + annotations: + {{- toYaml . | nindent 4 }} + {{- end }} +automountServiceAccountToken: {{ .Values.serviceAccount.automount }} +{{- end }} diff --git a/ragstack/charts/langflow-runtime/langflow-runtime/values.yaml b/ragstack/charts/langflow-runtime/langflow-runtime/values.yaml new file mode 100644 index 000000000000..2d7d08bcb5ed --- /dev/null +++ b/ragstack/charts/langflow-runtime/langflow-runtime/values.yaml @@ -0,0 +1,111 @@ +replicaCount: 1 + +image: + repository: "ghcr.io/datastax/ragstack-ai-langflow-backend" + pullPolicy: IfNotPresent + tag: "latest" + +downloadFlows: + path: /app/flows +# flows: +# - url: https://raw.githubusercontent.com/langflow-ai/langflow/dev/tests/data/basic_example.json +# basicAuth: "myuser:mypassword" +# headers: +# Authorization: "Bearer my-key" + +imagePullSecrets: [] +nameOverride: "" +fullnameOverride: "" + +serviceAccount: + # Specifies whether a service account should be created + create: true + # Automatically mount a ServiceAccount's API credentials? + automount: true + # Annotations to add to the service account + annotations: {} + # The name of the service account to use. + # If not set and create is true, a name is generated using the fullname template + name: "" + +podAnnotations: {} +podLabels: {} + +podSecurityContext: {} + # fsGroup: 2000 + +securityContext: {} + # capabilities: + # drop: + # - ALL + # readOnlyRootFilesystem: true + # runAsNonRoot: true + # runAsUser: 1000 +env: + - name: LANGFLOW_LOG_LEVEL + value: "INFO" +# - name: openai_key_var +# valueFrom: +# secretKeyRef: +# name: openai-key +# key: openai-key + + +service: + type: ClusterIP + port: 7860 + +ingress: + enabled: false + className: "" + annotations: {} + # kubernetes.io/ingress.class: nginx + # kubernetes.io/tls-acme: "true" + hosts: + - host: chart-example.local + paths: + - path: / + pathType: ImplementationSpecific + tls: [] + # - secretName: chart-example-tls + # hosts: + # - chart-example.local + +resources: {} + # We usually recommend not to specify default resources and to leave this as a conscious + # choice for the user. This also increases chances charts run on environments with little + # resources, such as Minikube. If you do want to specify resources, uncomment the following + # lines, adjust them as necessary, and remove the curly braces after 'resources:'. + # limits: + # cpu: 100m + # memory: 128Mi + # requests: + # cpu: 100m + # memory: 128Mi + +livenessProbe: + httpGet: + path: /api/v1/version + port: http +readinessProbe: + httpGet: + path: /api/v1/version + port: http + +volumes: [] +# - name: foo +# secret: +# secretName: mysecret +# optional: false + +# Additional volumeMounts on the output Deployment definition. +volumeMounts: [] +# - name: foo +# mountPath: "/etc/foo" +# readOnly: true + +nodeSelector: {} + +tolerations: [] + +affinity: {} \ No newline at end of file From e53c14dde5dbd108fe1d56824c70e6d791e3ceb1 Mon Sep 17 00:00:00 2001 From: ming <itestmycode@gmail.com> Date: Tue, 4 Jun 2024 14:45:12 -0400 Subject: [PATCH 21/22] Langflow helm chart (#26) * init * add value file and storage class * update nginx 8080 port * docker-compose 8080 frontend port * fronend readiness liveness probes --- .../kubernetes/helm/langflow/.helmignore | 23 +++ .../kubernetes/helm/langflow/Chart.yaml | 29 ++++ .../deploy/kubernetes/helm/langflow/README.md | 19 +++ .../helm/langflow/templates/NOTES.txt | 22 +++ .../helm/langflow/templates/_helpers.tpl | 62 ++++++++ .../templates/backend-statefulset.yaml | 134 +++++++++++++++++ .../langflow/templates/db-storageclass.yaml | 42 ++++++ .../templates/frontend-deployment.yaml | 107 +++++++++++++ .../helm/langflow/templates/hpa.yaml | 28 ++++ .../helm/langflow/templates/ingress.yaml | 41 +++++ .../helm/langflow/templates/service.yaml | 15 ++ .../langflow/templates/serviceaccount.yaml | 12 ++ .../templates/tests/test-connection.yaml | 15 ++ .../kubernetes/helm/langflow/values.yaml | 142 ++++++++++++++++++ ragstack/docker/docker-compose.yml | 2 +- ragstack/docker/frontend/nginx.conf | 2 +- 16 files changed, 693 insertions(+), 2 deletions(-) create mode 100644 ragstack/deploy/kubernetes/helm/langflow/.helmignore create mode 100644 ragstack/deploy/kubernetes/helm/langflow/Chart.yaml create mode 100644 ragstack/deploy/kubernetes/helm/langflow/README.md create mode 100644 ragstack/deploy/kubernetes/helm/langflow/templates/NOTES.txt create mode 100644 ragstack/deploy/kubernetes/helm/langflow/templates/_helpers.tpl create mode 100644 ragstack/deploy/kubernetes/helm/langflow/templates/backend-statefulset.yaml create mode 100644 ragstack/deploy/kubernetes/helm/langflow/templates/db-storageclass.yaml create mode 100644 ragstack/deploy/kubernetes/helm/langflow/templates/frontend-deployment.yaml create mode 100644 ragstack/deploy/kubernetes/helm/langflow/templates/hpa.yaml create mode 100644 ragstack/deploy/kubernetes/helm/langflow/templates/ingress.yaml create mode 100644 ragstack/deploy/kubernetes/helm/langflow/templates/service.yaml create mode 100644 ragstack/deploy/kubernetes/helm/langflow/templates/serviceaccount.yaml create mode 100644 ragstack/deploy/kubernetes/helm/langflow/templates/tests/test-connection.yaml create mode 100644 ragstack/deploy/kubernetes/helm/langflow/values.yaml diff --git a/ragstack/deploy/kubernetes/helm/langflow/.helmignore b/ragstack/deploy/kubernetes/helm/langflow/.helmignore new file mode 100644 index 000000000000..0e8a0eb36f4c --- /dev/null +++ b/ragstack/deploy/kubernetes/helm/langflow/.helmignore @@ -0,0 +1,23 @@ +# Patterns to ignore when building packages. +# This supports shell glob matching, relative path matching, and +# negation (prefixed with !). Only one pattern per line. +.DS_Store +# Common VCS dirs +.git/ +.gitignore +.bzr/ +.bzrignore +.hg/ +.hgignore +.svn/ +# Common backup files +*.swp +*.bak +*.tmp +*.orig +*~ +# Various IDEs +.project +.idea/ +*.tmproj +.vscode/ diff --git a/ragstack/deploy/kubernetes/helm/langflow/Chart.yaml b/ragstack/deploy/kubernetes/helm/langflow/Chart.yaml new file mode 100644 index 000000000000..be932c64a5ee --- /dev/null +++ b/ragstack/deploy/kubernetes/helm/langflow/Chart.yaml @@ -0,0 +1,29 @@ +apiVersion: v2 +name: langflow +description: A Helm chart for Kubernetes + +# A chart can be either an 'application' or a 'library' chart. +# +# Application charts are a collection of templates that can be packaged into versioned archives +# to be deployed. +# +# Library charts provide useful utilities or functions for the chart developer. They're included as +# a dependency of application charts to inject those utilities and functions into the rendering +# pipeline. Library charts do not define any templates and therefore cannot be deployed. +type: application + +# This is the chart version. This version number should be incremented each time you make changes +# to the chart and its templates, including the app version. +# Versions are expected to follow Semantic Versioning (https://semver.org/) +version: 0.1.0 + +# This is the version number of the application being deployed. This version number should be +# incremented each time you make changes to the application. Versions are not expected to +# follow Semantic Versioning. They should reflect the version the application is using. +appVersion: 1.16.0 + +dependencies: + - name: postgresql + version: 12.1.0 + repository: https://charts.bitnami.com/bitnami + condition: postgresql.enabled diff --git a/ragstack/deploy/kubernetes/helm/langflow/README.md b/ragstack/deploy/kubernetes/helm/langflow/README.md new file mode 100644 index 000000000000..dcb62e25bc3b --- /dev/null +++ b/ragstack/deploy/kubernetes/helm/langflow/README.md @@ -0,0 +1,19 @@ +# helm chart + +This is the helm chart for RAGStack LangFlow. Postgres is a dependent chart but optional. + +## how to install + +``` +cd ragstack/deploy/kubernetes/helm + +helm dependency update ./langflow + +kubectl create namespace langflow + +helm install --dry-run langflow ./langflow --values ./langflow/values.yaml + +helm install --namespace langflow --debug langflow ./langflow --values ./langflow/values.yaml + +helm upgrade langflow ./langflow --values ./langflow/values.yaml --namespace langflow --debug +``` diff --git a/ragstack/deploy/kubernetes/helm/langflow/templates/NOTES.txt b/ragstack/deploy/kubernetes/helm/langflow/templates/NOTES.txt new file mode 100644 index 000000000000..2087c008ab73 --- /dev/null +++ b/ragstack/deploy/kubernetes/helm/langflow/templates/NOTES.txt @@ -0,0 +1,22 @@ +1. Get the application URL by running these commands: +{{- if .Values.ingress.enabled }} +{{- range $host := .Values.ingress.hosts }} + {{- range .paths }} + http{{ if $.Values.ingress.tls }}s{{ end }}://{{ $host.host }}{{ . }} + {{- end }} +{{- end }} +{{- else if contains "NodePort" .Values.service.type }} + export NODE_PORT=$(kubectl get --namespace {{ .Release.Namespace }} -o jsonpath="{.spec.ports[0].nodePort}" services {{ include "langflow.fullname" . }}) + export NODE_IP=$(kubectl get nodes --namespace {{ .Release.Namespace }} -o jsonpath="{.items[0].status.addresses[0].address}") + echo http://$NODE_IP:$NODE_PORT +{{- else if contains "LoadBalancer" .Values.service.type }} + NOTE: It may take a few minutes for the LoadBalancer IP to be available. + You can watch the status of by running 'kubectl get --namespace {{ .Release.Namespace }} svc -w {{ include "langflow.fullname" . }}' + export SERVICE_IP=$(kubectl get svc --namespace {{ .Release.Namespace }} {{ include "langflow.fullname" . }} --template "{{"{{ range (index .status.loadBalancer.ingress 0) }}{{.}}{{ end }}"}}") + echo http://$SERVICE_IP:{{ .Values.service.port }} +{{- else if contains "ClusterIP" .Values.service.type }} + export POD_NAME=$(kubectl get pods --namespace {{ .Release.Namespace }} -l "app.kubernetes.io/name={{ include "langflow.name" . }},app.kubernetes.io/instance={{ .Release.Name }}" -o jsonpath="{.items[0].metadata.name}") + export CONTAINER_PORT=$(kubectl get pod --namespace {{ .Release.Namespace }} $POD_NAME -o jsonpath="{.spec.containers[0].ports[0].containerPort}") + echo "Visit http://127.0.0.1:8080 to use your application" + kubectl --namespace {{ .Release.Namespace }} port-forward $POD_NAME 8080:$CONTAINER_PORT +{{- end }} diff --git a/ragstack/deploy/kubernetes/helm/langflow/templates/_helpers.tpl b/ragstack/deploy/kubernetes/helm/langflow/templates/_helpers.tpl new file mode 100644 index 000000000000..fd3b228820f3 --- /dev/null +++ b/ragstack/deploy/kubernetes/helm/langflow/templates/_helpers.tpl @@ -0,0 +1,62 @@ +{{/* +Expand the name of the chart. +*/}} +{{- define "langflow.name" -}} +{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }} +{{- end }} + +{{/* +Create a default fully qualified app name. +We truncate at 63 chars because some Kubernetes name fields are limited to this (by the DNS naming spec). +If release name contains chart name it will be used as a full name. +*/}} +{{- define "langflow.fullname" -}} +{{- if .Values.fullnameOverride }} +{{- .Values.fullnameOverride | trunc 63 | trimSuffix "-" }} +{{- else }} +{{- $name := default .Chart.Name .Values.nameOverride }} +{{- if contains $name .Release.Name }} +{{- .Release.Name | trunc 63 | trimSuffix "-" }} +{{- else }} +{{- printf "%s-%s" .Release.Name $name | trunc 63 | trimSuffix "-" }} +{{- end }} +{{- end }} +{{- end }} + +{{/* +Create chart name and version as used by the chart label. +*/}} +{{- define "langflow.chart" -}} +{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }} +{{- end }} + +{{/* +Common labels +*/}} +{{- define "langflow.labels" -}} +helm.sh/chart: {{ include "langflow.chart" . }} +{{ include "langflow.selectorLabels" . }} +{{- if .Chart.AppVersion }} +app.kubernetes.io/version: {{ .Chart.AppVersion | quote }} +{{- end }} +app.kubernetes.io/managed-by: {{ .Release.Service }} +{{- end }} + +{{/* +Selector labels +*/}} +{{- define "langflow.selectorLabels" -}} +app.kubernetes.io/name: {{ include "langflow.name" . }} +app.kubernetes.io/instance: {{ .Release.Name }} +{{- end }} + +{{/* +Create the name of the service account to use +*/}} +{{- define "langflow.serviceAccountName" -}} +{{- if .Values.serviceAccount.create }} +{{- default (include "langflow.fullname" .) .Values.serviceAccount.name }} +{{- else }} +{{- default "default" .Values.serviceAccount.name }} +{{- end }} +{{- end }} diff --git a/ragstack/deploy/kubernetes/helm/langflow/templates/backend-statefulset.yaml b/ragstack/deploy/kubernetes/helm/langflow/templates/backend-statefulset.yaml new file mode 100644 index 000000000000..932e6f69ba2a --- /dev/null +++ b/ragstack/deploy/kubernetes/helm/langflow/templates/backend-statefulset.yaml @@ -0,0 +1,134 @@ +apiVersion: apps/v1 +kind: StatefulSet +metadata: + name: {{ include "langflow.fullname" . }} + labels: + {{- include "langflow.labels" . | nindent 4 }} +spec: + serviceName: "{{ include "langflow.fullname" . }}-service" + replicas: {{ .Values.langflow.replicaCount }} + selector: + matchLabels: + {{- include "langflow.selectorLabels" . | nindent 6 }} + template: + metadata: + {{- with .Values.langflow.podAnnotations }} + annotations: + {{- toYaml . | nindent 8 }} + {{- end }} + labels: + {{- include "langflow.selectorLabels" . | nindent 8 }} + spec: + {{- with .Values.imagePullSecrets }} + imagePullSecrets: + {{- toYaml . | nindent 8 }} + {{- end }} + serviceAccountName: {{ include "langflow.serviceAccountName" . }} + securityContext: + {{- toYaml .Values.langflow.podSecurityContext | nindent 8 }} + volumes: + {{- if .Values.enableTls }} + - name: certs + secret: + secretName: "{{ .Values.tlsSecretName }}" + {{- end }} + {{- if .Values.secretProvider.enabled }} + - name: secrets-store-inline + csi: + driver: secrets-store.csi.k8s.io + readOnly: true + volumeAttributes: + secretProviderClass: "{{- .Values.secretProvider.name }}" + {{- end }} + containers: + - name: {{ .Chart.Name }} + securityContext: + {{- toYaml .Values.langflow.securityContext | nindent 12 }} + image: "{{ .Values.langflow.image.repository }}:{{ .Values.langflow.image.tag | default .Chart.AppVersion }}" + imagePullPolicy: {{ .Values.langflow.image.pullPolicy }} + {{- if .Values.langflow.command }} + command: + {{- toYaml .Values.langflow.command | nindent 12 }} + {{- end }} + {{- if .Values.langflow.args }} + args: + {{- toYaml .Values.langflow.args | nindent 12 }} + {{- end }} + ports: + - name: http + containerPort: {{ .Values.langflow.backend.port | default 7860 }} + protocol: TCP + volumeMounts: + {{- if .Values.enableTls }} + - name: certs + readOnly: true + mountPath: /certs + {{- end }} + {{- if .Values.secretProvider.enabled }} + - name: secrets-store-inline + mountPath: "/mnt/secrets" + readOnly: true + {{- end }} + {{- if eq .Values.langflow.database.type "sqlite" }} + - name: data + mountPath: /data + {{- end }} + livenessProbe: + httpGet: + path: /health + port: {{ .Values.langflow.backend.port | default 7860 }} + initialDelaySeconds: {{ .Values.langflow.backend.initialDelaySeconds | default 60 }} + periodSeconds: {{ .Values.langflow.backend.periodSeconds | default 15 }} + timeoutSeconds: {{ .Values.langflow.backend.timeoutSeconds | default 5 }} + failureThreshold: {{ .Values.langflow.backend.failureThreshold | default 2 }} + readinessProbe: + httpGet: + path: /health + port: {{ .Values.langflow.backend.port | default 7860 }} + initialDelaySeconds: {{ .Values.langflow.backend.initialDelaySeconds | default 45 }} + periodSeconds: {{ .Values.langflow.backend.periodSeconds | default 15 }} + timeoutSeconds: {{ .Values.langflow.backend.timeoutSeconds | default 5 }} + failureThreshold: {{ .Values.langflow.backend.failureThreshold | default 2 }} + env: + - name: ENVIRONMENT + value: "{{ .Values.environment | default "dev" }}" + - name: DOMAIN + value: "{{ .Values.domain | default "localhost" }}" + {{- if and .Values.langflow.database .Values.langflow.database.secretsEnabled }} + - name: LANGFLOW_DATABASE_URL + valueFrom: + secretKeyRef: + name: db-sql-url + key: db-sql-url.txt + {{- else if and .Values.langflow.database .Values.langflow.database.url }} + value: "{{ .Values.langflow.database.url }}" + {{- end }} + - name: LANGFLOW_HOST + value: "{{ .Values.langflow.host | default "0.0.0.0" }}" + - name: LANGFLOW_BACKEND_ONLY + value: "{{ .Values.langflow.backend.backendOnly | default false }}" + resources: + {{- toYaml .Values.langflow.resources | nindent 12 }} + {{- with .Values.langflow.nodeSelector }} + nodeSelector: + {{- toYaml . | nindent 8 }} + {{- end }} + {{- with .Values.langflow.affinity }} + affinity: + {{- toYaml . | nindent 8 }} + {{- end }} + {{- with .Values.langflow.tolerations }} + tolerations: + {{- toYaml . | nindent 8 }} + {{- end }} + {{- if eq .Values.langflow.database.type "sqlite" }} + volumeClaimTemplates: + - metadata: + name: data + spec: + accessModes: [ "ReadWriteOnce" ] + resources: + requests: + storage: {{ .Values.langflow.database.size }} + storageClassName: "langflow-sqlite" + {{- end }} \ No newline at end of file diff --git a/ragstack/deploy/kubernetes/helm/langflow/templates/db-storageclass.yaml b/ragstack/deploy/kubernetes/helm/langflow/templates/db-storageclass.yaml new file mode 100644 index 000000000000..ddf2ed59e4aa --- /dev/null +++ b/ragstack/deploy/kubernetes/helm/langflow/templates/db-storageclass.yaml @@ -0,0 +1,42 @@ +{{- if .Values.langflow.database.type }} +apiVersion: storage.k8s.io/v1 +kind: StorageClass +metadata: + name: "{{ template "langflow.fullname" . }}-{{ .Values.langflow.database.type }}" + namespace: {{ .Release.Namespace }} + labels: + app: {{ template "langflow.name" . }} + chart: {{ template "langflow.chart" . }} + release: {{ .Release.Name }} + heritage: {{ .Release.Service }} + component: {{ .Values.langflow.database.type }} + cluster: {{ template "langflow.fullname" . }} +allowVolumeExpansion: true +reclaimPolicy: Retain +volumeBindingMode: WaitForFirstConsumer +{{- if .Values.langflow.database.volumes.storageClass }} +provisioner: {{ .Values.langflow.database.volumes.storageClass.provisioner }} +parameters: + {{- if .Values.langflow.database.volumes.storageClass.type }} + type: {{ .Values.langflow.database.volumes.storageClass.type }} + {{- end }} + {{- if .Values.langflow.database.volumes.storageClass.fsType }} + fsType: {{ .Values.langflow.database.volumes.storageClass.fsType }} + {{- end }} + {{- if .Values.langflow.database.volumes.storageClass.extraParams }} +{{ toYaml .Values.langflow.database.volumes.storageClass.extraParams | indent 2 }} + {{- end }} +{{- else if .Values.default_storage }} +provisioner: {{ .Values.default_storage.provisioner }} +parameters: + {{- if .Values.default_storage.type }} + type: {{ .Values.default_storage.type }} + {{- end }} + {{- if .Values.default_storage.fsType }} + fsType: {{ .Values.default_storage.fsType }} + {{- end }} + {{- if .Values.default_storage.extraParams }} +{{ toYaml .Values.default_storage.extraParams | indent 2 }} + {{- end }} +{{- end }} +{{- end }} \ No newline at end of file diff --git a/ragstack/deploy/kubernetes/helm/langflow/templates/frontend-deployment.yaml b/ragstack/deploy/kubernetes/helm/langflow/templates/frontend-deployment.yaml new file mode 100644 index 000000000000..4decc3fe508c --- /dev/null +++ b/ragstack/deploy/kubernetes/helm/langflow/templates/frontend-deployment.yaml @@ -0,0 +1,107 @@ +{{- if .Values.langflow.frontend.enabled }} +apiVersion: apps/v1 +kind: Deployment +metadata: + name: {{ include "langflow.fullname" . }}-frontend + labels: + {{- include "langflow.labels" . | nindent 4 }} +spec: + replicas: {{ .Values.langflow.frontend.replicaCount }} + selector: + matchLabels: + {{- include "langflow.selectorLabels" . | nindent 6 }} + template: + metadata: + {{- with .Values.langflow.frontend.podAnnotations }} + annotations: + {{- toYaml . | nindent 8 }} + {{- end }} + labels: + {{- include "langflow.selectorLabels" . | nindent 8 }} + spec: + {{- with .Values.imagePullSecrets }} + imagePullSecrets: + {{- toYaml . | nindent 8 }} + {{- end }} + serviceAccountName: {{ include "langflow.serviceAccountName" . }} + securityContext: + {{- toYaml .Values.langflow.podSecurityContext | nindent 8 }} + volumes: + {{- if .Values.enableTls }} + - name: certs + secret: + secretName: "{{ .Values.tlsSecretName }}" + {{- end }} + {{- if .Values.secretProvider.enabled }} + - name: secrets-store-inline + csi: + driver: secrets-store.csi.k8s.io + readOnly: true + volumeAttributes: + secretProviderClass: "{{- .Values.secretProvider.name }}" + {{- end }} + containers: + - name: {{ .Chart.Name }} + securityContext: + {{- toYaml .Values.langflow.securityContext | nindent 12 }} + image: "{{ .Values.langflow.frontend.image.repository }}:{{ .Values.langflow.frontend.image.tag | default .Chart.AppVersion }}" + imagePullPolicy: {{ .Values.langflow.frontend.image.pullPolicy }} + {{- if .Values.langflow.frontend.command }} + command: + {{- toYaml .Values.langflow.frontend.command | nindent 12 }} + {{- end }} + {{- if .Values.langflow.frontend.args }} + args: + {{- toYaml .Values.langflow.frontend.args | nindent 12 }} + {{- end }} + ports: + - name: http + containerPort: {{ .Values.langflow.frontend.port | default 8080 }} + protocol: TCP + volumeMounts: + {{- if .Values.enableTls }} + - name: certs + readOnly: true + mountPath: /certs + {{- end }} + {{- if .Values.secretProvider.enabled }} + - name: secrets-store-inline + mountPath: "/mnt/secrets" + readOnly: true + {{- end }} + livenessProbe: + httpGet: + path: /index + port: {{ .Values.langflow.frontend.port | default 8080 }} + initialDelaySeconds: {{ .Values.langflow.frontend.initialDelaySeconds | default 60 }} + periodSeconds: {{ .Values.langflow.frontend.periodSeconds | default 15 }} + timeoutSeconds: {{ .Values.langflow.frontend.timeoutSeconds | default 5 }} + failureThreshold: {{ .Values.langflow.frontend.failureThreshold | default 2 }} + readinessProbe: + httpGet: + path: /index + port: {{ .Values.langflow.frontend.port | default 8080 }} + initialDelaySeconds: {{ .Values.langflow.frontend.initialDelaySeconds | default 45 }} + periodSeconds: {{ .Values.langflow.frontend.periodSeconds | default 15 }} + timeoutSeconds: {{ .Values.langflow.frontend.timeoutSeconds | default 5 }} + failureThreshold: {{ .Values.langflow.frontend.failureThreshold | default 2 }} + env: + - name: ENVIRONMENT + value: "{{ .Values.environment | default "dev" }}" + - name: BACKEND_URL + value: "http://{{ template "langflow.fullname" . }}.{{ .Release.Namespace }}.svc.cluster.local:{{ .Values.langflow.backend.port | default 7860 }}" + resources: + {{- toYaml .Values.langflow.frontend.resources | nindent 12 }} + {{- with .Values.langflow.nodeSelector }} + nodeSelector: + {{- toYaml . | nindent 8 }} + {{- end }} + {{- with .Values.langflow.affinity }} + affinity: + {{- toYaml . | nindent 8 }} + {{- end }} + {{- with .Values.langflow.tolerations }} + tolerations: + {{- toYaml . | nindent 8 }} + {{- end }} +{{- end }} \ No newline at end of file diff --git a/ragstack/deploy/kubernetes/helm/langflow/templates/hpa.yaml b/ragstack/deploy/kubernetes/helm/langflow/templates/hpa.yaml new file mode 100644 index 000000000000..56d23cc8af67 --- /dev/null +++ b/ragstack/deploy/kubernetes/helm/langflow/templates/hpa.yaml @@ -0,0 +1,28 @@ +{{- if .Values.autoscaling.enabled }} +apiVersion: autoscaling/v2beta1 +kind: HorizontalPodAutoscaler +metadata: + name: {{ include "langflow.fullname" . }} + labels: + {{- include "langflow.labels" . | nindent 4 }} +spec: + scaleTargetRef: + apiVersion: apps/v1 + kind: Deployment + name: {{ include "langflow.fullname" . }} + minReplicas: {{ .Values.autoscaling.minReplicas }} + maxReplicas: {{ .Values.autoscaling.maxReplicas }} + metrics: + {{- if .Values.autoscaling.targetCPUUtilizationPercentage }} + - type: Resource + resource: + name: cpu + targetAverageUtilization: {{ .Values.autoscaling.targetCPUUtilizationPercentage }} + {{- end }} + {{- if .Values.autoscaling.targetMemoryUtilizationPercentage }} + - type: Resource + resource: + name: memory + targetAverageUtilization: {{ .Values.autoscaling.targetMemoryUtilizationPercentage }} + {{- end }} +{{- end }} diff --git a/ragstack/deploy/kubernetes/helm/langflow/templates/ingress.yaml b/ragstack/deploy/kubernetes/helm/langflow/templates/ingress.yaml new file mode 100644 index 000000000000..a09a5c04fc56 --- /dev/null +++ b/ragstack/deploy/kubernetes/helm/langflow/templates/ingress.yaml @@ -0,0 +1,41 @@ +{{- if .Values.ingress.enabled -}} +{{- $fullName := include "langflow.fullname" . -}} +{{- $svcPort := .Values.service.port -}} +{{- if semverCompare ">=1.14-0" .Capabilities.KubeVersion.GitVersion -}} +apiVersion: networking.k8s.io/v1beta1 +{{- else -}} +apiVersion: extensions/v1beta1 +{{- end }} +kind: Ingress +metadata: + name: {{ $fullName }} + labels: + {{- include "langflow.labels" . | nindent 4 }} + {{- with .Values.ingress.annotations }} + annotations: + {{- toYaml . | nindent 4 }} + {{- end }} +spec: + {{- if .Values.ingress.tls }} + tls: + {{- range .Values.ingress.tls }} + - hosts: + {{- range .hosts }} + - {{ . | quote }} + {{- end }} + secretName: {{ .secretName }} + {{- end }} + {{- end }} + rules: + {{- range .Values.ingress.hosts }} + - host: {{ .host | quote }} + http: + paths: + {{- range .paths }} + - path: {{ . }} + backend: + serviceName: {{ $fullName }} + servicePort: {{ $svcPort }} + {{- end }} + {{- end }} + {{- end }} diff --git a/ragstack/deploy/kubernetes/helm/langflow/templates/service.yaml b/ragstack/deploy/kubernetes/helm/langflow/templates/service.yaml new file mode 100644 index 000000000000..ddc6fe82519a --- /dev/null +++ b/ragstack/deploy/kubernetes/helm/langflow/templates/service.yaml @@ -0,0 +1,15 @@ +apiVersion: v1 +kind: Service +metadata: + name: {{ include "langflow.fullname" . }} + labels: + {{- include "langflow.labels" . | nindent 4 }} +spec: + type: {{ .Values.service.type }} + ports: + - port: {{ .Values.service.port }} + targetPort: http + protocol: TCP + name: http + selector: + {{- include "langflow.selectorLabels" . | nindent 4 }} diff --git a/ragstack/deploy/kubernetes/helm/langflow/templates/serviceaccount.yaml b/ragstack/deploy/kubernetes/helm/langflow/templates/serviceaccount.yaml new file mode 100644 index 000000000000..e45c47f5991e --- /dev/null +++ b/ragstack/deploy/kubernetes/helm/langflow/templates/serviceaccount.yaml @@ -0,0 +1,12 @@ +{{- if .Values.serviceAccount.create -}} +apiVersion: v1 +kind: ServiceAccount +metadata: + name: {{ include "langflow.serviceAccountName" . }} + labels: + {{- include "langflow.labels" . | nindent 4 }} + {{- with .Values.serviceAccount.annotations }} + annotations: + {{- toYaml . | nindent 4 }} + {{- end }} +{{- end }} diff --git a/ragstack/deploy/kubernetes/helm/langflow/templates/tests/test-connection.yaml b/ragstack/deploy/kubernetes/helm/langflow/templates/tests/test-connection.yaml new file mode 100644 index 000000000000..e574fee42d4a --- /dev/null +++ b/ragstack/deploy/kubernetes/helm/langflow/templates/tests/test-connection.yaml @@ -0,0 +1,15 @@ +apiVersion: v1 +kind: Pod +metadata: + name: "{{ include "langflow.fullname" . }}-test-connection" + labels: + {{- include "langflow.labels" . | nindent 4 }} + annotations: + "helm.sh/hook": test +spec: + containers: + - name: wget + image: busybox + command: ['wget'] + args: ['{{ include "langflow.fullname" . }}:{{ .Values.service.port }}'] + restartPolicy: Never diff --git a/ragstack/deploy/kubernetes/helm/langflow/values.yaml b/ragstack/deploy/kubernetes/helm/langflow/values.yaml new file mode 100644 index 000000000000..fd7ca8432da6 --- /dev/null +++ b/ragstack/deploy/kubernetes/helm/langflow/values.yaml @@ -0,0 +1,142 @@ +# Default values for langflow. +# This is a YAML-formatted file. +# Declare variables to be passed into your templates. + +postgresql: + enabled: false + +environment: "dev" +enableTls: false + +autoscaling: + enabled: false + +imagePullSecrets: [] +nameOverride: "langflow" +fullnameOverride: "langflow" + +serviceAccount: + # Specifies whether a service account should be created + create: true + # Annotations to add to the service account + annotations: {} + # The name of the service account to use. + # If not set and create is true, a name is generated using the fullname template + name: "" + +securityContext: {} + # capabilities: + # drop: + # - ALL + # readOnlyRootFilesystem: true + # runAsNonRoot: true + # runAsUser: 1000 + +service: + type: ClusterIP + port: 7860 + +ingress: + enabled: false + annotations: {} + # kubernetes.io/ingress.class: nginx + # kubernetes.io/tls-acme: "true" + hosts: + - host: chart-example.local + paths: [] + tls: [] + # - secretName: chart-example-tls + # hosts: + # - chart-example.local + +# Define the storage class for GCP storage +# default_storage: +# provisioner: "kubernetes.io/gce-pd" +# type: "pd-standard" +# fsType: "ext4" +# extraParams: {} +# Define the storage class for AWS storage +default_storage: + provisioner: "kubernetes.io/aws-ebs" + type: "gp2" + fsType: "ext4" + +backendSts: + enabled: false + +langflow: + replicaCount: 1 + command: + - langflow + args: + - run + - --host + - 0.0.0.0 + - --backend-only + - --log-level + - info + - --workers + - "1" + - --port + - "7860" + backend: + port: 7860 + database: + secretsEnabled: false + type: "sqlite" + size: "1Gi" + volumes: + storageClass: + provisioner: "kubernetes.io/aws-ebs" + type: "gp2" + fsType: "ext4" + extraParams: {} + image: + repository: ghcr.io/datastax/ragstack-ai-langflow-backend + pullPolicy: IfNotPresent + # Overrides the image tag whose default is the chart appVersion. + tag: latest + resources: + # We usually recommend not to specify default resources and to leave this as a conscious + # choice for the user. This also increases chances charts run on environments with little + # resources, such as Minikube. If you do want to specify resources, uncomment the following + # lines, adjust them as necessary, and remove the curly braces after 'resources:'. + limits: + cpu: 1000m + memory: 1.5Gi + requests: + cpu: 250m + memory: 768Mi + + frontend: + enabled: true + port: 8080 + image: + repository: itestmycode/ragstack-ai-langflow-frontend + pullPolicy: IfNotPresent + # Overrides the image tag whose default is the chart appVersion. + tag: 0.0.8 + resources: + limits: + cpu: 1000m + memory: 1.5Gi + requests: + cpu: 250m + memory: 768Mi + + nodeSelector: {} + + tolerations: [] + + affinity: {} + podAnnotations: + prometheus.io/scrape: "true" + prometheus.io/port: "9090" + prometheus.io/path: "/metrics" + + podSecurityContext: {} + # fsGroup: 2000 + + +secretProvider: + enabled: false diff --git a/ragstack/docker/docker-compose.yml b/ragstack/docker/docker-compose.yml index 99657fb77fae..e6257782ce50 100644 --- a/ragstack/docker/docker-compose.yml +++ b/ragstack/docker/docker-compose.yml @@ -31,7 +31,7 @@ services: environment: BACKEND_URL: http://backend:7860 ports: - - "80:80" + - "8080:8080" restart: on-failure networks: - langflow diff --git a/ragstack/docker/frontend/nginx.conf b/ragstack/docker/frontend/nginx.conf index dce094f8658b..de7966d4fba7 100644 --- a/ragstack/docker/frontend/nginx.conf +++ b/ragstack/docker/frontend/nginx.conf @@ -7,7 +7,7 @@ server { gzip_vary on; gzip_disable "MSIE [4-6] \."; - listen 80; + listen 8080; location / { root /usr/share/nginx/html; From 75dd6c3d15ae72ca7bacc007b2c98978d0d7673f Mon Sep 17 00:00:00 2001 From: Shi Jin <jinzishuai@gmail.com> Date: Wed, 12 Jun 2024 14:42:01 -0600 Subject: [PATCH 22/22] Add simple logs to file upload API call --- src/backend/base/langflow/api/v1/files.py | 70 ++++++++++++++++++----- 1 file changed, 55 insertions(+), 15 deletions(-) diff --git a/src/backend/base/langflow/api/v1/files.py b/src/backend/base/langflow/api/v1/files.py index bbe97f81a642..54943ee241fe 100644 --- a/src/backend/base/langflow/api/v1/files.py +++ b/src/backend/base/langflow/api/v1/files.py @@ -14,6 +14,8 @@ from langflow.services.storage.service import StorageService from langflow.services.storage.utils import build_content_type_from_extension +from loguru import logger + router = APIRouter(tags=["Files"], prefix="/files") @@ -31,7 +33,9 @@ def get_flow_id( if not flow: raise HTTPException(status_code=404, detail="Flow not found") if flow.user_id != current_user.id: - raise HTTPException(status_code=403, detail="You don't have access to this flow") + raise HTTPException( + status_code=403, detail="You don't have access to this flow" + ) return flow_id_str @@ -46,54 +50,87 @@ async def upload_file( file_content = await file.read() file_name = file.filename or hashlib.sha256(file_content).hexdigest() folder = flow_id_str - await storage_service.save_file(flow_id=folder, file_name=file_name, data=file_content) + logger.debug( + f"Uploading file {file_name} to {folder} for flow {flow_id_str}..." + ) + logger.debug(f"File content: {file_content}") + + await storage_service.save_file( + flow_id=folder, file_name=file_name, data=file_content + ) return UploadFileResponse(flowId=flow_id_str, file_path=f"{folder}/{file_name}") except Exception as e: raise HTTPException(status_code=500, detail=str(e)) @router.get("/download/{flow_id}/{file_name}") -async def download_file(file_name: str, flow_id: UUID, storage_service: StorageService = Depends(get_storage_service)): +async def download_file( + file_name: str, + flow_id: UUID, + storage_service: StorageService = Depends(get_storage_service), +): try: flow_id_str = str(flow_id) extension = file_name.split(".")[-1] if not extension: - raise HTTPException(status_code=500, detail=f"Extension not found for file {file_name}") + raise HTTPException( + status_code=500, detail=f"Extension not found for file {file_name}" + ) content_type = build_content_type_from_extension(extension) if not content_type: - raise HTTPException(status_code=500, detail=f"Content type not found for extension {extension}") - - file_content = await storage_service.get_file(flow_id=flow_id_str, file_name=file_name) + raise HTTPException( + status_code=500, + detail=f"Content type not found for extension {extension}", + ) + + file_content = await storage_service.get_file( + flow_id=flow_id_str, file_name=file_name + ) headers = { "Content-Disposition": f"attachment; filename={file_name} filename*=UTF-8''{file_name}", "Content-Type": "application/octet-stream", "Content-Length": str(len(file_content)), } - return StreamingResponse(BytesIO(file_content), media_type=content_type, headers=headers) + return StreamingResponse( + BytesIO(file_content), media_type=content_type, headers=headers + ) except Exception as e: raise HTTPException(status_code=500, detail=str(e)) @router.get("/images/{flow_id}/{file_name}") -async def download_image(file_name: str, flow_id: UUID, storage_service: StorageService = Depends(get_storage_service)): +async def download_image( + file_name: str, + flow_id: UUID, + storage_service: StorageService = Depends(get_storage_service), +): try: extension = file_name.split(".")[-1] flow_id_str = str(flow_id) if not extension: - raise HTTPException(status_code=500, detail=f"Extension not found for file {file_name}") + raise HTTPException( + status_code=500, detail=f"Extension not found for file {file_name}" + ) content_type = build_content_type_from_extension(extension) if not content_type: - raise HTTPException(status_code=500, detail=f"Content type not found for extension {extension}") + raise HTTPException( + status_code=500, + detail=f"Content type not found for extension {extension}", + ) elif not content_type.startswith("image"): - raise HTTPException(status_code=500, detail=f"Content type {content_type} is not an image") + raise HTTPException( + status_code=500, detail=f"Content type {content_type} is not an image" + ) - file_content = await storage_service.get_file(flow_id=flow_id_str, file_name=file_name) + file_content = await storage_service.get_file( + flow_id=flow_id_str, file_name=file_name + ) return StreamingResponse(BytesIO(file_content), media_type=content_type) except Exception as e: raise HTTPException(status_code=500, detail=str(e)) @@ -101,7 +138,8 @@ async def download_image(file_name: str, flow_id: UUID, storage_service: Storage @router.get("/list/{flow_id}") async def list_files( - flow_id: UUID = Depends(get_flow_id), storage_service: StorageService = Depends(get_storage_service) + flow_id: UUID = Depends(get_flow_id), + storage_service: StorageService = Depends(get_storage_service), ): try: flow_id_str = str(flow_id) @@ -113,7 +151,9 @@ async def list_files( @router.delete("/delete/{flow_id}/{file_name}") async def delete_file( - file_name: str, flow_id: UUID = Depends(get_flow_id), storage_service: StorageService = Depends(get_storage_service) + file_name: str, + flow_id: UUID = Depends(get_flow_id), + storage_service: StorageService = Depends(get_storage_service), ): try: flow_id_str = str(flow_id)