Merge branch 'dev' into variables_refactor
This commit is contained in:
anovazzi1
commit
303387a3ec
101 changed files with 1799 additions and 917 deletions
10
.vscode/launch.json
vendored
10
.vscode/launch.json
vendored
|
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@ -1,4 +1,5 @@
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||||||
{
|
{
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||||||
|
"version": "0.2.0",
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||||||
"configurations": [
|
"configurations": [
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||||||
{
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{
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||||||
"name": "Debug Backend",
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"name": "Debug Backend",
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||||||
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@ -38,6 +39,15 @@
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||||||
"request": "launch",
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"request": "launch",
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||||||
"url": "http://localhost:3000/",
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"url": "http://localhost:3000/",
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||||||
"webRoot": "${workspaceRoot}/src/frontend"
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"webRoot": "${workspaceRoot}/src/frontend"
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||||||
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},
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||||||
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{
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||||||
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"name": "Python: Debug Tests",
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||||||
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"type": "python",
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||||||
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"request": "launch",
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||||||
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"program": "${file}",
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||||||
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"purpose": ["debug-test"],
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||||||
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"console": "integratedTerminal",
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||||||
|
"justMyCode": false
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||||||
}
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}
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||||||
]
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]
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||||||
}
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}
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@ -7,6 +7,11 @@ to contributions, whether it be in the form of a new feature, improved infra, or
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||||||
To contribute to this project, please follow a ["fork and pull request"](https://docs.github.com/en/get-started/quickstart/contributing-to-projects) workflow.
|
To contribute to this project, please follow a ["fork and pull request"](https://docs.github.com/en/get-started/quickstart/contributing-to-projects) workflow.
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||||||
Please do not try to push directly to this repo unless you are a maintainer.
|
Please do not try to push directly to this repo unless you are a maintainer.
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||||||
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||||||
|
The branch structure is as follows:
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||||||
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||||||
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- `main`: The stable version of Langflow
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||||||
|
- `dev`: The development version of Langflow. This branch is used to test new features before they are merged into `main` and, as such, may be unstable.
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||||||
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||||||
## 🗺️Contributing Guidelines
|
## 🗺️Contributing Guidelines
|
||||||
|
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||||||
## 🚩GitHub Issues
|
## 🚩GitHub Issues
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||||||
|
|
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||||||
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@ -275,6 +275,8 @@ flow("Hey, have you heard of Langflow?")
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||||||
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||||||
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.
|
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.
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
Join our [Discord](https://discord.com/invite/EqksyE2EX9) server to ask questions, make suggestions and showcase your projects! 🦾
|
Join our [Discord](https://discord.com/invite/EqksyE2EX9) server to ask questions, make suggestions and showcase your projects! 🦾
|
||||||
|
|
||||||
<p>
|
<p>
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||||||
|
|
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||||||
|
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@ -43,7 +43,7 @@ This guide takes you through the process of augmenting the "Basic Chat with Prom
|
||||||
|
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||||||
8. Connect this loader to the `{context}` variable that we just added.
|
8. Connect this loader to the `{context}` variable that we just added.
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||||||
|
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||||||
9. In the "Web Page" field, enter "https://langflow.org/how-upload-examples".
|
9. In the "Web Page" field, enter "https://docs.langflow.org/how-upload-examples".
|
||||||
|
|
||||||
10. Now, click on "ConversationBufferMemory".
|
10. Now, click on "ConversationBufferMemory".
|
||||||
|
|
||||||
|
|
|
||||||
2
docs/static/CNAME
vendored
2
docs/static/CNAME
vendored
|
|
@ -1 +1 @@
|
||||||
langflow.org
|
docs.langflow.org
|
||||||
615
poetry.lock
generated
615
poetry.lock
generated
|
|
@ -144,6 +144,25 @@ files = [
|
||||||
{file = "aiostream-0.4.5.tar.gz", hash = "sha256:3ecbf87085230fbcd9605c32ca20c4fb41af02c71d076eab246ea22e35947d88"},
|
{file = "aiostream-0.4.5.tar.gz", hash = "sha256:3ecbf87085230fbcd9605c32ca20c4fb41af02c71d076eab246ea22e35947d88"},
|
||||||
]
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "alembic"
|
||||||
|
version = "1.11.2"
|
||||||
|
description = "A database migration tool for SQLAlchemy."
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.7"
|
||||||
|
files = [
|
||||||
|
{file = "alembic-1.11.2-py3-none-any.whl", hash = "sha256:7981ab0c4fad4fe1be0cf183aae17689fe394ff874fd2464adb774396faf0796"},
|
||||||
|
{file = "alembic-1.11.2.tar.gz", hash = "sha256:678f662130dc540dac12de0ea73de9f89caea9dbea138f60ef6263149bf84657"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[package.dependencies]
|
||||||
|
Mako = "*"
|
||||||
|
SQLAlchemy = ">=1.3.0"
|
||||||
|
typing-extensions = ">=4"
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
tz = ["python-dateutil"]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "anthropic"
|
name = "anthropic"
|
||||||
version = "0.3.8"
|
version = "0.3.8"
|
||||||
|
|
@ -925,13 +944,13 @@ test-randomorder = ["pytest-randomly"]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "ctransformers"
|
name = "ctransformers"
|
||||||
version = "0.2.18"
|
version = "0.2.21"
|
||||||
description = "Python bindings for the Transformer models implemented in C/C++ using GGML library."
|
description = "Python bindings for the Transformer models implemented in C/C++ using GGML library."
|
||||||
optional = true
|
optional = true
|
||||||
python-versions = "*"
|
python-versions = "*"
|
||||||
files = [
|
files = [
|
||||||
{file = "ctransformers-0.2.18-py3-none-any.whl", hash = "sha256:6d693e269d797f2485c86c9e8a322acb1464e782bf22547ec57e09d4ccbb4523"},
|
{file = "ctransformers-0.2.21-py3-none-any.whl", hash = "sha256:18a0555d02f55a3935f5544b885038562f80e497a6197d8e871941a087dba546"},
|
||||||
{file = "ctransformers-0.2.18.tar.gz", hash = "sha256:fc09c399baf16d99dd44aa6671d49aa4060d8904324c2527aa58e8831476c370"},
|
{file = "ctransformers-0.2.21.tar.gz", hash = "sha256:58e7a699050a106688b967faa59f377886e22a581fde6cd36821dfa541995677"},
|
||||||
]
|
]
|
||||||
|
|
||||||
[package.dependencies]
|
[package.dependencies]
|
||||||
|
|
@ -939,6 +958,7 @@ huggingface-hub = "*"
|
||||||
py-cpuinfo = ">=9.0.0,<10.0.0"
|
py-cpuinfo = ">=9.0.0,<10.0.0"
|
||||||
|
|
||||||
[package.extras]
|
[package.extras]
|
||||||
|
cuda = ["nvidia-cublas-cu12", "nvidia-cuda-runtime-cu12"]
|
||||||
gptq = ["exllama (==0.1.0)"]
|
gptq = ["exllama (==0.1.0)"]
|
||||||
tests = ["pytest"]
|
tests = ["pytest"]
|
||||||
|
|
||||||
|
|
@ -1584,13 +1604,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "google-api-python-client"
|
name = "google-api-python-client"
|
||||||
version = "2.95.0"
|
version = "2.96.0"
|
||||||
description = "Google API Client Library for Python"
|
description = "Google API Client Library for Python"
|
||||||
optional = false
|
optional = false
|
||||||
python-versions = ">=3.7"
|
python-versions = ">=3.7"
|
||||||
files = [
|
files = [
|
||||||
{file = "google-api-python-client-2.95.0.tar.gz", hash = "sha256:d2731ede12f79e53fbe11fdb913dfe986440b44c0a28431c78a8ec275f4c1541"},
|
{file = "google-api-python-client-2.96.0.tar.gz", hash = "sha256:f712373d03d338af57b9f5fe98c91f4b5baaa8765469b015bc623c4681c5bd51"},
|
||||||
{file = "google_api_python_client-2.95.0-py2.py3-none-any.whl", hash = "sha256:a8aab2da678f42a01f2f52108f787fef4310f23f9dd917c4e64664c3f0c885ba"},
|
{file = "google_api_python_client-2.96.0-py2.py3-none-any.whl", hash = "sha256:38c2b61b10d15bb41ec8f89303e3837ec2d2c3e4e38de5800c05ee322492f937"},
|
||||||
]
|
]
|
||||||
|
|
||||||
[package.dependencies]
|
[package.dependencies]
|
||||||
|
|
@ -2433,13 +2453,13 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "importlib-resources"
|
name = "importlib-resources"
|
||||||
version = "6.0.0"
|
version = "6.0.1"
|
||||||
description = "Read resources from Python packages"
|
description = "Read resources from Python packages"
|
||||||
optional = false
|
optional = false
|
||||||
python-versions = ">=3.8"
|
python-versions = ">=3.8"
|
||||||
files = [
|
files = [
|
||||||
{file = "importlib_resources-6.0.0-py3-none-any.whl", hash = "sha256:d952faee11004c045f785bb5636e8f885bed30dc3c940d5d42798a2a4541c185"},
|
{file = "importlib_resources-6.0.1-py3-none-any.whl", hash = "sha256:134832a506243891221b88b4ae1213327eea96ceb4e407a00d790bb0626f45cf"},
|
||||||
{file = "importlib_resources-6.0.0.tar.gz", hash = "sha256:4cf94875a8368bd89531a756df9a9ebe1f150e0f885030b461237bc7f2d905f2"},
|
{file = "importlib_resources-6.0.1.tar.gz", hash = "sha256:4359457e42708462b9626a04657c6208ad799ceb41e5c58c57ffa0e6a098a5d4"},
|
||||||
]
|
]
|
||||||
|
|
||||||
[package.dependencies]
|
[package.dependencies]
|
||||||
|
|
@ -2473,13 +2493,13 @@ files = [
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "ipykernel"
|
name = "ipykernel"
|
||||||
version = "6.25.0"
|
version = "6.25.1"
|
||||||
description = "IPython Kernel for Jupyter"
|
description = "IPython Kernel for Jupyter"
|
||||||
optional = false
|
optional = false
|
||||||
python-versions = ">=3.8"
|
python-versions = ">=3.8"
|
||||||
files = [
|
files = [
|
||||||
{file = "ipykernel-6.25.0-py3-none-any.whl", hash = "sha256:f0042e867ac3f6bca1679e6a88cbd6a58ed93a44f9d0866aecde6efe8de76659"},
|
{file = "ipykernel-6.25.1-py3-none-any.whl", hash = "sha256:c8a2430b357073b37c76c21c52184db42f6b4b0e438e1eb7df3c4440d120497c"},
|
||||||
{file = "ipykernel-6.25.0.tar.gz", hash = "sha256:e342ce84712861be4b248c4a73472be4702c1b0dd77448bfd6bcfb3af9d5ddf9"},
|
{file = "ipykernel-6.25.1.tar.gz", hash = "sha256:050391364c0977e768e354bdb60cbbfbee7cbb943b1af1618382021136ffd42f"},
|
||||||
]
|
]
|
||||||
|
|
||||||
[package.dependencies]
|
[package.dependencies]
|
||||||
|
|
@ -2855,13 +2875,13 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)",
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "langchain"
|
name = "langchain"
|
||||||
version = "0.0.250"
|
version = "0.0.256"
|
||||||
description = "Building applications with LLMs through composability"
|
description = "Building applications with LLMs through composability"
|
||||||
optional = false
|
optional = false
|
||||||
python-versions = ">=3.8.1,<4.0"
|
python-versions = ">=3.8.1,<4.0"
|
||||||
files = [
|
files = [
|
||||||
{file = "langchain-0.0.250-py3-none-any.whl", hash = "sha256:65b3520f507e848edd88a35a70700971bbbf822fda65f621ccf44a3bb36ad03a"},
|
{file = "langchain-0.0.256-py3-none-any.whl", hash = "sha256:3389fcb85d8d4fb16bae5ca9995d3ce634a3330f8ac1f458afc6171e4ca52de5"},
|
||||||
{file = "langchain-0.0.250.tar.gz", hash = "sha256:1b5775d6a472f633bb06e794f58cb6ff5d1eeb2da603b64a6a15013f8f61ee3f"},
|
{file = "langchain-0.0.256.tar.gz", hash = "sha256:b80115e19f86199c49bca8ef18c09d2d87548332a0144a1c5ce6a2f82e4f5f9c"},
|
||||||
]
|
]
|
||||||
|
|
||||||
[package.dependencies]
|
[package.dependencies]
|
||||||
|
|
@ -2873,7 +2893,7 @@ numexpr = ">=2.8.4,<3.0.0"
|
||||||
numpy = ">=1,<2"
|
numpy = ">=1,<2"
|
||||||
openapi-schema-pydantic = ">=1.2,<2.0"
|
openapi-schema-pydantic = ">=1.2,<2.0"
|
||||||
pydantic = ">=1,<2"
|
pydantic = ">=1,<2"
|
||||||
PyYAML = ">=5.4.1"
|
PyYAML = ">=5.3"
|
||||||
requests = ">=2,<3"
|
requests = ">=2,<3"
|
||||||
SQLAlchemy = ">=1.4,<3"
|
SQLAlchemy = ">=1.4,<3"
|
||||||
tenacity = ">=8.1.0,<9.0.0"
|
tenacity = ">=8.1.0,<9.0.0"
|
||||||
|
|
@ -2885,7 +2905,7 @@ clarifai = ["clarifai (>=9.1.0)"]
|
||||||
cohere = ["cohere (>=4,<5)"]
|
cohere = ["cohere (>=4,<5)"]
|
||||||
docarray = ["docarray[hnswlib] (>=0.32.0,<0.33.0)"]
|
docarray = ["docarray[hnswlib] (>=0.32.0,<0.33.0)"]
|
||||||
embeddings = ["sentence-transformers (>=2,<3)"]
|
embeddings = ["sentence-transformers (>=2,<3)"]
|
||||||
extended-testing = ["atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.0.7,<0.0.8)", "chardet (>=5.1.0,<6.0.0)", "esprima (>=4.0.1,<5.0.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "gql (>=3.4.1,<4.0.0)", "html2text (>=2020.1.16,<2021.0.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "lxml (>=4.9.2,<5.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "openai (>=0,<1)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "streamlit (>=1.18.0,<2.0.0)", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "tqdm (>=4.48.0)", "xinference (>=0.0.6,<0.0.7)", "zep-python (>=0.32)"]
|
extended-testing = ["amazon-textract-caller (<2)", "atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.0.7,<0.0.8)", "chardet (>=5.1.0,<6.0.0)", "esprima (>=4.0.1,<5.0.0)", "feedparser (>=6.0.10,<7.0.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "gql (>=3.4.1,<4.0.0)", "html2text (>=2020.1.16,<2021.0.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "lxml (>=4.9.2,<5.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "newspaper3k (>=0.2.8,<0.3.0)", "openai (>=0,<1)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "streamlit (>=1.18.0,<2.0.0)", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "tqdm (>=4.48.0)", "xata (>=1.0.0a7,<2.0.0)", "xinference (>=0.0.6,<0.0.7)", "zep-python (>=0.32)"]
|
||||||
javascript = ["esprima (>=4.0.1,<5.0.0)"]
|
javascript = ["esprima (>=4.0.1,<5.0.0)"]
|
||||||
llms = ["anthropic (>=0.3,<0.4)", "clarifai (>=9.1.0)", "cohere (>=4,<5)", "huggingface_hub (>=0,<1)", "manifest-ml (>=0.0.1,<0.0.2)", "nlpcloud (>=1,<2)", "openai (>=0,<1)", "openllm (>=0.1.19)", "openlm (>=0.0.5,<0.0.6)", "torch (>=1,<3)", "transformers (>=4,<5)", "xinference (>=0.0.6,<0.0.7)"]
|
llms = ["anthropic (>=0.3,<0.4)", "clarifai (>=9.1.0)", "cohere (>=4,<5)", "huggingface_hub (>=0,<1)", "manifest-ml (>=0.0.1,<0.0.2)", "nlpcloud (>=1,<2)", "openai (>=0,<1)", "openllm (>=0.1.19)", "openlm (>=0.0.5,<0.0.6)", "torch (>=1,<3)", "transformers (>=4,<5)", "xinference (>=0.0.6,<0.0.7)"]
|
||||||
openai = ["openai (>=0,<1)", "tiktoken (>=0.3.2,<0.4.0)"]
|
openai = ["openai (>=0,<1)", "tiktoken (>=0.3.2,<0.4.0)"]
|
||||||
|
|
@ -2908,17 +2928,17 @@ langchain = ">=0.0.239"
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "langchain-serve"
|
name = "langchain-serve"
|
||||||
version = "0.0.58"
|
version = "0.0.59"
|
||||||
description = "Langchain Serve - serve your langchain apps on Jina AI Cloud."
|
description = "Langchain Serve - serve your langchain apps on Jina AI Cloud."
|
||||||
optional = true
|
optional = true
|
||||||
python-versions = "*"
|
python-versions = "*"
|
||||||
files = [
|
files = [
|
||||||
{file = "langchain-serve-0.0.58.tar.gz", hash = "sha256:9ec65c8eeda9f777fb8b79117d92839873b10030fd832184ba891d4d3a065fff"},
|
{file = "langchain-serve-0.0.59.tar.gz", hash = "sha256:28ff4ba1b640223158413296ac5b9198eac7cbd206d3386855ad00066a9f91d6"},
|
||||||
]
|
]
|
||||||
|
|
||||||
[package.dependencies]
|
[package.dependencies]
|
||||||
click = "*"
|
click = "*"
|
||||||
jcloud = ">=0.2.13"
|
jcloud = ">=0.2.16"
|
||||||
jina = "3.15.2"
|
jina = "3.15.2"
|
||||||
jina-hubble-sdk = "*"
|
jina-hubble-sdk = "*"
|
||||||
langchain = "*"
|
langchain = "*"
|
||||||
|
|
@ -2933,13 +2953,13 @@ test = ["psutil", "pytest", "pytest-asyncio"]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "langsmith"
|
name = "langsmith"
|
||||||
version = "0.0.18"
|
version = "0.0.19"
|
||||||
description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
|
description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
|
||||||
optional = false
|
optional = false
|
||||||
python-versions = ">=3.8.1,<4.0"
|
python-versions = ">=3.8.1,<4.0"
|
||||||
files = [
|
files = [
|
||||||
{file = "langsmith-0.0.18-py3-none-any.whl", hash = "sha256:58f3eb029495e3696c3c94c95adfb2dd15043d82928ef932a7829fe020ad5522"},
|
{file = "langsmith-0.0.19-py3-none-any.whl", hash = "sha256:ae240030fd0b98e9467fbf19ac6d58a0a4ffcc1db8462625141dae6178e62c68"},
|
||||||
{file = "langsmith-0.0.18.tar.gz", hash = "sha256:d8d97542f99352c5470bff74a4fbc9bd322dea850217a8ab71badcefa041566b"},
|
{file = "langsmith-0.0.19.tar.gz", hash = "sha256:e91a2cd101456e2f8d6015c9ea371d6556eb6072a1b20d4793479855163ae28f"},
|
||||||
]
|
]
|
||||||
|
|
||||||
[package.dependencies]
|
[package.dependencies]
|
||||||
|
|
@ -3147,6 +3167,25 @@ docs = ["sphinx (>=1.6.0)", "sphinx-bootstrap-theme"]
|
||||||
flake8 = ["flake8"]
|
flake8 = ["flake8"]
|
||||||
tests = ["psutil", "pytest (!=3.3.0)", "pytest-cov"]
|
tests = ["psutil", "pytest (!=3.3.0)", "pytest-cov"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "mako"
|
||||||
|
version = "1.2.4"
|
||||||
|
description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.7"
|
||||||
|
files = [
|
||||||
|
{file = "Mako-1.2.4-py3-none-any.whl", hash = "sha256:c97c79c018b9165ac9922ae4f32da095ffd3c4e6872b45eded42926deea46818"},
|
||||||
|
{file = "Mako-1.2.4.tar.gz", hash = "sha256:d60a3903dc3bb01a18ad6a89cdbe2e4eadc69c0bc8ef1e3773ba53d44c3f7a34"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[package.dependencies]
|
||||||
|
MarkupSafe = ">=0.9.2"
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
babel = ["Babel"]
|
||||||
|
lingua = ["lingua"]
|
||||||
|
testing = ["pytest"]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "markdown"
|
name = "markdown"
|
||||||
version = "3.4.4"
|
version = "3.4.4"
|
||||||
|
|
@ -3195,7 +3234,7 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
|
||||||
name = "markupsafe"
|
name = "markupsafe"
|
||||||
version = "2.1.3"
|
version = "2.1.3"
|
||||||
description = "Safely add untrusted strings to HTML/XML markup."
|
description = "Safely add untrusted strings to HTML/XML markup."
|
||||||
optional = true
|
optional = false
|
||||||
python-versions = ">=3.7"
|
python-versions = ">=3.7"
|
||||||
files = [
|
files = [
|
||||||
{file = "MarkupSafe-2.1.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cd0f502fe016460680cd20aaa5a76d241d6f35a1c3350c474bac1273803893fa"},
|
{file = "MarkupSafe-2.1.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cd0f502fe016460680cd20aaa5a76d241d6f35a1c3350c474bac1273803893fa"},
|
||||||
|
|
@ -3594,41 +3633,41 @@ twitter = ["twython"]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "numexpr"
|
name = "numexpr"
|
||||||
version = "2.8.4"
|
version = "2.8.5"
|
||||||
description = "Fast numerical expression evaluator for NumPy"
|
description = "Fast numerical expression evaluator for NumPy"
|
||||||
optional = false
|
optional = false
|
||||||
python-versions = ">=3.7"
|
python-versions = ">=3.7"
|
||||||
files = [
|
files = [
|
||||||
{file = "numexpr-2.8.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a75967d46b6bd56455dd32da6285e5ffabe155d0ee61eef685bbfb8dafb2e484"},
|
{file = "numexpr-2.8.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:51f3ab160c3847ebcca93cd88f935a7802b54a01ab63fe93152994a64d7a6cf2"},
|
||||||
{file = "numexpr-2.8.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:db93cf1842f068247de631bfc8af20118bf1f9447cd929b531595a5e0efc9346"},
|
{file = "numexpr-2.8.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:de29c77f674e4eb8f0846525a475cab64008c227c8bc4ba5153ab3f72441cc63"},
|
||||||
{file = "numexpr-2.8.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7bca95f4473b444428061d4cda8e59ac564dc7dc6a1dea3015af9805c6bc2946"},
|
{file = "numexpr-2.8.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bf85ba1327eb87ec82ae7936f13c8850fb969a0ca34f3ba9fa3897c09d5c80d7"},
|
||||||
{file = "numexpr-2.8.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9e34931089a6bafc77aaae21f37ad6594b98aa1085bb8b45d5b3cd038c3c17d9"},
|
{file = "numexpr-2.8.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3c00be69f747f44a631830215cab482f0f77f75af2925695adff57c1cc0f9a68"},
|
||||||
{file = "numexpr-2.8.4-cp310-cp310-win32.whl", hash = "sha256:f3a920bfac2645017110b87ddbe364c9c7a742870a4d2f6120b8786c25dc6db3"},
|
{file = "numexpr-2.8.5-cp310-cp310-win32.whl", hash = "sha256:c46350dcdb93e32f033eea5a21269514ffcaf501d9abd6036992d37e48a308b0"},
|
||||||
{file = "numexpr-2.8.4-cp310-cp310-win_amd64.whl", hash = "sha256:6931b1e9d4f629f43c14b21d44f3f77997298bea43790cfcdb4dd98804f90783"},
|
{file = "numexpr-2.8.5-cp310-cp310-win_amd64.whl", hash = "sha256:894b027438b8ec88dea32a19193716c79f4ff8ddb92302dcc9731b51ba3565a8"},
|
||||||
{file = "numexpr-2.8.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:9400781553541f414f82eac056f2b4c965373650df9694286b9bd7e8d413f8d8"},
|
{file = "numexpr-2.8.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6df184d40d4cf9f21c71f429962f39332f7398147762588c9f3a5c77065d0c06"},
|
||||||
{file = "numexpr-2.8.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6ee9db7598dd4001138b482342b96d78110dd77cefc051ec75af3295604dde6a"},
|
{file = "numexpr-2.8.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:178b85ad373c6903e55d75787d61b92380439b70d94b001cb055a501b0821335"},
|
||||||
{file = "numexpr-2.8.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ff5835e8af9a212e8480003d731aad1727aaea909926fd009e8ae6a1cba7f141"},
|
{file = "numexpr-2.8.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:578fe4008e4d5d6ff01bbeb2d7b7ba1ec658a5cda9c720cd26a9a8325f8ef438"},
|
||||||
{file = "numexpr-2.8.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:655d84eb09adfee3c09ecf4a89a512225da153fdb7de13c447404b7d0523a9a7"},
|
{file = "numexpr-2.8.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ef621b4ee366a5c6a484f6678c9259f5b826569f8bfa0b89ba2306d5055468bb"},
|
||||||
{file = "numexpr-2.8.4-cp311-cp311-win32.whl", hash = "sha256:5538b30199bfc68886d2be18fcef3abd11d9271767a7a69ff3688defe782800a"},
|
{file = "numexpr-2.8.5-cp311-cp311-win32.whl", hash = "sha256:dd57ab1a3d3aaa9274aff1cefbf93b8ddacc7973afef5b125905f6bf18fabab0"},
|
||||||
{file = "numexpr-2.8.4-cp311-cp311-win_amd64.whl", hash = "sha256:3f039321d1c17962c33079987b675fb251b273dbec0f51aac0934e932446ccc3"},
|
{file = "numexpr-2.8.5-cp311-cp311-win_amd64.whl", hash = "sha256:783324ba40eb804ecfc9ebae86120a1e339ab112d0ab8a1f0d48a26354d5bf9b"},
|
||||||
{file = "numexpr-2.8.4-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:c867cc36cf815a3ec9122029874e00d8fbcef65035c4a5901e9b120dd5d626a2"},
|
{file = "numexpr-2.8.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:183d5430db76826e54465c69db93a3c6ecbf03cda5aa1bb96eaad0147e9b68dc"},
|
||||||
{file = "numexpr-2.8.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:059546e8f6283ccdb47c683101a890844f667fa6d56258d48ae2ecf1b3875957"},
|
{file = "numexpr-2.8.5-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:39ce106f92ccea5b07b1d6f2f3c4370f05edf27691dc720a63903484a2137e48"},
|
||||||
{file = "numexpr-2.8.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:845a6aa0ed3e2a53239b89c1ebfa8cf052d3cc6e053c72805e8153300078c0b1"},
|
{file = "numexpr-2.8.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b594dc9e2d6291a0bc5c065e6d9caf3eee743b5663897832e9b17753c002947a"},
|
||||||
{file = "numexpr-2.8.4-cp37-cp37m-win32.whl", hash = "sha256:a38664e699526cb1687aefd9069e2b5b9387da7feac4545de446141f1ef86f46"},
|
{file = "numexpr-2.8.5-cp37-cp37m-win32.whl", hash = "sha256:62b4faf8e0627673b0210a837792bddd23050ecebc98069ab23eb0633ff1ef5f"},
|
||||||
{file = "numexpr-2.8.4-cp37-cp37m-win_amd64.whl", hash = "sha256:eaec59e9bf70ff05615c34a8b8d6c7bd042bd9f55465d7b495ea5436f45319d0"},
|
{file = "numexpr-2.8.5-cp37-cp37m-win_amd64.whl", hash = "sha256:db5c65417d69414f1ab31302ea01d3548303ef31209c38b4849d145be4e1d1ba"},
|
||||||
{file = "numexpr-2.8.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:b318541bf3d8326682ebada087ba0050549a16d8b3fa260dd2585d73a83d20a7"},
|
{file = "numexpr-2.8.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:eb36ffcfa1606e41aa08d559b4277bcad0e16b83941d1a4fee8d2bd5a34f8e0e"},
|
||||||
{file = "numexpr-2.8.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:b076db98ca65eeaf9bd224576e3ac84c05e451c0bd85b13664b7e5f7b62e2c70"},
|
{file = "numexpr-2.8.5-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:34af2a0e857d02a4bc5758bc037a777d50dacb13bcd57c7905268a3e44994ed6"},
|
||||||
{file = "numexpr-2.8.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:90f12cc851240f7911a47c91aaf223dba753e98e46dff3017282e633602e76a7"},
|
{file = "numexpr-2.8.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5a8dad2bfaad5a5c34a2e8bbf62b9df1dfab266d345fda1feb20ff4e264b347a"},
|
||||||
{file = "numexpr-2.8.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c368aa35ae9b18840e78b05f929d3a7b3abccdba9630a878c7db74ca2368339"},
|
{file = "numexpr-2.8.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b93f5a866cd13a808bc3d3a9c487d94cd02eec408b275ff0aa150f2e8e5191f8"},
|
||||||
{file = "numexpr-2.8.4-cp38-cp38-win32.whl", hash = "sha256:b96334fc1748e9ec4f93d5fadb1044089d73fb08208fdb8382ed77c893f0be01"},
|
{file = "numexpr-2.8.5-cp38-cp38-win32.whl", hash = "sha256:558390fea6370003ac749ed9d0f38d708aa096f5dcb707ddb6e0ca5a0dd37da1"},
|
||||||
{file = "numexpr-2.8.4-cp38-cp38-win_amd64.whl", hash = "sha256:a6d2d7740ae83ba5f3531e83afc4b626daa71df1ef903970947903345c37bd03"},
|
{file = "numexpr-2.8.5-cp38-cp38-win_amd64.whl", hash = "sha256:55983806815035eb63c5039520688c49536bb7f3cc3fc1d7d64c6a00cf3f353e"},
|
||||||
{file = "numexpr-2.8.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:77898fdf3da6bb96aa8a4759a8231d763a75d848b2f2e5c5279dad0b243c8dfe"},
|
{file = "numexpr-2.8.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:1510da20e6f5f45333610b1ded44c566e2690c6c437c84f2a212ca09627c7e01"},
|
||||||
{file = "numexpr-2.8.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:df35324666b693f13a016bc7957de7cc4d8801b746b81060b671bf78a52b9037"},
|
{file = "numexpr-2.8.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9e8b5bf7bcb4e8dcd66522d8fc96e1db7278f901cb4fd2e155efbe62a41dde08"},
|
||||||
{file = "numexpr-2.8.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:17ac9cfe6d0078c5fc06ba1c1bbd20b8783f28c6f475bbabd3cad53683075cab"},
|
{file = "numexpr-2.8.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4ed0e1c1ef5f34381448539f1fe9015906d21c9cfa2797c06194d4207dadb465"},
|
||||||
{file = "numexpr-2.8.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:df3a1f6b24214a1ab826e9c1c99edf1686c8e307547a9aef33910d586f626d01"},
|
{file = "numexpr-2.8.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aea6ab45c87c0a7041183c08a798f0ad4d7c5eccbce20cfe79ce6f1a45ef3702"},
|
||||||
{file = "numexpr-2.8.4-cp39-cp39-win32.whl", hash = "sha256:7d71add384adc9119568d7e9ffa8a35b195decae81e0abf54a2b7779852f0637"},
|
{file = "numexpr-2.8.5-cp39-cp39-win32.whl", hash = "sha256:cbfd833ee5fdb0efb862e152aee7e6ccea9c596d5c11d22604c2e6307bff7cad"},
|
||||||
{file = "numexpr-2.8.4-cp39-cp39-win_amd64.whl", hash = "sha256:9f096d707290a6a00b6ffdaf581ee37331109fb7b6c8744e9ded7c779a48e517"},
|
{file = "numexpr-2.8.5-cp39-cp39-win_amd64.whl", hash = "sha256:283ce8609a7ccbadf91a68f3484558b3e36d27c93c98a41ec205efb0ab43c872"},
|
||||||
{file = "numexpr-2.8.4.tar.gz", hash = "sha256:d5432537418d18691b9115d615d6daa17ee8275baef3edf1afbbf8bc69806147"},
|
{file = "numexpr-2.8.5.tar.gz", hash = "sha256:45ed41e55a0abcecf3d711481e12a5fb7a904fe99d42bc282a17cc5f8ea510be"},
|
||||||
]
|
]
|
||||||
|
|
||||||
[package.dependencies]
|
[package.dependencies]
|
||||||
|
|
@ -4035,68 +4074,78 @@ files = [
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "orjson"
|
name = "orjson"
|
||||||
version = "3.9.2"
|
version = "3.9.3"
|
||||||
description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
|
description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
|
||||||
optional = false
|
optional = false
|
||||||
python-versions = ">=3.7"
|
python-versions = ">=3.7"
|
||||||
files = [
|
files = [
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|
||||||
]
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "overrides"
|
name = "overrides"
|
||||||
version = "7.3.1"
|
version = "7.4.0"
|
||||||
description = "A decorator to automatically detect mismatch when overriding a method."
|
description = "A decorator to automatically detect mismatch when overriding a method."
|
||||||
optional = false
|
optional = false
|
||||||
python-versions = ">=3.6"
|
python-versions = ">=3.6"
|
||||||
files = [
|
files = [
|
||||||
{file = "overrides-7.3.1-py3-none-any.whl", hash = "sha256:6187d8710a935d09b0bcef8238301d6ee2569d2ac1ae0ec39a8c7924e27f58ca"},
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||||||
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{file = "overrides-7.4.0.tar.gz", hash = "sha256:9502a3cca51f4fac40b5feca985b6703a5c1f6ad815588a7ca9e285b9dca6757"},
|
||||||
]
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
|
|
@ -4575,13 +4624,13 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "psycopg"
|
name = "psycopg"
|
||||||
version = "3.1.9"
|
version = "3.1.10"
|
||||||
description = "PostgreSQL database adapter for Python"
|
description = "PostgreSQL database adapter for Python"
|
||||||
optional = false
|
optional = false
|
||||||
python-versions = ">=3.7"
|
python-versions = ">=3.7"
|
||||||
files = [
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files = [
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|
||||||
]
|
]
|
||||||
|
|
||||||
[package.dependencies]
|
[package.dependencies]
|
||||||
|
|
@ -4589,145 +4638,143 @@ typing-extensions = ">=4.1"
|
||||||
tzdata = {version = "*", markers = "sys_platform == \"win32\""}
|
tzdata = {version = "*", markers = "sys_platform == \"win32\""}
|
||||||
|
|
||||||
[package.extras]
|
[package.extras]
|
||||||
binary = ["psycopg-binary (==3.1.9)"]
|
binary = ["psycopg-binary (==3.1.10)"]
|
||||||
c = ["psycopg-c (==3.1.9)"]
|
c = ["psycopg-c (==3.1.10)"]
|
||||||
dev = ["black (>=23.1.0)", "dnspython (>=2.1)", "flake8 (>=4.0)", "mypy (>=1.2)", "types-setuptools (>=57.4)", "wheel (>=0.37)"]
|
dev = ["black (>=23.1.0)", "dnspython (>=2.1)", "flake8 (>=4.0)", "mypy (>=1.4.1)", "types-setuptools (>=57.4)", "wheel (>=0.37)"]
|
||||||
docs = ["Sphinx (>=5.0)", "furo (==2022.6.21)", "sphinx-autobuild (>=2021.3.14)", "sphinx-autodoc-typehints (>=1.12)"]
|
docs = ["Sphinx (>=5.0)", "furo (==2022.6.21)", "sphinx-autobuild (>=2021.3.14)", "sphinx-autodoc-typehints (>=1.12)"]
|
||||||
pool = ["psycopg-pool"]
|
pool = ["psycopg-pool"]
|
||||||
test = ["anyio (>=3.6.2)", "mypy (>=1.2)", "pproxy (>=2.7)", "pytest (>=6.2.5)", "pytest-cov (>=3.0)", "pytest-randomly (>=3.5)"]
|
test = ["anyio (>=3.6.2)", "mypy (>=1.4.1)", "pproxy (>=2.7)", "pytest (>=6.2.5)", "pytest-cov (>=3.0)", "pytest-randomly (>=3.5)"]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "psycopg-binary"
|
name = "psycopg-binary"
|
||||||
version = "3.1.9"
|
version = "3.1.10"
|
||||||
description = "PostgreSQL database adapter for Python -- C optimisation distribution"
|
description = "PostgreSQL database adapter for Python -- C optimisation distribution"
|
||||||
optional = false
|
optional = false
|
||||||
python-versions = ">=3.7"
|
python-versions = ">=3.7"
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||||||
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||||||
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|
|
||||||
]
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
|
|
@ -4940,13 +4987,13 @@ email = ["email-validator (>=1.0.3)"]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "pygments"
|
name = "pygments"
|
||||||
version = "2.15.1"
|
version = "2.16.1"
|
||||||
description = "Pygments is a syntax highlighting package written in Python."
|
description = "Pygments is a syntax highlighting package written in Python."
|
||||||
optional = false
|
optional = false
|
||||||
python-versions = ">=3.7"
|
python-versions = ">=3.7"
|
||||||
files = [
|
files = [
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{file = "Pygments-2.15.1-py3-none-any.whl", hash = "sha256:db2db3deb4b4179f399a09054b023b6a586b76499d36965813c71aa8ed7b5fd1"},
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||||||
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||||||
]
|
]
|
||||||
|
|
||||||
[package.extras]
|
[package.extras]
|
||||||
|
|
@ -5073,23 +5120,23 @@ diagrams = ["jinja2", "railroad-diagrams"]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "pypdf"
|
name = "pypdf"
|
||||||
version = "3.14.0"
|
version = "3.15.0"
|
||||||
description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
|
description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
|
||||||
optional = false
|
optional = false
|
||||||
python-versions = ">=3.6"
|
python-versions = ">=3.6"
|
||||||
files = [
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files = [
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]
|
]
|
||||||
|
|
||||||
[package.dependencies]
|
[package.dependencies]
|
||||||
typing_extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
|
typing_extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
|
||||||
|
|
||||||
[package.extras]
|
[package.extras]
|
||||||
crypto = ["PyCryptodome"]
|
crypto = ["PyCryptodome", "cryptography"]
|
||||||
dev = ["black", "flit", "pip-tools", "pre-commit (<2.18.0)", "pytest-cov", "pytest-socket", "wheel"]
|
dev = ["black", "flit", "pip-tools", "pre-commit (<2.18.0)", "pytest-cov", "pytest-socket", "wheel"]
|
||||||
docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
|
docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
|
||||||
full = ["Pillow (>=8.0.0)", "PyCryptodome"]
|
full = ["Pillow (>=8.0.0)", "PyCryptodome", "cryptography"]
|
||||||
image = ["Pillow (>=8.0.0)"]
|
image = ["Pillow (>=8.0.0)"]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
|
|
@ -5755,59 +5802,49 @@ files = [
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|
||||||
[[package]]
|
[[package]]
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||||||
name = "safetensors"
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name = "safetensors"
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version = "0.3.1"
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version = "0.3.2"
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description = "Fast and Safe Tensor serialization"
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description = "Fast and Safe Tensor serialization"
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optional = true
|
optional = true
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python-versions = "*"
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python-versions = "*"
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|
||||||
{file = "safetensors-0.3.1-cp38-cp38-win_amd64.whl", hash = "sha256:afdc725beff7121ea8d39a7339f5a6abcb01daa189ea56290b67fe262d56e20f"},
|
|
||||||
{file = "safetensors-0.3.1-cp39-cp39-macosx_10_11_x86_64.whl", hash = "sha256:cba910fcc9e5e64d32d62b837388721165e9c7e45d23bc3a38ad57694b77f40d"},
|
|
||||||
{file = "safetensors-0.3.1-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:a4f7dbfe7285573cdaddd85ef6fa84ebbed995d3703ab72d71257944e384612f"},
|
|
||||||
{file = "safetensors-0.3.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:54aed0802f9eaa83ca7b1cbb986bfb90b8e2c67b6a4bcfe245627e17dad565d4"},
|
|
||||||
{file = "safetensors-0.3.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:34b75a766f3cfc99fd4c33e329b76deae63f5f388e455d863a5d6e99472fca8e"},
|
|
||||||
{file = "safetensors-0.3.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1a0f31904f35dc14919a145b2d7a2d8842a43a18a629affe678233c4ea90b4af"},
|
|
||||||
{file = "safetensors-0.3.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dcf527ecc5f58907fd9031510378105487f318cc91ecdc5aee3c7cc8f46030a8"},
|
|
||||||
{file = "safetensors-0.3.1-cp39-cp39-win32.whl", hash = "sha256:e2f083112cf97aa9611e2a05cc170a2795eccec5f6ff837f4565f950670a9d83"},
|
|
||||||
{file = "safetensors-0.3.1-cp39-cp39-win_amd64.whl", hash = "sha256:5f4f614b8e8161cd8a9ca19c765d176a82b122fa3d3387b77862145bfe9b4e93"},
|
|
||||||
{file = "safetensors-0.3.1.tar.gz", hash = "sha256:571da56ff8d0bec8ae54923b621cda98d36dcef10feb36fd492c4d0c2cd0e869"},
|
|
||||||
]
|
]
|
||||||
|
|
||||||
[package.extras]
|
[package.extras]
|
||||||
all = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "flax (>=0.6.3)", "h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "isort (>=5.5.4)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)", "numpy (>=1.21.6)", "paddlepaddle (>=2.4.1)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)", "tensorflow (>=2.11.0)", "torch (>=1.10)"]
|
all = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "flax (>=0.6.3)", "h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "isort (>=5.5.4)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)", "numpy (>=1.21.6)", "paddlepaddle (>=2.4.1)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)", "tensorflow (==2.11.0)", "torch (>=1.10)"]
|
||||||
dev = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "flax (>=0.6.3)", "h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "isort (>=5.5.4)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)", "numpy (>=1.21.6)", "paddlepaddle (>=2.4.1)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)", "tensorflow (>=2.11.0)", "torch (>=1.10)"]
|
dev = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "flax (>=0.6.3)", "h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "isort (>=5.5.4)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)", "numpy (>=1.21.6)", "paddlepaddle (>=2.4.1)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)", "tensorflow (==2.11.0)", "torch (>=1.10)"]
|
||||||
jax = ["flax (>=0.6.3)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)"]
|
jax = ["flax (>=0.6.3)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)"]
|
||||||
numpy = ["numpy (>=1.21.6)"]
|
numpy = ["numpy (>=1.21.6)"]
|
||||||
paddlepaddle = ["paddlepaddle (>=2.4.1)"]
|
paddlepaddle = ["paddlepaddle (>=2.4.1)"]
|
||||||
|
pinned-tf = ["tensorflow (==2.11.0)"]
|
||||||
quality = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "isort (>=5.5.4)"]
|
quality = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "isort (>=5.5.4)"]
|
||||||
tensorflow = ["tensorflow (>=2.11.0)"]
|
tensorflow = ["tensorflow (>=2.11.0)"]
|
||||||
testing = ["h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "numpy (>=1.21.6)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)"]
|
testing = ["h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "numpy (>=1.21.6)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)"]
|
||||||
|
|
@ -6653,20 +6690,20 @@ files = [
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "tqdm"
|
name = "tqdm"
|
||||||
version = "4.65.0"
|
version = "4.65.1"
|
||||||
description = "Fast, Extensible Progress Meter"
|
description = "Fast, Extensible Progress Meter"
|
||||||
optional = false
|
optional = false
|
||||||
python-versions = ">=3.7"
|
python-versions = ">=3.7"
|
||||||
files = [
|
files = [
|
||||||
{file = "tqdm-4.65.0-py3-none-any.whl", hash = "sha256:c4f53a17fe37e132815abceec022631be8ffe1b9381c2e6e30aa70edc99e9671"},
|
{file = "tqdm-4.65.1-py3-none-any.whl", hash = "sha256:16181c62ad2c6f8f6f29876e66322faad1c7fd3cc70aa9cc25ff63e50d1da031"},
|
||||||
{file = "tqdm-4.65.0.tar.gz", hash = "sha256:1871fb68a86b8fb3b59ca4cdd3dcccbc7e6d613eeed31f4c332531977b89beb5"},
|
{file = "tqdm-4.65.1.tar.gz", hash = "sha256:2cb0075cc5269f8edac40bdeb757cc36ab5b6648caf014822b67e1a49fba141d"},
|
||||||
]
|
]
|
||||||
|
|
||||||
[package.dependencies]
|
[package.dependencies]
|
||||||
colorama = {version = "*", markers = "platform_system == \"Windows\""}
|
colorama = {version = "*", markers = "platform_system == \"Windows\""}
|
||||||
|
|
||||||
[package.extras]
|
[package.extras]
|
||||||
dev = ["py-make (>=0.1.0)", "twine", "wheel"]
|
dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
|
||||||
notebook = ["ipywidgets (>=6)"]
|
notebook = ["ipywidgets (>=6)"]
|
||||||
slack = ["slack-sdk"]
|
slack = ["slack-sdk"]
|
||||||
telegram = ["requests"]
|
telegram = ["requests"]
|
||||||
|
|
@ -7261,13 +7298,13 @@ files = [
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "wheel"
|
name = "wheel"
|
||||||
version = "0.41.0"
|
version = "0.41.1"
|
||||||
description = "A built-package format for Python"
|
description = "A built-package format for Python"
|
||||||
optional = false
|
optional = false
|
||||||
python-versions = ">=3.7"
|
python-versions = ">=3.7"
|
||||||
files = [
|
files = [
|
||||||
{file = "wheel-0.41.0-py3-none-any.whl", hash = "sha256:7e9be3bbd0078f6147d82ed9ed957e323e7708f57e134743d2edef3a7b7972a9"},
|
{file = "wheel-0.41.1-py3-none-any.whl", hash = "sha256:473219bd4cbedc62cea0cb309089b593e47c15c4a2531015f94e4e3b9a0f6981"},
|
||||||
{file = "wheel-0.41.0.tar.gz", hash = "sha256:55a0f0a5a84869bce5ba775abfd9c462e3a6b1b7b7ec69d72c0b83d673a5114d"},
|
{file = "wheel-0.41.1.tar.gz", hash = "sha256:12b911f083e876e10c595779709f8a88a59f45aacc646492a67fe9ef796c1b47"},
|
||||||
]
|
]
|
||||||
|
|
||||||
[package.extras]
|
[package.extras]
|
||||||
|
|
@ -7580,4 +7617,4 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"]
|
||||||
[metadata]
|
[metadata]
|
||||||
lock-version = "2.0"
|
lock-version = "2.0"
|
||||||
python-versions = ">=3.9,<3.11"
|
python-versions = ">=3.9,<3.11"
|
||||||
content-hash = "57abce2ebcdc3cd7e359c36805822b9398d3bfb500c175b173a6d784d1276df6"
|
content-hash = "7c6d7dc33a9b0ae9da053fb78b9f2eabbe78df38c4763e5a8719df6249d6f657"
|
||||||
|
|
|
||||||
|
|
@ -1,6 +1,6 @@
|
||||||
[tool.poetry]
|
[tool.poetry]
|
||||||
name = "langflow"
|
name = "langflow"
|
||||||
version = "0.4.1"
|
version = "0.4.3"
|
||||||
description = "A Python package with a built-in web application"
|
description = "A Python package with a built-in web application"
|
||||||
authors = ["Logspace <contact@logspace.ai>"]
|
authors = ["Logspace <contact@logspace.ai>"]
|
||||||
maintainers = [
|
maintainers = [
|
||||||
|
|
@ -19,7 +19,7 @@ readme = "README.md"
|
||||||
keywords = ["nlp", "langchain", "openai", "gpt", "gui"]
|
keywords = ["nlp", "langchain", "openai", "gpt", "gui"]
|
||||||
packages = [{ include = "langflow", from = "src/backend" }]
|
packages = [{ include = "langflow", from = "src/backend" }]
|
||||||
include = ["src/backend/langflow/*", "src/backend/langflow/**/*"]
|
include = ["src/backend/langflow/*", "src/backend/langflow/**/*"]
|
||||||
|
documentation = "https://docs.langflow.org"
|
||||||
|
|
||||||
[tool.poetry.scripts]
|
[tool.poetry.scripts]
|
||||||
langflow = "langflow.__main__:main"
|
langflow = "langflow.__main__:main"
|
||||||
|
|
@ -33,7 +33,7 @@ google-search-results = "^2.4.1"
|
||||||
google-api-python-client = "^2.79.0"
|
google-api-python-client = "^2.79.0"
|
||||||
typer = "^0.9.0"
|
typer = "^0.9.0"
|
||||||
gunicorn = "^21.1.0"
|
gunicorn = "^21.1.0"
|
||||||
langchain = "^0.0.250"
|
langchain = "^0.0.256"
|
||||||
openai = "^0.27.8"
|
openai = "^0.27.8"
|
||||||
pandas = "^2.0.0"
|
pandas = "^2.0.0"
|
||||||
chromadb = "^0.3.21"
|
chromadb = "^0.3.21"
|
||||||
|
|
@ -63,7 +63,7 @@ python-multipart = "^0.0.6"
|
||||||
sqlmodel = "^0.0.8"
|
sqlmodel = "^0.0.8"
|
||||||
faiss-cpu = "^1.7.4"
|
faiss-cpu = "^1.7.4"
|
||||||
anthropic = "^0.3.0"
|
anthropic = "^0.3.0"
|
||||||
orjson = "^3.9.1"
|
orjson = "3.9.3"
|
||||||
multiprocess = "^0.70.14"
|
multiprocess = "^0.70.14"
|
||||||
cachetools = "^5.3.1"
|
cachetools = "^5.3.1"
|
||||||
types-cachetools = "^5.3.0.5"
|
types-cachetools = "^5.3.0.5"
|
||||||
|
|
@ -77,6 +77,7 @@ psycopg = "^3.1.9"
|
||||||
psycopg-binary = "^3.1.9"
|
psycopg-binary = "^3.1.9"
|
||||||
fastavro = "^1.8.0"
|
fastavro = "^1.8.0"
|
||||||
langchain-experimental = "^0.0.8"
|
langchain-experimental = "^0.0.8"
|
||||||
|
alembic = "^1.11.2"
|
||||||
|
|
||||||
[tool.poetry.group.dev.dependencies]
|
[tool.poetry.group.dev.dependencies]
|
||||||
black = "^23.1.0"
|
black = "^23.1.0"
|
||||||
|
|
|
||||||
|
|
@ -1,5 +1,7 @@
|
||||||
from importlib import metadata
|
from importlib import metadata
|
||||||
from langflow.cache import cache_manager
|
|
||||||
|
# Deactivate cache manager for now
|
||||||
|
# from langflow.services.cache import cache_manager
|
||||||
from langflow.processing.process import load_flow_from_json
|
from langflow.processing.process import load_flow_from_json
|
||||||
from langflow.interface.custom.custom_component import CustomComponent
|
from langflow.interface.custom.custom_component import CustomComponent
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -1,6 +1,7 @@
|
||||||
import sys
|
import sys
|
||||||
import time
|
import time
|
||||||
import httpx
|
import httpx
|
||||||
|
from langflow.services.utils import get_settings_manager
|
||||||
from langflow.utils.util import get_number_of_workers
|
from langflow.utils.util import get_number_of_workers
|
||||||
from multiprocess import Process # type: ignore
|
from multiprocess import Process # type: ignore
|
||||||
import platform
|
import platform
|
||||||
|
|
@ -12,7 +13,6 @@ from rich import box
|
||||||
from rich import print as rprint
|
from rich import print as rprint
|
||||||
import typer
|
import typer
|
||||||
from langflow.main import setup_app
|
from langflow.main import setup_app
|
||||||
from langflow.settings import settings
|
|
||||||
from langflow.utils.logger import configure, logger
|
from langflow.utils.logger import configure, logger
|
||||||
import webbrowser
|
import webbrowser
|
||||||
from dotenv import load_dotenv
|
from dotenv import load_dotenv
|
||||||
|
|
@ -30,19 +30,19 @@ def update_settings(
|
||||||
"""Update the settings from a config file."""
|
"""Update the settings from a config file."""
|
||||||
|
|
||||||
# Check for database_url in the environment variables
|
# Check for database_url in the environment variables
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
if config:
|
if config:
|
||||||
logger.debug(f"Loading settings from {config}")
|
logger.debug(f"Loading settings from {config}")
|
||||||
settings.update_from_yaml(config, dev=dev)
|
settings_manager.settings.update_from_yaml(config, dev=dev)
|
||||||
if remove_api_keys:
|
if remove_api_keys:
|
||||||
logger.debug(f"Setting remove_api_keys to {remove_api_keys}")
|
logger.debug(f"Setting remove_api_keys to {remove_api_keys}")
|
||||||
settings.update_settings(REMOVE_API_KEYS=remove_api_keys)
|
settings_manager.settings.update_settings(REMOVE_API_KEYS=remove_api_keys)
|
||||||
if cache:
|
if cache:
|
||||||
logger.debug(f"Setting cache to {cache}")
|
logger.debug(f"Setting cache to {cache}")
|
||||||
settings.update_settings(CACHE=cache)
|
settings_manager.settings.update_settings(CACHE=cache)
|
||||||
if components_path:
|
if components_path:
|
||||||
logger.debug(f"Adding component path {components_path}")
|
logger.debug(f"Adding component path {components_path}")
|
||||||
settings.update_settings(COMPONENTS_PATH=components_path)
|
settings_manager.settings.update_settings(COMPONENTS_PATH=components_path)
|
||||||
|
|
||||||
|
|
||||||
def serve_on_jcloud():
|
def serve_on_jcloud():
|
||||||
|
|
@ -106,7 +106,9 @@ def serve(
|
||||||
help="Path to the directory containing custom components.",
|
help="Path to the directory containing custom components.",
|
||||||
envvar="LANGFLOW_COMPONENTS_PATH",
|
envvar="LANGFLOW_COMPONENTS_PATH",
|
||||||
),
|
),
|
||||||
config: str = typer.Option("config.yaml", help="Path to the configuration file."),
|
config: str = typer.Option(
|
||||||
|
Path(__file__).parent / "config.yaml", help="Path to the configuration file."
|
||||||
|
),
|
||||||
# .env file param
|
# .env file param
|
||||||
env_file: Path = typer.Option(
|
env_file: Path = typer.Option(
|
||||||
None, help="Path to the .env file containing environment variables."
|
None, help="Path to the .env file containing environment variables."
|
||||||
|
|
@ -146,6 +148,11 @@ def serve(
|
||||||
help="Remove API keys from the projects saved in the database.",
|
help="Remove API keys from the projects saved in the database.",
|
||||||
envvar="LANGFLOW_REMOVE_API_KEYS",
|
envvar="LANGFLOW_REMOVE_API_KEYS",
|
||||||
),
|
),
|
||||||
|
backend_only: bool = typer.Option(
|
||||||
|
False,
|
||||||
|
help="Run only the backend server without the frontend.",
|
||||||
|
envvar="LANGFLOW_BACKEND_ONLY",
|
||||||
|
),
|
||||||
):
|
):
|
||||||
"""
|
"""
|
||||||
Run the Langflow server.
|
Run the Langflow server.
|
||||||
|
|
@ -167,7 +174,7 @@ def serve(
|
||||||
)
|
)
|
||||||
# create path object if path is provided
|
# create path object if path is provided
|
||||||
static_files_dir: Optional[Path] = Path(path) if path else None
|
static_files_dir: Optional[Path] = Path(path) if path else None
|
||||||
app = setup_app(static_files_dir=static_files_dir)
|
app = setup_app(static_files_dir=static_files_dir, backend_only=backend_only)
|
||||||
# check if port is being used
|
# check if port is being used
|
||||||
if is_port_in_use(port, host):
|
if is_port_in_use(port, host):
|
||||||
port = get_free_port(port)
|
port = get_free_port(port)
|
||||||
|
|
@ -179,6 +186,10 @@ def serve(
|
||||||
"timeout": timeout,
|
"timeout": timeout,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
# Define an env variable to know if we are just testing the server
|
||||||
|
if "pytest" in sys.modules:
|
||||||
|
return
|
||||||
|
|
||||||
if platform.system() in ["Windows"]:
|
if platform.system() in ["Windows"]:
|
||||||
# Run using uvicorn on MacOS and Windows
|
# Run using uvicorn on MacOS and Windows
|
||||||
# Windows doesn't support gunicorn
|
# Windows doesn't support gunicorn
|
||||||
|
|
|
||||||
113
src/backend/langflow/alembic.ini
Normal file
113
src/backend/langflow/alembic.ini
Normal file
|
|
@ -0,0 +1,113 @@
|
||||||
|
# A generic, single database configuration.
|
||||||
|
|
||||||
|
[alembic]
|
||||||
|
# path to migration scripts
|
||||||
|
script_location = alembic
|
||||||
|
|
||||||
|
# template used to generate migration file names; The default value is %%(rev)s_%%(slug)s
|
||||||
|
# Uncomment the line below if you want the files to be prepended with date and time
|
||||||
|
# see https://alembic.sqlalchemy.org/en/latest/tutorial.html#editing-the-ini-file
|
||||||
|
# for all available tokens
|
||||||
|
# file_template = %%(year)d_%%(month).2d_%%(day).2d_%%(hour).2d%%(minute).2d-%%(rev)s_%%(slug)s
|
||||||
|
|
||||||
|
# sys.path path, will be prepended to sys.path if present.
|
||||||
|
# defaults to the current working directory.
|
||||||
|
prepend_sys_path = .
|
||||||
|
|
||||||
|
# timezone to use when rendering the date within the migration file
|
||||||
|
# as well as the filename.
|
||||||
|
# If specified, requires the python-dateutil library that can be
|
||||||
|
# installed by adding `alembic[tz]` to the pip requirements
|
||||||
|
# string value is passed to dateutil.tz.gettz()
|
||||||
|
# leave blank for localtime
|
||||||
|
# timezone =
|
||||||
|
|
||||||
|
# max length of characters to apply to the
|
||||||
|
# "slug" field
|
||||||
|
# truncate_slug_length = 40
|
||||||
|
|
||||||
|
# set to 'true' to run the environment during
|
||||||
|
# the 'revision' command, regardless of autogenerate
|
||||||
|
# revision_environment = false
|
||||||
|
|
||||||
|
# set to 'true' to allow .pyc and .pyo files without
|
||||||
|
# a source .py file to be detected as revisions in the
|
||||||
|
# versions/ directory
|
||||||
|
# sourceless = false
|
||||||
|
|
||||||
|
# version location specification; This defaults
|
||||||
|
# to alembic/versions. When using multiple version
|
||||||
|
# directories, initial revisions must be specified with --version-path.
|
||||||
|
# The path separator used here should be the separator specified by "version_path_separator" below.
|
||||||
|
# version_locations = %(here)s/bar:%(here)s/bat:alembic/versions
|
||||||
|
|
||||||
|
# version path separator; As mentioned above, this is the character used to split
|
||||||
|
# version_locations. The default within new alembic.ini files is "os", which uses os.pathsep.
|
||||||
|
# If this key is omitted entirely, it falls back to the legacy behavior of splitting on spaces and/or commas.
|
||||||
|
# Valid values for version_path_separator are:
|
||||||
|
#
|
||||||
|
# version_path_separator = :
|
||||||
|
# version_path_separator = ;
|
||||||
|
# version_path_separator = space
|
||||||
|
version_path_separator = os # Use os.pathsep. Default configuration used for new projects.
|
||||||
|
|
||||||
|
# set to 'true' to search source files recursively
|
||||||
|
# in each "version_locations" directory
|
||||||
|
# new in Alembic version 1.10
|
||||||
|
# recursive_version_locations = false
|
||||||
|
|
||||||
|
# the output encoding used when revision files
|
||||||
|
# are written from script.py.mako
|
||||||
|
# output_encoding = utf-8
|
||||||
|
|
||||||
|
# This is the path to the db in the root of the project.
|
||||||
|
# When the user runs the Langflow the database url will
|
||||||
|
# be set dinamically.
|
||||||
|
sqlalchemy.url = sqlite:///../../../langflow.db
|
||||||
|
|
||||||
|
|
||||||
|
[post_write_hooks]
|
||||||
|
# post_write_hooks defines scripts or Python functions that are run
|
||||||
|
# on newly generated revision scripts. See the documentation for further
|
||||||
|
# detail and examples
|
||||||
|
|
||||||
|
# format using "black" - use the console_scripts runner, against the "black" entrypoint
|
||||||
|
# hooks = black
|
||||||
|
# black.type = console_scripts
|
||||||
|
# black.entrypoint = black
|
||||||
|
# black.options = -l 79 REVISION_SCRIPT_FILENAME
|
||||||
|
|
||||||
|
# Logging configuration
|
||||||
|
[loggers]
|
||||||
|
keys = root,sqlalchemy,alembic
|
||||||
|
|
||||||
|
[handlers]
|
||||||
|
keys = console
|
||||||
|
|
||||||
|
[formatters]
|
||||||
|
keys = generic
|
||||||
|
|
||||||
|
[logger_root]
|
||||||
|
level = WARN
|
||||||
|
handlers = console
|
||||||
|
qualname =
|
||||||
|
|
||||||
|
[logger_sqlalchemy]
|
||||||
|
level = WARN
|
||||||
|
handlers =
|
||||||
|
qualname = sqlalchemy.engine
|
||||||
|
|
||||||
|
[logger_alembic]
|
||||||
|
level = INFO
|
||||||
|
handlers =
|
||||||
|
qualname = alembic
|
||||||
|
|
||||||
|
[handler_console]
|
||||||
|
class = StreamHandler
|
||||||
|
args = (sys.stderr,)
|
||||||
|
level = NOTSET
|
||||||
|
formatter = generic
|
||||||
|
|
||||||
|
[formatter_generic]
|
||||||
|
format = %(levelname)-5.5s [%(name)s] %(message)s
|
||||||
|
datefmt = %H:%M:%S
|
||||||
1
src/backend/langflow/alembic/README
Normal file
1
src/backend/langflow/alembic/README
Normal file
|
|
@ -0,0 +1 @@
|
||||||
|
Generic single-database configuration.
|
||||||
78
src/backend/langflow/alembic/env.py
Normal file
78
src/backend/langflow/alembic/env.py
Normal file
|
|
@ -0,0 +1,78 @@
|
||||||
|
from logging.config import fileConfig
|
||||||
|
|
||||||
|
from sqlalchemy import engine_from_config
|
||||||
|
from sqlalchemy import pool
|
||||||
|
|
||||||
|
from alembic import context
|
||||||
|
|
||||||
|
from langflow.services.database.manager import SQLModel
|
||||||
|
|
||||||
|
# this is the Alembic Config object, which provides
|
||||||
|
# access to the values within the .ini file in use.
|
||||||
|
config = context.config
|
||||||
|
|
||||||
|
# Interpret the config file for Python logging.
|
||||||
|
# This line sets up loggers basically.
|
||||||
|
if config.config_file_name is not None:
|
||||||
|
fileConfig(config.config_file_name)
|
||||||
|
|
||||||
|
# add your model's MetaData object here
|
||||||
|
# for 'autogenerate' support
|
||||||
|
# from myapp import mymodel
|
||||||
|
# target_metadata = mymodel.Base.metadata
|
||||||
|
target_metadata = SQLModel.metadata
|
||||||
|
|
||||||
|
# other values from the config, defined by the needs of env.py,
|
||||||
|
# can be acquired:
|
||||||
|
# my_important_option = config.get_main_option("my_important_option")
|
||||||
|
# ... etc.
|
||||||
|
|
||||||
|
|
||||||
|
def run_migrations_offline() -> None:
|
||||||
|
"""Run migrations in 'offline' mode.
|
||||||
|
|
||||||
|
This configures the context with just a URL
|
||||||
|
and not an Engine, though an Engine is acceptable
|
||||||
|
here as well. By skipping the Engine creation
|
||||||
|
we don't even need a DBAPI to be available.
|
||||||
|
|
||||||
|
Calls to context.execute() here emit the given string to the
|
||||||
|
script output.
|
||||||
|
|
||||||
|
"""
|
||||||
|
url = config.get_main_option("sqlalchemy.url")
|
||||||
|
context.configure(
|
||||||
|
url=url,
|
||||||
|
target_metadata=target_metadata,
|
||||||
|
literal_binds=True,
|
||||||
|
dialect_opts={"paramstyle": "named"},
|
||||||
|
)
|
||||||
|
|
||||||
|
with context.begin_transaction():
|
||||||
|
context.run_migrations()
|
||||||
|
|
||||||
|
|
||||||
|
def run_migrations_online() -> None:
|
||||||
|
"""Run migrations in 'online' mode.
|
||||||
|
|
||||||
|
In this scenario we need to create an Engine
|
||||||
|
and associate a connection with the context.
|
||||||
|
|
||||||
|
"""
|
||||||
|
connectable = engine_from_config(
|
||||||
|
config.get_section(config.config_ini_section, {}),
|
||||||
|
prefix="sqlalchemy.",
|
||||||
|
poolclass=pool.NullPool,
|
||||||
|
)
|
||||||
|
|
||||||
|
with connectable.connect() as connection:
|
||||||
|
context.configure(connection=connection, target_metadata=target_metadata)
|
||||||
|
|
||||||
|
with context.begin_transaction():
|
||||||
|
context.run_migrations()
|
||||||
|
|
||||||
|
|
||||||
|
if context.is_offline_mode():
|
||||||
|
run_migrations_offline()
|
||||||
|
else:
|
||||||
|
run_migrations_online()
|
||||||
27
src/backend/langflow/alembic/script.py.mako
Normal file
27
src/backend/langflow/alembic/script.py.mako
Normal file
|
|
@ -0,0 +1,27 @@
|
||||||
|
"""${message}
|
||||||
|
|
||||||
|
Revision ID: ${up_revision}
|
||||||
|
Revises: ${down_revision | comma,n}
|
||||||
|
Create Date: ${create_date}
|
||||||
|
|
||||||
|
"""
|
||||||
|
from typing import Sequence, Union
|
||||||
|
|
||||||
|
from alembic import op
|
||||||
|
import sqlalchemy as sa
|
||||||
|
import sqlmodel
|
||||||
|
${imports if imports else ""}
|
||||||
|
|
||||||
|
# revision identifiers, used by Alembic.
|
||||||
|
revision: str = ${repr(up_revision)}
|
||||||
|
down_revision: Union[str, None] = ${repr(down_revision)}
|
||||||
|
branch_labels: Union[str, Sequence[str], None] = ${repr(branch_labels)}
|
||||||
|
depends_on: Union[str, Sequence[str], None] = ${repr(depends_on)}
|
||||||
|
|
||||||
|
|
||||||
|
def upgrade() -> None:
|
||||||
|
${upgrades if upgrades else "pass"}
|
||||||
|
|
||||||
|
|
||||||
|
def downgrade() -> None:
|
||||||
|
${downgrades if downgrades else "pass"}
|
||||||
|
|
@ -0,0 +1,42 @@
|
||||||
|
"""Remove FlowStyles table
|
||||||
|
|
||||||
|
Revision ID: 0a534bdfd84b
|
||||||
|
Revises: 4814b6f4abfd
|
||||||
|
Create Date: 2023-08-07 14:09:06.844104
|
||||||
|
|
||||||
|
"""
|
||||||
|
from typing import Sequence, Union
|
||||||
|
|
||||||
|
from alembic import op
|
||||||
|
import sqlalchemy as sa
|
||||||
|
|
||||||
|
|
||||||
|
# revision identifiers, used by Alembic.
|
||||||
|
revision: str = "0a534bdfd84b"
|
||||||
|
down_revision: Union[str, None] = "4814b6f4abfd"
|
||||||
|
branch_labels: Union[str, Sequence[str], None] = None
|
||||||
|
depends_on: Union[str, Sequence[str], None] = None
|
||||||
|
|
||||||
|
|
||||||
|
def upgrade() -> None:
|
||||||
|
# ### commands auto generated by Alembic - please adjust! ###
|
||||||
|
op.drop_table("flowstyle")
|
||||||
|
# ### end Alembic commands ###
|
||||||
|
|
||||||
|
|
||||||
|
def downgrade() -> None:
|
||||||
|
# ### commands auto generated by Alembic - please adjust! ###
|
||||||
|
op.create_table(
|
||||||
|
"flowstyle",
|
||||||
|
sa.Column("color", sa.VARCHAR(), nullable=False),
|
||||||
|
sa.Column("emoji", sa.VARCHAR(), nullable=False),
|
||||||
|
sa.Column("flow_id", sa.CHAR(length=32), nullable=True),
|
||||||
|
sa.Column("id", sa.CHAR(length=32), nullable=False),
|
||||||
|
sa.ForeignKeyConstraint(
|
||||||
|
["flow_id"],
|
||||||
|
["flow.id"],
|
||||||
|
),
|
||||||
|
sa.PrimaryKeyConstraint("id"),
|
||||||
|
sa.UniqueConstraint("id"),
|
||||||
|
)
|
||||||
|
# ### end Alembic commands ###
|
||||||
|
|
@ -0,0 +1,65 @@
|
||||||
|
"""Add Flow table
|
||||||
|
|
||||||
|
Revision ID: 4814b6f4abfd
|
||||||
|
Revises:
|
||||||
|
Create Date: 2023-08-05 17:47:42.879824
|
||||||
|
|
||||||
|
"""
|
||||||
|
|
||||||
|
import contextlib
|
||||||
|
from typing import Sequence, Union
|
||||||
|
|
||||||
|
from alembic import op
|
||||||
|
import sqlalchemy as sa
|
||||||
|
import sqlmodel
|
||||||
|
|
||||||
|
|
||||||
|
# revision identifiers, used by Alembic.
|
||||||
|
revision: str = "4814b6f4abfd"
|
||||||
|
down_revision: Union[str, None] = None
|
||||||
|
branch_labels: Union[str, Sequence[str], None] = None
|
||||||
|
depends_on: Union[str, Sequence[str], None] = None
|
||||||
|
|
||||||
|
|
||||||
|
def upgrade() -> None:
|
||||||
|
# ### commands auto generated by Alembic - please adjust! ###
|
||||||
|
|
||||||
|
# This suppress is used to not break the migration if the table already exists.
|
||||||
|
with contextlib.suppress(sa.exc.OperationalError):
|
||||||
|
op.create_table(
|
||||||
|
"flow",
|
||||||
|
sa.Column("data", sa.JSON(), nullable=True),
|
||||||
|
sa.Column("name", sqlmodel.sql.sqltypes.AutoString(), nullable=False),
|
||||||
|
sa.Column("description", sqlmodel.sql.sqltypes.AutoString(), nullable=True),
|
||||||
|
sa.Column("id", sqlmodel.sql.sqltypes.GUID(), nullable=False),
|
||||||
|
sa.PrimaryKeyConstraint("id"),
|
||||||
|
sa.UniqueConstraint("id"),
|
||||||
|
)
|
||||||
|
op.create_index(
|
||||||
|
op.f("ix_flow_description"), "flow", ["description"], unique=False
|
||||||
|
)
|
||||||
|
op.create_index(op.f("ix_flow_name"), "flow", ["name"], unique=False)
|
||||||
|
with contextlib.suppress(sa.exc.OperationalError):
|
||||||
|
op.create_table(
|
||||||
|
"flowstyle",
|
||||||
|
sa.Column("color", sqlmodel.sql.sqltypes.AutoString(), nullable=False),
|
||||||
|
sa.Column("emoji", sqlmodel.sql.sqltypes.AutoString(), nullable=False),
|
||||||
|
sa.Column("flow_id", sqlmodel.sql.sqltypes.GUID(), nullable=True),
|
||||||
|
sa.Column("id", sqlmodel.sql.sqltypes.GUID(), nullable=False),
|
||||||
|
sa.ForeignKeyConstraint(
|
||||||
|
["flow_id"],
|
||||||
|
["flow.id"],
|
||||||
|
),
|
||||||
|
sa.PrimaryKeyConstraint("id"),
|
||||||
|
sa.UniqueConstraint("id"),
|
||||||
|
)
|
||||||
|
# ### end Alembic commands ###
|
||||||
|
|
||||||
|
|
||||||
|
def downgrade() -> None:
|
||||||
|
# ### commands auto generated by Alembic - please adjust! ###
|
||||||
|
op.drop_table("flowstyle")
|
||||||
|
op.drop_index(op.f("ix_flow_name"), table_name="flow")
|
||||||
|
op.drop_index(op.f("ix_flow_description"), table_name="flow")
|
||||||
|
op.drop_table("flow")
|
||||||
|
# ### end Alembic commands ###
|
||||||
|
|
@ -5,7 +5,6 @@ from langflow.api.v1 import (
|
||||||
endpoints_router,
|
endpoints_router,
|
||||||
validate_router,
|
validate_router,
|
||||||
flows_router,
|
flows_router,
|
||||||
flow_styles_router,
|
|
||||||
component_router,
|
component_router,
|
||||||
)
|
)
|
||||||
|
|
||||||
|
|
@ -17,4 +16,3 @@ router.include_router(endpoints_router)
|
||||||
router.include_router(validate_router)
|
router.include_router(validate_router)
|
||||||
router.include_router(component_router)
|
router.include_router(component_router)
|
||||||
router.include_router(flows_router)
|
router.include_router(flows_router)
|
||||||
router.include_router(flow_styles_router)
|
|
||||||
|
|
|
||||||
|
|
@ -66,3 +66,30 @@ def merge_nested_dicts(dict1, dict2):
|
||||||
else:
|
else:
|
||||||
dict1[key] = value
|
dict1[key] = value
|
||||||
return dict1
|
return dict1
|
||||||
|
|
||||||
|
|
||||||
|
def merge_nested_dicts_with_renaming(dict1, dict2):
|
||||||
|
for key, value in dict2.items():
|
||||||
|
if (
|
||||||
|
key in dict1
|
||||||
|
and isinstance(value, dict)
|
||||||
|
and isinstance(dict1.get(key), dict)
|
||||||
|
):
|
||||||
|
for sub_key, sub_value in value.items():
|
||||||
|
if sub_key in dict1[key]:
|
||||||
|
new_key = get_new_key(dict1[key], sub_key)
|
||||||
|
dict1[key][new_key] = sub_value
|
||||||
|
else:
|
||||||
|
dict1[key][sub_key] = sub_value
|
||||||
|
else:
|
||||||
|
dict1[key] = value
|
||||||
|
return dict1
|
||||||
|
|
||||||
|
|
||||||
|
def get_new_key(dictionary, original_key):
|
||||||
|
counter = 1
|
||||||
|
new_key = original_key + " (" + str(counter) + ")"
|
||||||
|
while new_key in dictionary:
|
||||||
|
counter += 1
|
||||||
|
new_key = original_key + " (" + str(counter) + ")"
|
||||||
|
return new_key
|
||||||
|
|
|
||||||
|
|
@ -2,7 +2,6 @@ from langflow.api.v1.endpoints import router as endpoints_router
|
||||||
from langflow.api.v1.validate import router as validate_router
|
from langflow.api.v1.validate import router as validate_router
|
||||||
from langflow.api.v1.chat import router as chat_router
|
from langflow.api.v1.chat import router as chat_router
|
||||||
from langflow.api.v1.flows import router as flows_router
|
from langflow.api.v1.flows import router as flows_router
|
||||||
from langflow.api.v1.flow_styles import router as flow_styles_router
|
|
||||||
from langflow.api.v1.components import router as component_router
|
from langflow.api.v1.components import router as component_router
|
||||||
|
|
||||||
__all__ = [
|
__all__ = [
|
||||||
|
|
@ -11,5 +10,4 @@ __all__ = [
|
||||||
"component_router",
|
"component_router",
|
||||||
"validate_router",
|
"validate_router",
|
||||||
"flows_router",
|
"flows_router",
|
||||||
"flow_styles_router",
|
|
||||||
]
|
]
|
||||||
|
|
|
||||||
|
|
@ -3,13 +3,13 @@ from fastapi.responses import StreamingResponse
|
||||||
from langflow.api.utils import build_input_keys_response
|
from langflow.api.utils import build_input_keys_response
|
||||||
from langflow.api.v1.schemas import BuildStatus, BuiltResponse, InitResponse, StreamData
|
from langflow.api.v1.schemas import BuildStatus, BuiltResponse, InitResponse, StreamData
|
||||||
|
|
||||||
from langflow.chat.manager import ChatManager
|
from langflow.services import service_manager, ServiceType
|
||||||
from langflow.graph.graph.base import Graph
|
from langflow.graph.graph.base import Graph
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from cachetools import LRUCache
|
from cachetools import LRUCache
|
||||||
|
|
||||||
router = APIRouter(tags=["Chat"])
|
router = APIRouter(tags=["Chat"])
|
||||||
chat_manager = ChatManager()
|
|
||||||
flow_data_store: LRUCache = LRUCache(maxsize=10)
|
flow_data_store: LRUCache = LRUCache(maxsize=10)
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -17,6 +17,7 @@ flow_data_store: LRUCache = LRUCache(maxsize=10)
|
||||||
async def chat(client_id: str, websocket: WebSocket):
|
async def chat(client_id: str, websocket: WebSocket):
|
||||||
"""Websocket endpoint for chat."""
|
"""Websocket endpoint for chat."""
|
||||||
try:
|
try:
|
||||||
|
chat_manager = service_manager.get(ServiceType.CHAT_MANAGER)
|
||||||
if client_id in chat_manager.in_memory_cache:
|
if client_id in chat_manager.in_memory_cache:
|
||||||
await chat_manager.handle_websocket(client_id, websocket)
|
await chat_manager.handle_websocket(client_id, websocket)
|
||||||
else:
|
else:
|
||||||
|
|
@ -45,6 +46,7 @@ async def init_build(graph_data: dict, flow_id: str):
|
||||||
return InitResponse(flowId=flow_id)
|
return InitResponse(flowId=flow_id)
|
||||||
|
|
||||||
# Delete from cache if already exists
|
# Delete from cache if already exists
|
||||||
|
chat_manager = service_manager.get(ServiceType.CHAT_MANAGER)
|
||||||
if flow_id in chat_manager.in_memory_cache:
|
if flow_id in chat_manager.in_memory_cache:
|
||||||
with chat_manager.in_memory_cache._lock:
|
with chat_manager.in_memory_cache._lock:
|
||||||
chat_manager.in_memory_cache.delete(flow_id)
|
chat_manager.in_memory_cache.delete(flow_id)
|
||||||
|
|
@ -155,12 +157,12 @@ async def stream_build(flow_id: str):
|
||||||
)
|
)
|
||||||
else:
|
else:
|
||||||
input_keys_response = {
|
input_keys_response = {
|
||||||
"input_keys": {},
|
"input_keys": None,
|
||||||
"memory_keys": [],
|
"memory_keys": [],
|
||||||
"handle_keys": [],
|
"handle_keys": [],
|
||||||
}
|
}
|
||||||
yield str(StreamData(event="message", data=input_keys_response))
|
yield str(StreamData(event="message", data=input_keys_response))
|
||||||
|
chat_manager = service_manager.get(ServiceType.CHAT_MANAGER)
|
||||||
chat_manager.set_cache(flow_id, langchain_object)
|
chat_manager.set_cache(flow_id, langchain_object)
|
||||||
# We need to reset the chat history
|
# We need to reset the chat history
|
||||||
chat_manager.chat_history.empty_history(flow_id)
|
chat_manager.chat_history.empty_history(flow_id)
|
||||||
|
|
|
||||||
|
|
@ -1,8 +1,8 @@
|
||||||
from datetime import timezone
|
from datetime import timezone
|
||||||
from typing import List
|
from typing import List
|
||||||
from uuid import UUID
|
from uuid import UUID
|
||||||
from langflow.database.models.component import Component, ComponentModel
|
from langflow.services.database.models.component import Component, ComponentModel
|
||||||
from langflow.database.base import get_session
|
from langflow.services.utils import get_session
|
||||||
from sqlmodel import Session, select
|
from sqlmodel import Session, select
|
||||||
from fastapi import APIRouter, Depends, HTTPException
|
from fastapi import APIRouter, Depends, HTTPException
|
||||||
from sqlalchemy.exc import IntegrityError
|
from sqlalchemy.exc import IntegrityError
|
||||||
|
|
|
||||||
|
|
@ -1,12 +1,11 @@
|
||||||
from http import HTTPStatus
|
from http import HTTPStatus
|
||||||
from typing import Annotated, Optional
|
from typing import Annotated, Optional
|
||||||
|
|
||||||
from langflow.cache.utils import save_uploaded_file
|
from langflow.services.cache.utils import save_uploaded_file
|
||||||
from langflow.database.models.flow import Flow
|
from langflow.services.database.models.flow import Flow
|
||||||
from langflow.processing.process import process_graph_cached, process_tweaks
|
from langflow.processing.process import process_graph_cached, process_tweaks
|
||||||
|
from langflow.services.utils import get_settings_manager
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.settings import settings
|
|
||||||
|
|
||||||
from fastapi import APIRouter, Depends, HTTPException, UploadFile, Body
|
from fastapi import APIRouter, Depends, HTTPException, UploadFile, Body
|
||||||
|
|
||||||
from langflow.interface.custom.custom_component import CustomComponent
|
from langflow.interface.custom.custom_component import CustomComponent
|
||||||
|
|
@ -18,7 +17,7 @@ from langflow.api.v1.schemas import (
|
||||||
CustomComponentCode,
|
CustomComponentCode,
|
||||||
)
|
)
|
||||||
|
|
||||||
from langflow.api.utils import merge_nested_dicts
|
from langflow.api.utils import merge_nested_dicts_with_renaming
|
||||||
|
|
||||||
from langflow.interface.types import (
|
from langflow.interface.types import (
|
||||||
build_langchain_types_dict,
|
build_langchain_types_dict,
|
||||||
|
|
@ -26,7 +25,7 @@ from langflow.interface.types import (
|
||||||
build_langchain_custom_component_list_from_path,
|
build_langchain_custom_component_list_from_path,
|
||||||
)
|
)
|
||||||
|
|
||||||
from langflow.database.base import get_session
|
from langflow.services.utils import get_session
|
||||||
from sqlmodel import Session
|
from sqlmodel import Session
|
||||||
|
|
||||||
# build router
|
# build router
|
||||||
|
|
@ -40,20 +39,32 @@ def get_all():
|
||||||
# custom_components is a list of dicts
|
# custom_components is a list of dicts
|
||||||
# need to merge all the keys into one dict
|
# need to merge all the keys into one dict
|
||||||
custom_components_from_file = {}
|
custom_components_from_file = {}
|
||||||
if settings.COMPONENTS_PATH:
|
settings_manager = get_settings_manager()
|
||||||
logger.info(f"Building custom components from {settings.COMPONENTS_PATH}")
|
if settings_manager.settings.COMPONENTS_PATH:
|
||||||
|
logger.info(
|
||||||
|
f"Building custom components from {settings_manager.settings.COMPONENTS_PATH}"
|
||||||
|
)
|
||||||
custom_component_dicts = [
|
custom_component_dicts = [
|
||||||
build_langchain_custom_component_list_from_path(str(path))
|
build_langchain_custom_component_list_from_path(str(path))
|
||||||
for path in settings.COMPONENTS_PATH
|
for path in settings_manager.settings.COMPONENTS_PATH
|
||||||
]
|
]
|
||||||
logger.info(f"Loading {len(custom_component_dicts)} custom components")
|
logger.info(f"Loading {len(custom_component_dicts)} category(ies)")
|
||||||
|
|
||||||
for custom_component_dict in custom_component_dicts:
|
for custom_component_dict in custom_component_dicts:
|
||||||
custom_components_from_file = merge_nested_dicts(
|
# custom_component_dict is a dict of dicts
|
||||||
|
if not custom_component_dict:
|
||||||
|
continue
|
||||||
|
category = list(custom_component_dict.keys())[0]
|
||||||
|
logger.info(
|
||||||
|
f"Loading {len(custom_component_dict[category])} component(s) from category {category}"
|
||||||
|
)
|
||||||
|
logger.debug(custom_component_dict)
|
||||||
|
custom_components_from_file = merge_nested_dicts_with_renaming(
|
||||||
custom_components_from_file, custom_component_dict
|
custom_components_from_file, custom_component_dict
|
||||||
)
|
)
|
||||||
logger.info(f"Loaded {custom_component_dict}")
|
|
||||||
return merge_nested_dicts(native_components, custom_components_from_file)
|
return merge_nested_dicts_with_renaming(
|
||||||
|
native_components, custom_components_from_file
|
||||||
|
)
|
||||||
|
|
||||||
|
|
||||||
# For backwards compatibility we will keep the old endpoint
|
# For backwards compatibility we will keep the old endpoint
|
||||||
|
|
|
||||||
|
|
@ -1,83 +0,0 @@
|
||||||
from uuid import UUID
|
|
||||||
from langflow.database.models.flow_style import (
|
|
||||||
FlowStyle,
|
|
||||||
FlowStyleCreate,
|
|
||||||
FlowStyleRead,
|
|
||||||
FlowStyleUpdate,
|
|
||||||
)
|
|
||||||
from langflow.database.base import get_session
|
|
||||||
from sqlmodel import Session, select
|
|
||||||
from fastapi import APIRouter, Depends, HTTPException
|
|
||||||
|
|
||||||
|
|
||||||
# build router
|
|
||||||
router = APIRouter(prefix="/flow_styles", tags=["FlowStyles"])
|
|
||||||
|
|
||||||
# FlowStyleCreate:
|
|
||||||
# class FlowStyleBase(SQLModel):
|
|
||||||
# color: str = Field(index=True)
|
|
||||||
# emoji: str = Field(index=False)
|
|
||||||
# flow_id: UUID = Field(default=None, foreign_key="flow.id")
|
|
||||||
|
|
||||||
|
|
||||||
@router.post("/", response_model=FlowStyleRead)
|
|
||||||
def create_flow_style(
|
|
||||||
*, session: Session = Depends(get_session), flow_style: FlowStyleCreate
|
|
||||||
):
|
|
||||||
"""Create a new flow_style."""
|
|
||||||
db_flow_style = FlowStyle.from_orm(flow_style)
|
|
||||||
session.add(db_flow_style)
|
|
||||||
session.commit()
|
|
||||||
session.refresh(db_flow_style)
|
|
||||||
return db_flow_style
|
|
||||||
|
|
||||||
|
|
||||||
@router.get("/", response_model=list[FlowStyleRead])
|
|
||||||
def read_flow_styles(*, session: Session = Depends(get_session)):
|
|
||||||
"""Read all flows."""
|
|
||||||
try:
|
|
||||||
flows = session.exec(select(FlowStyle)).all()
|
|
||||||
except Exception as e:
|
|
||||||
raise HTTPException(status_code=500, detail=str(e)) from e
|
|
||||||
return flows
|
|
||||||
|
|
||||||
|
|
||||||
@router.get("/{flow_styles_id}", response_model=FlowStyleRead)
|
|
||||||
def read_flow_style(*, session: Session = Depends(get_session), flow_styles_id: UUID):
|
|
||||||
"""Read a flow_style."""
|
|
||||||
if flow_style := session.get(FlowStyle, flow_styles_id):
|
|
||||||
return flow_style
|
|
||||||
else:
|
|
||||||
raise HTTPException(status_code=404, detail="FlowStyle not found")
|
|
||||||
|
|
||||||
|
|
||||||
@router.patch("/{flow_style_id}", response_model=FlowStyleRead)
|
|
||||||
def update_flow_style(
|
|
||||||
*,
|
|
||||||
session: Session = Depends(get_session),
|
|
||||||
flow_style_id: UUID,
|
|
||||||
flow_style: FlowStyleUpdate,
|
|
||||||
):
|
|
||||||
"""Update a flow_style."""
|
|
||||||
db_flow_style = session.get(FlowStyle, flow_style_id)
|
|
||||||
if not db_flow_style:
|
|
||||||
raise HTTPException(status_code=404, detail="FlowStyle not found")
|
|
||||||
flow_data = flow_style.dict(exclude_unset=True)
|
|
||||||
for key, value in flow_data.items():
|
|
||||||
if hasattr(db_flow_style, key) and value is not None:
|
|
||||||
setattr(db_flow_style, key, value)
|
|
||||||
session.add(db_flow_style)
|
|
||||||
session.commit()
|
|
||||||
session.refresh(db_flow_style)
|
|
||||||
return db_flow_style
|
|
||||||
|
|
||||||
|
|
||||||
@router.delete("/{flow_id}")
|
|
||||||
def delete_flow_style(*, session: Session = Depends(get_session), flow_id: UUID):
|
|
||||||
"""Delete a flow_style."""
|
|
||||||
flow_style = session.get(FlowStyle, flow_id)
|
|
||||||
if not flow_style:
|
|
||||||
raise HTTPException(status_code=404, detail="FlowStyle not found")
|
|
||||||
session.delete(flow_style)
|
|
||||||
session.commit()
|
|
||||||
return {"message": "FlowStyle deleted successfully"}
|
|
||||||
|
|
@ -1,16 +1,15 @@
|
||||||
from typing import List
|
from typing import List
|
||||||
from uuid import UUID
|
from uuid import UUID
|
||||||
from langflow.settings import settings
|
|
||||||
from langflow.api.utils import remove_api_keys
|
from langflow.api.utils import remove_api_keys
|
||||||
from langflow.api.v1.schemas import FlowListCreate, FlowListRead
|
from langflow.api.v1.schemas import FlowListCreate, FlowListRead
|
||||||
from langflow.database.models.flow import (
|
from langflow.services.database.models.flow import (
|
||||||
Flow,
|
Flow,
|
||||||
FlowCreate,
|
FlowCreate,
|
||||||
FlowRead,
|
FlowRead,
|
||||||
FlowReadWithStyle,
|
|
||||||
FlowUpdate,
|
FlowUpdate,
|
||||||
)
|
)
|
||||||
from langflow.database.base import get_session
|
from langflow.services.utils import get_session
|
||||||
|
from langflow.services.utils import get_settings_manager
|
||||||
from sqlmodel import Session, select
|
from sqlmodel import Session, select
|
||||||
from fastapi import APIRouter, Depends, HTTPException
|
from fastapi import APIRouter, Depends, HTTPException
|
||||||
from fastapi.encoders import jsonable_encoder
|
from fastapi.encoders import jsonable_encoder
|
||||||
|
|
@ -32,7 +31,7 @@ def create_flow(*, session: Session = Depends(get_session), flow: FlowCreate):
|
||||||
return db_flow
|
return db_flow
|
||||||
|
|
||||||
|
|
||||||
@router.get("/", response_model=list[FlowReadWithStyle], status_code=200)
|
@router.get("/", response_model=list[FlowRead], status_code=200)
|
||||||
def read_flows(*, session: Session = Depends(get_session)):
|
def read_flows(*, session: Session = Depends(get_session)):
|
||||||
"""Read all flows."""
|
"""Read all flows."""
|
||||||
try:
|
try:
|
||||||
|
|
@ -42,7 +41,7 @@ def read_flows(*, session: Session = Depends(get_session)):
|
||||||
return [jsonable_encoder(flow) for flow in flows]
|
return [jsonable_encoder(flow) for flow in flows]
|
||||||
|
|
||||||
|
|
||||||
@router.get("/{flow_id}", response_model=FlowReadWithStyle, status_code=200)
|
@router.get("/{flow_id}", response_model=FlowRead, status_code=200)
|
||||||
def read_flow(*, session: Session = Depends(get_session), flow_id: UUID):
|
def read_flow(*, session: Session = Depends(get_session), flow_id: UUID):
|
||||||
"""Read a flow."""
|
"""Read a flow."""
|
||||||
if flow := session.get(Flow, flow_id):
|
if flow := session.get(Flow, flow_id):
|
||||||
|
|
@ -61,7 +60,8 @@ def update_flow(
|
||||||
if not db_flow:
|
if not db_flow:
|
||||||
raise HTTPException(status_code=404, detail="Flow not found")
|
raise HTTPException(status_code=404, detail="Flow not found")
|
||||||
flow_data = flow.dict(exclude_unset=True)
|
flow_data = flow.dict(exclude_unset=True)
|
||||||
if settings.REMOVE_API_KEYS:
|
settings_manager = get_settings_manager()
|
||||||
|
if settings_manager.settings.REMOVE_API_KEYS:
|
||||||
flow_data = remove_api_keys(flow_data)
|
flow_data = remove_api_keys(flow_data)
|
||||||
for key, value in flow_data.items():
|
for key, value in flow_data.items():
|
||||||
setattr(db_flow, key, value)
|
setattr(db_flow, key, value)
|
||||||
|
|
|
||||||
|
|
@ -1,7 +1,7 @@
|
||||||
from enum import Enum
|
from enum import Enum
|
||||||
from pathlib import Path
|
from pathlib import Path
|
||||||
from typing import Any, Dict, List, Optional, Union
|
from typing import Any, Dict, List, Optional, Union
|
||||||
from langflow.database.models.flow import FlowCreate, FlowRead
|
from langflow.services.database.models.flow import FlowCreate, FlowRead
|
||||||
from pydantic import BaseModel, Field, validator
|
from pydantic import BaseModel, Field, validator
|
||||||
import json
|
import json
|
||||||
|
|
||||||
|
|
|
||||||
7
src/backend/langflow/cache/__init__.py
vendored
7
src/backend/langflow/cache/__init__.py
vendored
|
|
@ -1,7 +0,0 @@
|
||||||
from langflow.cache.manager import cache_manager
|
|
||||||
from langflow.cache.flow import InMemoryCache
|
|
||||||
|
|
||||||
__all__ = [
|
|
||||||
"cache_manager",
|
|
||||||
"InMemoryCache",
|
|
||||||
]
|
|
||||||
|
|
@ -1,78 +0,0 @@
|
||||||
from contextlib import contextmanager
|
|
||||||
import os
|
|
||||||
|
|
||||||
from sqlmodel import SQLModel, Session, create_engine
|
|
||||||
from langflow.utils.logger import logger
|
|
||||||
|
|
||||||
|
|
||||||
class Engine:
|
|
||||||
_instance = None
|
|
||||||
|
|
||||||
@classmethod
|
|
||||||
def get(cls):
|
|
||||||
logger.debug("Getting database engine")
|
|
||||||
if cls._instance is None:
|
|
||||||
cls.create()
|
|
||||||
return cls._instance
|
|
||||||
|
|
||||||
@classmethod
|
|
||||||
def create(cls):
|
|
||||||
logger.debug("Creating database engine")
|
|
||||||
from langflow.settings import settings
|
|
||||||
|
|
||||||
if langflow_database_url := os.getenv("LANGFLOW_DATABASE_URL"):
|
|
||||||
settings.DATABASE_URL = langflow_database_url
|
|
||||||
logger.debug("Using LANGFLOW_DATABASE_URL")
|
|
||||||
|
|
||||||
if settings.DATABASE_URL and settings.DATABASE_URL.startswith("sqlite"):
|
|
||||||
connect_args = {"check_same_thread": False}
|
|
||||||
else:
|
|
||||||
connect_args = {}
|
|
||||||
if not settings.DATABASE_URL:
|
|
||||||
raise RuntimeError("No database_url provided")
|
|
||||||
cls._instance = create_engine(settings.DATABASE_URL, connect_args=connect_args)
|
|
||||||
|
|
||||||
@classmethod
|
|
||||||
def update(cls):
|
|
||||||
logger.debug("Updating database engine")
|
|
||||||
cls._instance = None
|
|
||||||
cls.create()
|
|
||||||
|
|
||||||
|
|
||||||
def create_db_and_tables():
|
|
||||||
logger.debug("Creating database and tables")
|
|
||||||
try:
|
|
||||||
SQLModel.metadata.create_all(Engine.get())
|
|
||||||
except Exception as exc:
|
|
||||||
logger.error(f"Error creating database and tables: {exc}")
|
|
||||||
raise RuntimeError("Error creating database and tables") from exc
|
|
||||||
# Now check if the table Flow exists, if not, something went wrong
|
|
||||||
# and we need to create the tables again.
|
|
||||||
from sqlalchemy import inspect
|
|
||||||
|
|
||||||
inspector = inspect(Engine.get())
|
|
||||||
if "flow" not in inspector.get_table_names():
|
|
||||||
logger.error("Something went wrong creating the database and tables.")
|
|
||||||
logger.error("Please check your database settings.")
|
|
||||||
|
|
||||||
raise RuntimeError("Something went wrong creating the database and tables.")
|
|
||||||
else:
|
|
||||||
logger.debug("Database and tables created successfully")
|
|
||||||
|
|
||||||
|
|
||||||
@contextmanager
|
|
||||||
def session_getter():
|
|
||||||
try:
|
|
||||||
session = Session(Engine.get())
|
|
||||||
yield session
|
|
||||||
except Exception as e:
|
|
||||||
print("Session rollback because of exception:", e)
|
|
||||||
session.rollback()
|
|
||||||
raise
|
|
||||||
finally:
|
|
||||||
session.close()
|
|
||||||
|
|
||||||
|
|
||||||
def get_session():
|
|
||||||
with session_getter() as session:
|
|
||||||
yield session
|
|
||||||
|
|
@ -1,33 +0,0 @@
|
||||||
# Path: src/backend/langflow/database/models/flowstyle.py
|
|
||||||
|
|
||||||
from langflow.database.models.base import SQLModelSerializable
|
|
||||||
from sqlmodel import Field, Relationship
|
|
||||||
from uuid import UUID, uuid4
|
|
||||||
from typing import TYPE_CHECKING, Optional
|
|
||||||
|
|
||||||
if TYPE_CHECKING:
|
|
||||||
from langflow.database.models.flow import Flow
|
|
||||||
|
|
||||||
|
|
||||||
class FlowStyleBase(SQLModelSerializable):
|
|
||||||
color: str
|
|
||||||
emoji: str
|
|
||||||
flow_id: UUID = Field(default=None, foreign_key="flow.id")
|
|
||||||
|
|
||||||
|
|
||||||
class FlowStyle(FlowStyleBase, table=True):
|
|
||||||
id: UUID = Field(default_factory=uuid4, primary_key=True, unique=True)
|
|
||||||
flow: "Flow" = Relationship(back_populates="style")
|
|
||||||
|
|
||||||
|
|
||||||
class FlowStyleUpdate(SQLModelSerializable):
|
|
||||||
color: Optional[str] = None
|
|
||||||
emoji: Optional[str] = None
|
|
||||||
|
|
||||||
|
|
||||||
class FlowStyleCreate(FlowStyleBase):
|
|
||||||
pass
|
|
||||||
|
|
||||||
|
|
||||||
class FlowStyleRead(FlowStyleBase):
|
|
||||||
id: UUID
|
|
||||||
|
|
@ -1,7 +1,7 @@
|
||||||
from typing import Dict, Generator, List, Type, Union
|
from typing import Dict, Generator, List, Type, Union
|
||||||
|
|
||||||
from langflow.graph.edge.base import Edge
|
from langflow.graph.edge.base import Edge
|
||||||
from langflow.graph.graph.constants import VERTEX_TYPE_MAP
|
from langflow.graph.graph.constants import lazy_load_vertex_dict
|
||||||
from langflow.graph.vertex.base import Vertex
|
from langflow.graph.vertex.base import Vertex
|
||||||
from langflow.graph.vertex.types import (
|
from langflow.graph.vertex.types import (
|
||||||
FileToolVertex,
|
FileToolVertex,
|
||||||
|
|
@ -187,10 +187,12 @@ class Graph:
|
||||||
"""Returns the node class based on the node type."""
|
"""Returns the node class based on the node type."""
|
||||||
if node_type in FILE_TOOLS:
|
if node_type in FILE_TOOLS:
|
||||||
return FileToolVertex
|
return FileToolVertex
|
||||||
if node_type in VERTEX_TYPE_MAP:
|
if node_type in lazy_load_vertex_dict.VERTEX_TYPE_MAP:
|
||||||
return VERTEX_TYPE_MAP[node_type]
|
return lazy_load_vertex_dict.VERTEX_TYPE_MAP[node_type]
|
||||||
return (
|
return (
|
||||||
VERTEX_TYPE_MAP[node_lc_type] if node_lc_type in VERTEX_TYPE_MAP else Vertex
|
lazy_load_vertex_dict.VERTEX_TYPE_MAP[node_lc_type]
|
||||||
|
if node_lc_type in lazy_load_vertex_dict.VERTEX_TYPE_MAP
|
||||||
|
else Vertex
|
||||||
)
|
)
|
||||||
|
|
||||||
def _build_vertices(self) -> List[Vertex]:
|
def _build_vertices(self) -> List[Vertex]:
|
||||||
|
|
|
||||||
|
|
@ -1,4 +1,3 @@
|
||||||
from langflow.graph.vertex.base import Vertex
|
|
||||||
from langflow.graph.vertex import types
|
from langflow.graph.vertex import types
|
||||||
from langflow.interface.agents.base import agent_creator
|
from langflow.interface.agents.base import agent_creator
|
||||||
from langflow.interface.chains.base import chain_creator
|
from langflow.interface.chains.base import chain_creator
|
||||||
|
|
@ -15,23 +14,45 @@ from langflow.interface.wrappers.base import wrapper_creator
|
||||||
from langflow.interface.output_parsers.base import output_parser_creator
|
from langflow.interface.output_parsers.base import output_parser_creator
|
||||||
from langflow.interface.retrievers.base import retriever_creator
|
from langflow.interface.retrievers.base import retriever_creator
|
||||||
from langflow.interface.custom.base import custom_component_creator
|
from langflow.interface.custom.base import custom_component_creator
|
||||||
from typing import Dict, Type
|
from langflow.utils.lazy_load import LazyLoadDictBase
|
||||||
|
|
||||||
|
|
||||||
VERTEX_TYPE_MAP: Dict[str, Type[Vertex]] = {
|
class VertexTypesDict(LazyLoadDictBase):
|
||||||
**{t: types.PromptVertex for t in prompt_creator.to_list()},
|
def __init__(self):
|
||||||
**{t: types.AgentVertex for t in agent_creator.to_list()},
|
self._all_types_dict = None
|
||||||
**{t: types.ChainVertex for t in chain_creator.to_list()},
|
|
||||||
**{t: types.ToolVertex for t in tool_creator.to_list()},
|
@property
|
||||||
**{t: types.ToolkitVertex for t in toolkits_creator.to_list()},
|
def VERTEX_TYPE_MAP(self):
|
||||||
**{t: types.WrapperVertex for t in wrapper_creator.to_list()},
|
return self.all_types_dict
|
||||||
**{t: types.LLMVertex for t in llm_creator.to_list()},
|
|
||||||
**{t: types.MemoryVertex for t in memory_creator.to_list()},
|
def _build_dict(self):
|
||||||
**{t: types.EmbeddingVertex for t in embedding_creator.to_list()},
|
langchain_types_dict = self.get_type_dict()
|
||||||
**{t: types.VectorStoreVertex for t in vectorstore_creator.to_list()},
|
return {
|
||||||
**{t: types.DocumentLoaderVertex for t in documentloader_creator.to_list()},
|
**langchain_types_dict,
|
||||||
**{t: types.TextSplitterVertex for t in textsplitter_creator.to_list()},
|
"Custom": ["Custom Tool", "Python Function"],
|
||||||
**{t: types.OutputParserVertex for t in output_parser_creator.to_list()},
|
}
|
||||||
**{t: types.CustomComponentVertex for t in custom_component_creator.to_list()},
|
|
||||||
**{t: types.RetrieverVertex for t in retriever_creator.to_list()},
|
def get_type_dict(self):
|
||||||
}
|
return {
|
||||||
|
**{t: types.PromptVertex for t in prompt_creator.to_list()},
|
||||||
|
**{t: types.AgentVertex for t in agent_creator.to_list()},
|
||||||
|
**{t: types.ChainVertex for t in chain_creator.to_list()},
|
||||||
|
**{t: types.ToolVertex for t in tool_creator.to_list()},
|
||||||
|
**{t: types.ToolkitVertex for t in toolkits_creator.to_list()},
|
||||||
|
**{t: types.WrapperVertex for t in wrapper_creator.to_list()},
|
||||||
|
**{t: types.LLMVertex for t in llm_creator.to_list()},
|
||||||
|
**{t: types.MemoryVertex for t in memory_creator.to_list()},
|
||||||
|
**{t: types.EmbeddingVertex for t in embedding_creator.to_list()},
|
||||||
|
**{t: types.VectorStoreVertex for t in vectorstore_creator.to_list()},
|
||||||
|
**{t: types.DocumentLoaderVertex for t in documentloader_creator.to_list()},
|
||||||
|
**{t: types.TextSplitterVertex for t in textsplitter_creator.to_list()},
|
||||||
|
**{t: types.OutputParserVertex for t in output_parser_creator.to_list()},
|
||||||
|
**{
|
||||||
|
t: types.CustomComponentVertex
|
||||||
|
for t in custom_component_creator.to_list()
|
||||||
|
},
|
||||||
|
**{t: types.RetrieverVertex for t in retriever_creator.to_list()},
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
lazy_load_vertex_dict = VertexTypesDict()
|
||||||
|
|
|
||||||
|
|
@ -1,6 +1,6 @@
|
||||||
import ast
|
import ast
|
||||||
from langflow.interface.initialize import loading
|
from langflow.interface.initialize import loading
|
||||||
from langflow.interface.listing import ALL_TYPES_DICT
|
from langflow.interface.listing import lazy_load_dict
|
||||||
from langflow.utils.constants import DIRECT_TYPES
|
from langflow.utils.constants import DIRECT_TYPES
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.utils.util import sync_to_async
|
from langflow.utils.util import sync_to_async
|
||||||
|
|
@ -62,7 +62,7 @@ class Vertex:
|
||||||
)
|
)
|
||||||
|
|
||||||
if self.base_type is None:
|
if self.base_type is None:
|
||||||
for base_type, value in ALL_TYPES_DICT.items():
|
for base_type, value in lazy_load_dict.ALL_TYPES_DICT.items():
|
||||||
if self.vertex_type in value:
|
if self.vertex_type in value:
|
||||||
self.base_type = base_type
|
self.base_type = base_type
|
||||||
break
|
break
|
||||||
|
|
|
||||||
|
|
@ -5,7 +5,8 @@ from langchain.agents import types
|
||||||
from langflow.custom.customs import get_custom_nodes
|
from langflow.custom.customs import get_custom_nodes
|
||||||
from langflow.interface.agents.custom import CUSTOM_AGENTS
|
from langflow.interface.agents.custom import CUSTOM_AGENTS
|
||||||
from langflow.interface.base import LangChainTypeCreator
|
from langflow.interface.base import LangChainTypeCreator
|
||||||
from langflow.settings import settings
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
from langflow.template.frontend_node.agents import AgentFrontendNode
|
from langflow.template.frontend_node.agents import AgentFrontendNode
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.utils.util import build_template_from_class, build_template_from_method
|
from langflow.utils.util import build_template_from_class, build_template_from_method
|
||||||
|
|
@ -53,13 +54,17 @@ class AgentCreator(LangChainTypeCreator):
|
||||||
# Now this is a generator
|
# Now this is a generator
|
||||||
def to_list(self) -> List[str]:
|
def to_list(self) -> List[str]:
|
||||||
names = []
|
names = []
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
for _, agent in self.type_to_loader_dict.items():
|
for _, agent in self.type_to_loader_dict.items():
|
||||||
agent_name = (
|
agent_name = (
|
||||||
agent.function_name()
|
agent.function_name()
|
||||||
if hasattr(agent, "function_name")
|
if hasattr(agent, "function_name")
|
||||||
else agent.__name__
|
else agent.__name__
|
||||||
)
|
)
|
||||||
if agent_name in settings.AGENTS or settings.DEV:
|
if (
|
||||||
|
agent_name in settings_manager.settings.AGENTS
|
||||||
|
or settings_manager.settings.DEV
|
||||||
|
):
|
||||||
names.append(agent_name)
|
names.append(agent_name)
|
||||||
return names
|
return names
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -2,13 +2,14 @@ from abc import ABC, abstractmethod
|
||||||
from typing import Any, Dict, List, Optional, Type, Union
|
from typing import Any, Dict, List, Optional, Type, Union
|
||||||
from langchain.chains.base import Chain
|
from langchain.chains.base import Chain
|
||||||
from langchain.agents import AgentExecutor
|
from langchain.agents import AgentExecutor
|
||||||
|
from langflow.services.utils import get_settings_manager
|
||||||
from pydantic import BaseModel
|
from pydantic import BaseModel
|
||||||
|
|
||||||
from langflow.template.field.base import TemplateField
|
from langflow.template.field.base import TemplateField
|
||||||
from langflow.template.frontend_node.base import FrontendNode
|
from langflow.template.frontend_node.base import FrontendNode
|
||||||
from langflow.template.template.base import Template
|
from langflow.template.template.base import Template
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.settings import settings
|
|
||||||
|
|
||||||
# Assuming necessary imports for Field, Template, and FrontendNode classes
|
# Assuming necessary imports for Field, Template, and FrontendNode classes
|
||||||
|
|
||||||
|
|
@ -26,9 +27,12 @@ class LangChainTypeCreator(BaseModel, ABC):
|
||||||
@property
|
@property
|
||||||
def docs_map(self) -> Dict[str, str]:
|
def docs_map(self) -> Dict[str, str]:
|
||||||
"""A dict with the name of the component as key and the documentation link as value."""
|
"""A dict with the name of the component as key and the documentation link as value."""
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
if self.name_docs_dict is None:
|
if self.name_docs_dict is None:
|
||||||
try:
|
try:
|
||||||
type_settings = getattr(settings, self.type_name.upper())
|
type_settings = getattr(
|
||||||
|
settings_manager.settings, self.type_name.upper()
|
||||||
|
)
|
||||||
self.name_docs_dict = {
|
self.name_docs_dict = {
|
||||||
name: value_dict["documentation"]
|
name: value_dict["documentation"]
|
||||||
for name, value_dict in type_settings.items()
|
for name, value_dict in type_settings.items()
|
||||||
|
|
|
||||||
|
|
@ -3,7 +3,8 @@ from typing import Any, Dict, List, Optional, Type
|
||||||
from langflow.custom.customs import get_custom_nodes
|
from langflow.custom.customs import get_custom_nodes
|
||||||
from langflow.interface.base import LangChainTypeCreator
|
from langflow.interface.base import LangChainTypeCreator
|
||||||
from langflow.interface.importing.utils import import_class
|
from langflow.interface.importing.utils import import_class
|
||||||
from langflow.settings import settings
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
from langflow.template.frontend_node.chains import ChainFrontendNode
|
from langflow.template.frontend_node.chains import ChainFrontendNode
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.utils.util import build_template_from_class, build_template_from_method
|
from langflow.utils.util import build_template_from_class, build_template_from_method
|
||||||
|
|
@ -30,6 +31,7 @@ class ChainCreator(LangChainTypeCreator):
|
||||||
@property
|
@property
|
||||||
def type_to_loader_dict(self) -> Dict:
|
def type_to_loader_dict(self) -> Dict:
|
||||||
if self.type_dict is None:
|
if self.type_dict is None:
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
self.type_dict: dict[str, Any] = {
|
self.type_dict: dict[str, Any] = {
|
||||||
chain_name: import_class(f"langchain.chains.{chain_name}")
|
chain_name: import_class(f"langchain.chains.{chain_name}")
|
||||||
for chain_name in chains.__all__
|
for chain_name in chains.__all__
|
||||||
|
|
@ -43,7 +45,8 @@ class ChainCreator(LangChainTypeCreator):
|
||||||
self.type_dict = {
|
self.type_dict = {
|
||||||
name: chain
|
name: chain
|
||||||
for name, chain in self.type_dict.items()
|
for name, chain in self.type_dict.items()
|
||||||
if name in settings.CHAINS or settings.DEV
|
if name in settings_manager.settings.CHAINS
|
||||||
|
or settings_manager.settings.DEV
|
||||||
}
|
}
|
||||||
return self.type_dict
|
return self.type_dict
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -3,11 +3,12 @@ from fastapi import HTTPException
|
||||||
from langflow.interface.custom.constants import CUSTOM_COMPONENT_SUPPORTED_TYPES
|
from langflow.interface.custom.constants import CUSTOM_COMPONENT_SUPPORTED_TYPES
|
||||||
from langflow.interface.custom.component import Component
|
from langflow.interface.custom.component import Component
|
||||||
from langflow.interface.custom.directory_reader import DirectoryReader
|
from langflow.interface.custom.directory_reader import DirectoryReader
|
||||||
|
from langflow.services.utils import get_db_manager
|
||||||
|
|
||||||
from langflow.utils import validate
|
from langflow.utils import validate
|
||||||
|
|
||||||
from langflow.database.base import session_getter
|
from langflow.services.database.utils import session_getter
|
||||||
from langflow.database.models.flow import Flow
|
from langflow.services.database.models.flow import Flow
|
||||||
from pydantic import Extra
|
from pydantic import Extra
|
||||||
import yaml
|
import yaml
|
||||||
|
|
||||||
|
|
@ -159,7 +160,8 @@ class CustomComponent(Component, extra=Extra.allow):
|
||||||
from langflow.processing.process import build_sorted_vertices_with_caching
|
from langflow.processing.process import build_sorted_vertices_with_caching
|
||||||
from langflow.processing.process import process_tweaks
|
from langflow.processing.process import process_tweaks
|
||||||
|
|
||||||
with session_getter() as session:
|
db_manager = get_db_manager()
|
||||||
|
with session_getter(db_manager) as session:
|
||||||
graph_data = flow.data if (flow := session.get(Flow, flow_id)) else None
|
graph_data = flow.data if (flow := session.get(Flow, flow_id)) else None
|
||||||
if not graph_data:
|
if not graph_data:
|
||||||
raise ValueError(f"Flow {flow_id} not found")
|
raise ValueError(f"Flow {flow_id} not found")
|
||||||
|
|
@ -169,7 +171,8 @@ class CustomComponent(Component, extra=Extra.allow):
|
||||||
|
|
||||||
def list_flows(self, *, get_session: Optional[Callable] = None) -> List[Flow]:
|
def list_flows(self, *, get_session: Optional[Callable] = None) -> List[Flow]:
|
||||||
get_session = get_session or session_getter
|
get_session = get_session or session_getter
|
||||||
with get_session() as session:
|
db_manager = get_db_manager()
|
||||||
|
with get_session(db_manager) as session:
|
||||||
flows = session.query(Flow).all()
|
flows = session.query(Flow).all()
|
||||||
return flows
|
return flows
|
||||||
|
|
||||||
|
|
@ -182,8 +185,8 @@ class CustomComponent(Component, extra=Extra.allow):
|
||||||
get_session: Optional[Callable] = None,
|
get_session: Optional[Callable] = None,
|
||||||
) -> Flow:
|
) -> Flow:
|
||||||
get_session = get_session or session_getter
|
get_session = get_session or session_getter
|
||||||
|
db_manager = get_db_manager()
|
||||||
with get_session() as session:
|
with get_session(db_manager) as session:
|
||||||
if flow_id:
|
if flow_id:
|
||||||
flow = session.query(Flow).get(flow_id)
|
flow = session.query(Flow).get(flow_id)
|
||||||
elif flow_name:
|
elif flow_name:
|
||||||
|
|
|
||||||
|
|
@ -1,9 +1,10 @@
|
||||||
from typing import Dict, List, Optional, Type
|
from typing import Dict, List, Optional, Type
|
||||||
|
|
||||||
from langflow.interface.base import LangChainTypeCreator
|
from langflow.interface.base import LangChainTypeCreator
|
||||||
|
from langflow.services.utils import get_settings_manager
|
||||||
from langflow.template.frontend_node.documentloaders import DocumentLoaderFrontNode
|
from langflow.template.frontend_node.documentloaders import DocumentLoaderFrontNode
|
||||||
from langflow.interface.custom_lists import documentloaders_type_to_cls_dict
|
from langflow.interface.custom_lists import documentloaders_type_to_cls_dict
|
||||||
from langflow.settings import settings
|
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.utils.util import build_template_from_class
|
from langflow.utils.util import build_template_from_class
|
||||||
|
|
||||||
|
|
@ -30,10 +31,12 @@ class DocumentLoaderCreator(LangChainTypeCreator):
|
||||||
return None
|
return None
|
||||||
|
|
||||||
def to_list(self) -> List[str]:
|
def to_list(self) -> List[str]:
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
return [
|
return [
|
||||||
documentloader.__name__
|
documentloader.__name__
|
||||||
for documentloader in self.type_to_loader_dict.values()
|
for documentloader in self.type_to_loader_dict.values()
|
||||||
if documentloader.__name__ in settings.DOCUMENTLOADERS or settings.DEV
|
if documentloader.__name__ in settings_manager.settings.DOCUMENTLOADERS
|
||||||
|
or settings_manager.settings.DEV
|
||||||
]
|
]
|
||||||
|
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -2,7 +2,8 @@ from typing import Dict, List, Optional, Type
|
||||||
|
|
||||||
from langflow.interface.base import LangChainTypeCreator
|
from langflow.interface.base import LangChainTypeCreator
|
||||||
from langflow.interface.custom_lists import embedding_type_to_cls_dict
|
from langflow.interface.custom_lists import embedding_type_to_cls_dict
|
||||||
from langflow.settings import settings
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
from langflow.template.frontend_node.base import FrontendNode
|
from langflow.template.frontend_node.base import FrontendNode
|
||||||
from langflow.template.frontend_node.embeddings import EmbeddingFrontendNode
|
from langflow.template.frontend_node.embeddings import EmbeddingFrontendNode
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
|
|
@ -32,10 +33,12 @@ class EmbeddingCreator(LangChainTypeCreator):
|
||||||
return None
|
return None
|
||||||
|
|
||||||
def to_list(self) -> List[str]:
|
def to_list(self) -> List[str]:
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
return [
|
return [
|
||||||
embedding.__name__
|
embedding.__name__
|
||||||
for embedding in self.type_to_loader_dict.values()
|
for embedding in self.type_to_loader_dict.values()
|
||||||
if embedding.__name__ in settings.EMBEDDINGS or settings.DEV
|
if embedding.__name__ in settings_manager.settings.EMBEDDINGS
|
||||||
|
or settings_manager.settings.DEV
|
||||||
]
|
]
|
||||||
|
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -170,6 +170,26 @@ def initialize_pinecone(class_object: Type[Pinecone], params: dict):
|
||||||
|
|
||||||
def initialize_chroma(class_object: Type[Chroma], params: dict):
|
def initialize_chroma(class_object: Type[Chroma], params: dict):
|
||||||
"""Initialize a ChromaDB object from the params"""
|
"""Initialize a ChromaDB object from the params"""
|
||||||
|
if ( # type: ignore
|
||||||
|
"chroma_server_host" in params or "chroma_server_http_port" in params
|
||||||
|
):
|
||||||
|
import chromadb # type: ignore
|
||||||
|
|
||||||
|
settings_params = {
|
||||||
|
key: params[key]
|
||||||
|
for key, value_ in params.items()
|
||||||
|
if key.startswith("chroma_server_") and value_
|
||||||
|
}
|
||||||
|
chroma_settings = chromadb.config.Settings(**settings_params)
|
||||||
|
params["client_settings"] = chroma_settings
|
||||||
|
else:
|
||||||
|
# remove all chroma_server_ keys from params
|
||||||
|
params = {
|
||||||
|
key: value
|
||||||
|
for key, value in params.items()
|
||||||
|
if not key.startswith("chroma_server_")
|
||||||
|
}
|
||||||
|
|
||||||
persist = params.pop("persist", False)
|
persist = params.pop("persist", False)
|
||||||
if not docs_in_params(params):
|
if not docs_in_params(params):
|
||||||
params.pop("documents", None)
|
params.pop("documents", None)
|
||||||
|
|
|
||||||
|
|
@ -14,34 +14,43 @@ from langflow.interface.wrappers.base import wrapper_creator
|
||||||
from langflow.interface.output_parsers.base import output_parser_creator
|
from langflow.interface.output_parsers.base import output_parser_creator
|
||||||
from langflow.interface.retrievers.base import retriever_creator
|
from langflow.interface.retrievers.base import retriever_creator
|
||||||
from langflow.interface.custom.base import custom_component_creator
|
from langflow.interface.custom.base import custom_component_creator
|
||||||
|
from langflow.utils.lazy_load import LazyLoadDictBase
|
||||||
|
|
||||||
|
|
||||||
def get_type_dict():
|
class AllTypesDict(LazyLoadDictBase):
|
||||||
return {
|
def __init__(self):
|
||||||
"agents": agent_creator.to_list(),
|
self._all_types_dict = None
|
||||||
"prompts": prompt_creator.to_list(),
|
|
||||||
"llms": llm_creator.to_list(),
|
@property
|
||||||
"tools": tool_creator.to_list(),
|
def ALL_TYPES_DICT(self):
|
||||||
"chains": chain_creator.to_list(),
|
return self.all_types_dict
|
||||||
"memory": memory_creator.to_list(),
|
|
||||||
"toolkits": toolkits_creator.to_list(),
|
def _build_dict(self):
|
||||||
"wrappers": wrapper_creator.to_list(),
|
langchain_types_dict = self.get_type_dict()
|
||||||
"documentLoaders": documentloader_creator.to_list(),
|
return {
|
||||||
"vectorStore": vectorstore_creator.to_list(),
|
**langchain_types_dict,
|
||||||
"embeddings": embedding_creator.to_list(),
|
"Custom": ["Custom Tool", "Python Function"],
|
||||||
"textSplitters": textsplitter_creator.to_list(),
|
}
|
||||||
"utilities": utility_creator.to_list(),
|
|
||||||
"outputParsers": output_parser_creator.to_list(),
|
def get_type_dict(self):
|
||||||
"retrievers": retriever_creator.to_list(),
|
return {
|
||||||
"custom_components": custom_component_creator.to_list(),
|
"agents": agent_creator.to_list(),
|
||||||
}
|
"prompts": prompt_creator.to_list(),
|
||||||
|
"llms": llm_creator.to_list(),
|
||||||
|
"tools": tool_creator.to_list(),
|
||||||
|
"chains": chain_creator.to_list(),
|
||||||
|
"memory": memory_creator.to_list(),
|
||||||
|
"toolkits": toolkits_creator.to_list(),
|
||||||
|
"wrappers": wrapper_creator.to_list(),
|
||||||
|
"documentLoaders": documentloader_creator.to_list(),
|
||||||
|
"vectorStore": vectorstore_creator.to_list(),
|
||||||
|
"embeddings": embedding_creator.to_list(),
|
||||||
|
"textSplitters": textsplitter_creator.to_list(),
|
||||||
|
"utilities": utility_creator.to_list(),
|
||||||
|
"outputParsers": output_parser_creator.to_list(),
|
||||||
|
"retrievers": retriever_creator.to_list(),
|
||||||
|
"custom_components": custom_component_creator.to_list(),
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
LANGCHAIN_TYPES_DICT = get_type_dict()
|
lazy_load_dict = AllTypesDict()
|
||||||
|
|
||||||
# Now we'll build a dict with Langchain types and ours
|
|
||||||
|
|
||||||
ALL_TYPES_DICT = {
|
|
||||||
**LANGCHAIN_TYPES_DICT,
|
|
||||||
"Custom": ["Custom Tool", "Python Function"],
|
|
||||||
}
|
|
||||||
|
|
|
||||||
|
|
@ -2,7 +2,8 @@ from typing import Dict, List, Optional, Type
|
||||||
|
|
||||||
from langflow.interface.base import LangChainTypeCreator
|
from langflow.interface.base import LangChainTypeCreator
|
||||||
from langflow.interface.custom_lists import llm_type_to_cls_dict
|
from langflow.interface.custom_lists import llm_type_to_cls_dict
|
||||||
from langflow.settings import settings
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
from langflow.template.frontend_node.llms import LLMFrontendNode
|
from langflow.template.frontend_node.llms import LLMFrontendNode
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.utils.util import build_template_from_class
|
from langflow.utils.util import build_template_from_class
|
||||||
|
|
@ -33,10 +34,12 @@ class LLMCreator(LangChainTypeCreator):
|
||||||
return None
|
return None
|
||||||
|
|
||||||
def to_list(self) -> List[str]:
|
def to_list(self) -> List[str]:
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
return [
|
return [
|
||||||
llm.__name__
|
llm.__name__
|
||||||
for llm in self.type_to_loader_dict.values()
|
for llm in self.type_to_loader_dict.values()
|
||||||
if llm.__name__ in settings.LLMS or settings.DEV
|
if llm.__name__ in settings_manager.settings.LLMS
|
||||||
|
or settings_manager.settings.DEV
|
||||||
]
|
]
|
||||||
|
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -2,7 +2,8 @@ from typing import Dict, List, Optional, Type
|
||||||
|
|
||||||
from langflow.interface.base import LangChainTypeCreator
|
from langflow.interface.base import LangChainTypeCreator
|
||||||
from langflow.interface.custom_lists import memory_type_to_cls_dict
|
from langflow.interface.custom_lists import memory_type_to_cls_dict
|
||||||
from langflow.settings import settings
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
from langflow.template.frontend_node.base import FrontendNode
|
from langflow.template.frontend_node.base import FrontendNode
|
||||||
from langflow.template.frontend_node.memories import MemoryFrontendNode
|
from langflow.template.frontend_node.memories import MemoryFrontendNode
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
|
|
@ -48,10 +49,12 @@ class MemoryCreator(LangChainTypeCreator):
|
||||||
return None
|
return None
|
||||||
|
|
||||||
def to_list(self) -> List[str]:
|
def to_list(self) -> List[str]:
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
return [
|
return [
|
||||||
memory.__name__
|
memory.__name__
|
||||||
for memory in self.type_to_loader_dict.values()
|
for memory in self.type_to_loader_dict.values()
|
||||||
if memory.__name__ in settings.MEMORIES or settings.DEV
|
if memory.__name__ in settings_manager.settings.MEMORIES
|
||||||
|
or settings_manager.settings.DEV
|
||||||
]
|
]
|
||||||
|
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -4,7 +4,8 @@ from langchain import output_parsers
|
||||||
|
|
||||||
from langflow.interface.base import LangChainTypeCreator
|
from langflow.interface.base import LangChainTypeCreator
|
||||||
from langflow.interface.importing.utils import import_class
|
from langflow.interface.importing.utils import import_class
|
||||||
from langflow.settings import settings
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
from langflow.template.frontend_node.output_parsers import OutputParserFrontendNode
|
from langflow.template.frontend_node.output_parsers import OutputParserFrontendNode
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.utils.util import build_template_from_class, build_template_from_method
|
from langflow.utils.util import build_template_from_class, build_template_from_method
|
||||||
|
|
@ -23,6 +24,7 @@ class OutputParserCreator(LangChainTypeCreator):
|
||||||
@property
|
@property
|
||||||
def type_to_loader_dict(self) -> Dict:
|
def type_to_loader_dict(self) -> Dict:
|
||||||
if self.type_dict is None:
|
if self.type_dict is None:
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
self.type_dict = {
|
self.type_dict = {
|
||||||
output_parser_name: import_class(
|
output_parser_name: import_class(
|
||||||
f"langchain.output_parsers.{output_parser_name}"
|
f"langchain.output_parsers.{output_parser_name}"
|
||||||
|
|
@ -33,7 +35,8 @@ class OutputParserCreator(LangChainTypeCreator):
|
||||||
self.type_dict = {
|
self.type_dict = {
|
||||||
name: output_parser
|
name: output_parser
|
||||||
for name, output_parser in self.type_dict.items()
|
for name, output_parser in self.type_dict.items()
|
||||||
if name in settings.OUTPUT_PARSERS or settings.DEV
|
if name in settings_manager.settings.OUTPUT_PARSERS
|
||||||
|
or settings_manager.settings.DEV
|
||||||
}
|
}
|
||||||
return self.type_dict
|
return self.type_dict
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -5,7 +5,8 @@ from langchain import prompts
|
||||||
from langflow.custom.customs import get_custom_nodes
|
from langflow.custom.customs import get_custom_nodes
|
||||||
from langflow.interface.base import LangChainTypeCreator
|
from langflow.interface.base import LangChainTypeCreator
|
||||||
from langflow.interface.importing.utils import import_class
|
from langflow.interface.importing.utils import import_class
|
||||||
from langflow.settings import settings
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
from langflow.template.frontend_node.prompts import PromptFrontendNode
|
from langflow.template.frontend_node.prompts import PromptFrontendNode
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.utils.util import build_template_from_class
|
from langflow.utils.util import build_template_from_class
|
||||||
|
|
@ -20,6 +21,7 @@ class PromptCreator(LangChainTypeCreator):
|
||||||
|
|
||||||
@property
|
@property
|
||||||
def type_to_loader_dict(self) -> Dict:
|
def type_to_loader_dict(self) -> Dict:
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
if self.type_dict is None:
|
if self.type_dict is None:
|
||||||
self.type_dict = {
|
self.type_dict = {
|
||||||
prompt_name: import_class(f"langchain.prompts.{prompt_name}")
|
prompt_name: import_class(f"langchain.prompts.{prompt_name}")
|
||||||
|
|
@ -34,7 +36,8 @@ class PromptCreator(LangChainTypeCreator):
|
||||||
self.type_dict = {
|
self.type_dict = {
|
||||||
name: prompt
|
name: prompt
|
||||||
for name, prompt in self.type_dict.items()
|
for name, prompt in self.type_dict.items()
|
||||||
if name in settings.PROMPTS or settings.DEV
|
if name in settings_manager.settings.PROMPTS
|
||||||
|
or settings_manager.settings.DEV
|
||||||
}
|
}
|
||||||
return self.type_dict
|
return self.type_dict
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -4,7 +4,8 @@ from langchain import retrievers
|
||||||
|
|
||||||
from langflow.interface.base import LangChainTypeCreator
|
from langflow.interface.base import LangChainTypeCreator
|
||||||
from langflow.interface.importing.utils import import_class
|
from langflow.interface.importing.utils import import_class
|
||||||
from langflow.settings import settings
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
from langflow.template.frontend_node.retrievers import RetrieverFrontendNode
|
from langflow.template.frontend_node.retrievers import RetrieverFrontendNode
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.utils.util import build_template_from_method, build_template_from_class
|
from langflow.utils.util import build_template_from_method, build_template_from_class
|
||||||
|
|
@ -48,10 +49,12 @@ class RetrieverCreator(LangChainTypeCreator):
|
||||||
return None
|
return None
|
||||||
|
|
||||||
def to_list(self) -> List[str]:
|
def to_list(self) -> List[str]:
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
return [
|
return [
|
||||||
retriever
|
retriever
|
||||||
for retriever in self.type_to_loader_dict.keys()
|
for retriever in self.type_to_loader_dict.keys()
|
||||||
if retriever in settings.RETRIEVERS or settings.DEV
|
if retriever in settings_manager.settings.RETRIEVERS
|
||||||
|
or settings_manager.settings.DEV
|
||||||
]
|
]
|
||||||
|
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -1,4 +1,4 @@
|
||||||
from langflow.cache.utils import memoize_dict
|
from langflow.services.cache.utils import memoize_dict
|
||||||
from langflow.graph import Graph
|
from langflow.graph import Graph
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -1,9 +1,10 @@
|
||||||
from typing import Dict, List, Optional, Type
|
from typing import Dict, List, Optional, Type
|
||||||
|
|
||||||
from langflow.interface.base import LangChainTypeCreator
|
from langflow.interface.base import LangChainTypeCreator
|
||||||
|
from langflow.services.utils import get_settings_manager
|
||||||
from langflow.template.frontend_node.textsplitters import TextSplittersFrontendNode
|
from langflow.template.frontend_node.textsplitters import TextSplittersFrontendNode
|
||||||
from langflow.interface.custom_lists import textsplitter_type_to_cls_dict
|
from langflow.interface.custom_lists import textsplitter_type_to_cls_dict
|
||||||
from langflow.settings import settings
|
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.utils.util import build_template_from_class
|
from langflow.utils.util import build_template_from_class
|
||||||
|
|
||||||
|
|
@ -30,10 +31,12 @@ class TextSplitterCreator(LangChainTypeCreator):
|
||||||
return None
|
return None
|
||||||
|
|
||||||
def to_list(self) -> List[str]:
|
def to_list(self) -> List[str]:
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
return [
|
return [
|
||||||
textsplitter.__name__
|
textsplitter.__name__
|
||||||
for textsplitter in self.type_to_loader_dict.values()
|
for textsplitter in self.type_to_loader_dict.values()
|
||||||
if textsplitter.__name__ in settings.TEXTSPLITTERS or settings.DEV
|
if textsplitter.__name__ in settings_manager.settings.TEXTSPLITTERS
|
||||||
|
or settings_manager.settings.DEV
|
||||||
]
|
]
|
||||||
|
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -4,7 +4,8 @@ from langchain.agents import agent_toolkits
|
||||||
|
|
||||||
from langflow.interface.base import LangChainTypeCreator
|
from langflow.interface.base import LangChainTypeCreator
|
||||||
from langflow.interface.importing.utils import import_class, import_module
|
from langflow.interface.importing.utils import import_class, import_module
|
||||||
from langflow.settings import settings
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.utils.util import build_template_from_class
|
from langflow.utils.util import build_template_from_class
|
||||||
|
|
||||||
|
|
@ -29,13 +30,15 @@ class ToolkitCreator(LangChainTypeCreator):
|
||||||
@property
|
@property
|
||||||
def type_to_loader_dict(self) -> Dict:
|
def type_to_loader_dict(self) -> Dict:
|
||||||
if self.type_dict is None:
|
if self.type_dict is None:
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
self.type_dict = {
|
self.type_dict = {
|
||||||
toolkit_name: import_class(
|
toolkit_name: import_class(
|
||||||
f"langchain.agents.agent_toolkits.{toolkit_name}"
|
f"langchain.agents.agent_toolkits.{toolkit_name}"
|
||||||
)
|
)
|
||||||
# if toolkit_name is not lower case it is a class
|
# if toolkit_name is not lower case it is a class
|
||||||
for toolkit_name in agent_toolkits.__all__
|
for toolkit_name in agent_toolkits.__all__
|
||||||
if not toolkit_name.islower() and toolkit_name in settings.TOOLKITS
|
if not toolkit_name.islower()
|
||||||
|
and toolkit_name in settings_manager.settings.TOOLKITS
|
||||||
}
|
}
|
||||||
|
|
||||||
return self.type_dict
|
return self.type_dict
|
||||||
|
|
|
||||||
|
|
@ -15,7 +15,8 @@ from langflow.interface.tools.constants import (
|
||||||
OTHER_TOOLS,
|
OTHER_TOOLS,
|
||||||
)
|
)
|
||||||
from langflow.interface.tools.util import get_tool_params
|
from langflow.interface.tools.util import get_tool_params
|
||||||
from langflow.settings import settings
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
from langflow.template.field.base import TemplateField
|
from langflow.template.field.base import TemplateField
|
||||||
from langflow.template.template.base import Template
|
from langflow.template.template.base import Template
|
||||||
from langflow.utils import util
|
from langflow.utils import util
|
||||||
|
|
@ -66,6 +67,7 @@ class ToolCreator(LangChainTypeCreator):
|
||||||
|
|
||||||
@property
|
@property
|
||||||
def type_to_loader_dict(self) -> Dict:
|
def type_to_loader_dict(self) -> Dict:
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
if self.tools_dict is None:
|
if self.tools_dict is None:
|
||||||
all_tools = {}
|
all_tools = {}
|
||||||
|
|
||||||
|
|
@ -74,7 +76,10 @@ class ToolCreator(LangChainTypeCreator):
|
||||||
|
|
||||||
tool_name = tool_params.get("name") or tool
|
tool_name = tool_params.get("name") or tool
|
||||||
|
|
||||||
if tool_name in settings.TOOLS or settings.DEV:
|
if (
|
||||||
|
tool_name in settings_manager.settings.TOOLS
|
||||||
|
or settings_manager.settings.DEV
|
||||||
|
):
|
||||||
if tool_name == "JsonSpec":
|
if tool_name == "JsonSpec":
|
||||||
tool_params["path"] = tool_params.pop("dict_") # type: ignore
|
tool_params["path"] = tool_params.pop("dict_") # type: ignore
|
||||||
all_tools[tool_name] = {
|
all_tools[tool_name] = {
|
||||||
|
|
|
||||||
|
|
@ -1,6 +1,7 @@
|
||||||
import ast
|
import ast
|
||||||
import contextlib
|
import contextlib
|
||||||
from typing import Any
|
from typing import Any
|
||||||
|
from langflow.api.utils import merge_nested_dicts_with_renaming
|
||||||
from langflow.interface.agents.base import agent_creator
|
from langflow.interface.agents.base import agent_creator
|
||||||
from langflow.interface.chains.base import chain_creator
|
from langflow.interface.chains.base import chain_creator
|
||||||
from langflow.interface.custom.constants import CUSTOM_COMPONENT_SUPPORTED_TYPES
|
from langflow.interface.custom.constants import CUSTOM_COMPONENT_SUPPORTED_TYPES
|
||||||
|
|
@ -30,7 +31,6 @@ from langflow.interface.retrievers.base import retriever_creator
|
||||||
from langflow.interface.custom.directory_reader import DirectoryReader
|
from langflow.interface.custom.directory_reader import DirectoryReader
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.utils.util import get_base_classes
|
from langflow.utils.util import get_base_classes
|
||||||
from langflow.api.utils import merge_nested_dicts
|
|
||||||
|
|
||||||
import re
|
import re
|
||||||
import warnings
|
import warnings
|
||||||
|
|
@ -423,4 +423,4 @@ def build_langchain_custom_component_list_from_path(path: str):
|
||||||
valid_menu = build_valid_menu(valid_components)
|
valid_menu = build_valid_menu(valid_components)
|
||||||
invalid_menu = build_invalid_menu(invalid_components)
|
invalid_menu = build_invalid_menu(invalid_components)
|
||||||
|
|
||||||
return merge_nested_dicts(valid_menu, invalid_menu)
|
return merge_nested_dicts_with_renaming(valid_menu, invalid_menu)
|
||||||
|
|
|
||||||
|
|
@ -5,7 +5,8 @@ from langchain import SQLDatabase, utilities
|
||||||
from langflow.custom.customs import get_custom_nodes
|
from langflow.custom.customs import get_custom_nodes
|
||||||
from langflow.interface.base import LangChainTypeCreator
|
from langflow.interface.base import LangChainTypeCreator
|
||||||
from langflow.interface.importing.utils import import_class
|
from langflow.interface.importing.utils import import_class
|
||||||
from langflow.settings import settings
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
from langflow.template.frontend_node.utilities import UtilitiesFrontendNode
|
from langflow.template.frontend_node.utilities import UtilitiesFrontendNode
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.utils.util import build_template_from_class
|
from langflow.utils.util import build_template_from_class
|
||||||
|
|
@ -26,6 +27,7 @@ class UtilityCreator(LangChainTypeCreator):
|
||||||
from the langchain.chains module and filtering them according to the settings.utilities list.
|
from the langchain.chains module and filtering them according to the settings.utilities list.
|
||||||
"""
|
"""
|
||||||
if self.type_dict is None:
|
if self.type_dict is None:
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
self.type_dict = {
|
self.type_dict = {
|
||||||
utility_name: import_class(f"langchain.utilities.{utility_name}")
|
utility_name: import_class(f"langchain.utilities.{utility_name}")
|
||||||
for utility_name in utilities.__all__
|
for utility_name in utilities.__all__
|
||||||
|
|
@ -35,7 +37,8 @@ class UtilityCreator(LangChainTypeCreator):
|
||||||
self.type_dict = {
|
self.type_dict = {
|
||||||
name: utility
|
name: utility
|
||||||
for name, utility in self.type_dict.items()
|
for name, utility in self.type_dict.items()
|
||||||
if name in settings.UTILITIES or settings.DEV
|
if name in settings_manager.settings.UTILITIES
|
||||||
|
or settings_manager.settings.DEV
|
||||||
}
|
}
|
||||||
|
|
||||||
return self.type_dict
|
return self.type_dict
|
||||||
|
|
|
||||||
|
|
@ -9,7 +9,8 @@ import yaml
|
||||||
from langchain.base_language import BaseLanguageModel
|
from langchain.base_language import BaseLanguageModel
|
||||||
from PIL.Image import Image
|
from PIL.Image import Image
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.chat.config import ChatConfig
|
from langflow.services.chat.config import ChatConfig
|
||||||
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
|
|
||||||
def load_file_into_dict(file_path: str) -> dict:
|
def load_file_into_dict(file_path: str) -> dict:
|
||||||
|
|
@ -63,13 +64,11 @@ def extract_input_variables_from_prompt(prompt: str) -> list[str]:
|
||||||
|
|
||||||
def setup_llm_caching():
|
def setup_llm_caching():
|
||||||
"""Setup LLM caching."""
|
"""Setup LLM caching."""
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
from langflow.settings import settings
|
|
||||||
|
|
||||||
try:
|
try:
|
||||||
set_langchain_cache(settings)
|
set_langchain_cache(settings_manager.settings)
|
||||||
except ImportError:
|
except ImportError:
|
||||||
logger.warning(f"Could not import {settings.CACHE}. ")
|
logger.warning(f"Could not import {settings_manager.settings.CACHE}. ")
|
||||||
except Exception as exc:
|
except Exception as exc:
|
||||||
logger.warning(f"Could not setup LLM caching. Error: {exc}")
|
logger.warning(f"Could not setup LLM caching. Error: {exc}")
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -4,7 +4,8 @@ from langchain import vectorstores
|
||||||
|
|
||||||
from langflow.interface.base import LangChainTypeCreator
|
from langflow.interface.base import LangChainTypeCreator
|
||||||
from langflow.interface.importing.utils import import_class
|
from langflow.interface.importing.utils import import_class
|
||||||
from langflow.settings import settings
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
from langflow.template.frontend_node.vectorstores import VectorStoreFrontendNode
|
from langflow.template.frontend_node.vectorstores import VectorStoreFrontendNode
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
from langflow.utils.util import build_template_from_method
|
from langflow.utils.util import build_template_from_method
|
||||||
|
|
@ -43,10 +44,12 @@ class VectorstoreCreator(LangChainTypeCreator):
|
||||||
return None
|
return None
|
||||||
|
|
||||||
def to_list(self) -> List[str]:
|
def to_list(self) -> List[str]:
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
return [
|
return [
|
||||||
vectorstore
|
vectorstore
|
||||||
for vectorstore in self.type_to_loader_dict.keys()
|
for vectorstore in self.type_to_loader_dict.keys()
|
||||||
if vectorstore in settings.VECTORSTORES or settings.DEV
|
if vectorstore in settings_manager.settings.VECTORSTORES
|
||||||
|
or settings_manager.settings.DEV
|
||||||
]
|
]
|
||||||
|
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -6,13 +6,15 @@ from fastapi.responses import FileResponse
|
||||||
from fastapi.staticfiles import StaticFiles
|
from fastapi.staticfiles import StaticFiles
|
||||||
|
|
||||||
from langflow.api import router
|
from langflow.api import router
|
||||||
from langflow.database.base import create_db_and_tables, Engine
|
|
||||||
from langflow.interface.utils import setup_llm_caching
|
from langflow.interface.utils import setup_llm_caching
|
||||||
|
from langflow.services.database.utils import initialize_database
|
||||||
|
from langflow.services.manager import initialize_services
|
||||||
from langflow.utils.logger import configure
|
from langflow.utils.logger import configure
|
||||||
|
|
||||||
|
|
||||||
def create_app():
|
def create_app():
|
||||||
"""Create the FastAPI app and include the router."""
|
"""Create the FastAPI app and include the router."""
|
||||||
|
|
||||||
configure()
|
configure()
|
||||||
|
|
||||||
app = FastAPI()
|
app = FastAPI()
|
||||||
|
|
@ -32,10 +34,10 @@ def create_app():
|
||||||
allow_methods=["*"],
|
allow_methods=["*"],
|
||||||
allow_headers=["*"],
|
allow_headers=["*"],
|
||||||
)
|
)
|
||||||
|
|
||||||
app.include_router(router)
|
app.include_router(router)
|
||||||
app.on_event("startup")(Engine.update)
|
|
||||||
app.on_event("startup")(create_db_and_tables)
|
app.on_event("startup")(initialize_services)
|
||||||
|
app.on_event("startup")(initialize_database)
|
||||||
app.on_event("startup")(setup_llm_caching)
|
app.on_event("startup")(setup_llm_caching)
|
||||||
return app
|
return app
|
||||||
|
|
||||||
|
|
@ -68,16 +70,19 @@ def get_static_files_dir():
|
||||||
return frontend_path / "frontend"
|
return frontend_path / "frontend"
|
||||||
|
|
||||||
|
|
||||||
def setup_app(static_files_dir: Optional[Path] = None) -> FastAPI:
|
def setup_app(
|
||||||
|
static_files_dir: Optional[Path] = None, backend_only: bool = False
|
||||||
|
) -> FastAPI:
|
||||||
"""Setup the FastAPI app."""
|
"""Setup the FastAPI app."""
|
||||||
# get the directory of the current file
|
# get the directory of the current file
|
||||||
if not static_files_dir:
|
if not static_files_dir:
|
||||||
static_files_dir = get_static_files_dir()
|
static_files_dir = get_static_files_dir()
|
||||||
|
|
||||||
if not static_files_dir or not static_files_dir.exists():
|
if not backend_only and (not static_files_dir or not static_files_dir.exists()):
|
||||||
raise RuntimeError(f"Static files directory {static_files_dir} does not exist.")
|
raise RuntimeError(f"Static files directory {static_files_dir} does not exist.")
|
||||||
app = create_app()
|
app = create_app()
|
||||||
setup_static_files(app, static_files_dir)
|
if not backend_only and static_files_dir is not None:
|
||||||
|
setup_static_files(app, static_files_dir)
|
||||||
return app
|
return app
|
||||||
|
|
||||||
|
|
||||||
|
|
|
||||||
4
src/backend/langflow/services/__init__.py
Normal file
4
src/backend/langflow/services/__init__.py
Normal file
|
|
@ -0,0 +1,4 @@
|
||||||
|
from .manager import service_manager
|
||||||
|
from .schema import ServiceType
|
||||||
|
|
||||||
|
__all__ = ["service_manager", "ServiceType"]
|
||||||
2
src/backend/langflow/services/base.py
Normal file
2
src/backend/langflow/services/base.py
Normal file
|
|
@ -0,0 +1,2 @@
|
||||||
|
class Service:
|
||||||
|
name: str
|
||||||
11
src/backend/langflow/services/cache/__init__.py
vendored
Normal file
11
src/backend/langflow/services/cache/__init__.py
vendored
Normal file
|
|
@ -0,0 +1,11 @@
|
||||||
|
from . import factory, manager
|
||||||
|
from langflow.services.cache.manager import cache_manager
|
||||||
|
from langflow.services.cache.flow import InMemoryCache
|
||||||
|
|
||||||
|
|
||||||
|
__all__ = [
|
||||||
|
"cache_manager",
|
||||||
|
"factory",
|
||||||
|
"manager",
|
||||||
|
"InMemoryCache",
|
||||||
|
]
|
||||||
11
src/backend/langflow/services/cache/factory.py
vendored
Normal file
11
src/backend/langflow/services/cache/factory.py
vendored
Normal file
|
|
@ -0,0 +1,11 @@
|
||||||
|
from langflow.services.cache.manager import CacheManager
|
||||||
|
from langflow.services.factory import ServiceFactory
|
||||||
|
|
||||||
|
|
||||||
|
class CacheManagerFactory(ServiceFactory):
|
||||||
|
def __init__(self):
|
||||||
|
super().__init__(CacheManager)
|
||||||
|
|
||||||
|
def create(self, settings_service):
|
||||||
|
# Here you would have logic to create and configure a CacheManager
|
||||||
|
return CacheManager()
|
||||||
|
|
@ -2,7 +2,7 @@ import threading
|
||||||
import time
|
import time
|
||||||
from collections import OrderedDict
|
from collections import OrderedDict
|
||||||
|
|
||||||
from langflow.cache.base import BaseCache
|
from langflow.services.cache.base import BaseCache
|
||||||
|
|
||||||
|
|
||||||
class InMemoryCache(BaseCache):
|
class InMemoryCache(BaseCache):
|
||||||
|
|
@ -1,5 +1,6 @@
|
||||||
from contextlib import contextmanager
|
from contextlib import contextmanager
|
||||||
from typing import Any, Awaitable, Callable, List, Optional
|
from typing import Any, Awaitable, Callable, List, Optional
|
||||||
|
from langflow.services.base import Service
|
||||||
|
|
||||||
import pandas as pd
|
import pandas as pd
|
||||||
from PIL import Image
|
from PIL import Image
|
||||||
|
|
@ -49,9 +50,11 @@ class AsyncSubject:
|
||||||
await observer()
|
await observer()
|
||||||
|
|
||||||
|
|
||||||
class CacheManager(Subject):
|
class CacheManager(Subject, Service):
|
||||||
"""Manages cache for different clients and notifies observers on changes."""
|
"""Manages cache for different clients and notifies observers on changes."""
|
||||||
|
|
||||||
|
name = "cache_manager"
|
||||||
|
|
||||||
def __init__(self):
|
def __init__(self):
|
||||||
super().__init__()
|
super().__init__()
|
||||||
self._cache = {}
|
self._cache = {}
|
||||||
11
src/backend/langflow/services/chat/factory.py
Normal file
11
src/backend/langflow/services/chat/factory.py
Normal file
|
|
@ -0,0 +1,11 @@
|
||||||
|
from langflow.services.chat.manager import ChatManager
|
||||||
|
from langflow.services.factory import ServiceFactory
|
||||||
|
|
||||||
|
|
||||||
|
class ChatManagerFactory(ServiceFactory):
|
||||||
|
def __init__(self):
|
||||||
|
super().__init__(ChatManager)
|
||||||
|
|
||||||
|
def create(self, settings_service):
|
||||||
|
# Here you would have logic to create and configure a ChatManager
|
||||||
|
return ChatManager()
|
||||||
|
|
@ -1,10 +1,12 @@
|
||||||
from collections import defaultdict
|
from collections import defaultdict
|
||||||
from fastapi import WebSocket, status
|
from fastapi import WebSocket, status
|
||||||
from langflow.api.v1.schemas import ChatMessage, ChatResponse, FileResponse
|
from langflow.api.v1.schemas import ChatMessage, ChatResponse, FileResponse
|
||||||
from langflow.cache import cache_manager
|
from langflow.services.base import Service
|
||||||
from langflow.cache.manager import Subject
|
from langflow.services import service_manager
|
||||||
from langflow.chat.utils import process_graph
|
from langflow.services.cache.manager import Subject
|
||||||
|
from langflow.services.chat.utils import process_graph
|
||||||
from langflow.interface.utils import pil_to_base64
|
from langflow.interface.utils import pil_to_base64
|
||||||
|
from langflow.services.schema import ServiceType
|
||||||
from langflow.utils.logger import logger
|
from langflow.utils.logger import logger
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -12,7 +14,7 @@ import asyncio
|
||||||
import json
|
import json
|
||||||
from typing import Any, Dict, List
|
from typing import Any, Dict, List
|
||||||
|
|
||||||
from langflow.cache.flow import InMemoryCache
|
from langflow.services.cache.flow import InMemoryCache
|
||||||
|
|
||||||
|
|
||||||
class ChatHistory(Subject):
|
class ChatHistory(Subject):
|
||||||
|
|
@ -42,11 +44,13 @@ class ChatHistory(Subject):
|
||||||
self.history[client_id] = []
|
self.history[client_id] = []
|
||||||
|
|
||||||
|
|
||||||
class ChatManager:
|
class ChatManager(Service):
|
||||||
|
name = "chat_manager"
|
||||||
|
|
||||||
def __init__(self):
|
def __init__(self):
|
||||||
self.active_connections: Dict[str, WebSocket] = {}
|
self.active_connections: Dict[str, WebSocket] = {}
|
||||||
self.chat_history = ChatHistory()
|
self.chat_history = ChatHistory()
|
||||||
self.cache_manager = cache_manager
|
self.cache_manager = service_manager.get(ServiceType.CACHE_MANAGER)
|
||||||
self.cache_manager.attach(self.update)
|
self.cache_manager.attach(self.update)
|
||||||
self.in_memory_cache = InMemoryCache()
|
self.in_memory_cache = InMemoryCache()
|
||||||
|
|
||||||
|
|
@ -117,7 +121,7 @@ class ChatManager:
|
||||||
self, client_id: str, payload: Dict, langchain_object: Any
|
self, client_id: str, payload: Dict, langchain_object: Any
|
||||||
):
|
):
|
||||||
# Process the graph data and chat message
|
# Process the graph data and chat message
|
||||||
chat_inputs = payload.pop("inputs", "")
|
chat_inputs = payload.pop("inputs", {})
|
||||||
chat_inputs = ChatMessage(message=chat_inputs)
|
chat_inputs = ChatMessage(message=chat_inputs)
|
||||||
self.chat_history.add_message(client_id, chat_inputs)
|
self.chat_history.add_message(client_id, chat_inputs)
|
||||||
|
|
||||||
|
|
@ -21,9 +21,9 @@ async def process_graph(
|
||||||
|
|
||||||
# Generate result and thought
|
# Generate result and thought
|
||||||
try:
|
try:
|
||||||
if not chat_inputs.message:
|
if chat_inputs.message is None:
|
||||||
logger.debug("No message provided")
|
logger.debug("No message provided")
|
||||||
raise ValueError("No message provided")
|
chat_inputs.message = {}
|
||||||
|
|
||||||
logger.debug("Generating result and thought")
|
logger.debug("Generating result and thought")
|
||||||
result, intermediate_steps = await get_result_and_steps(
|
result, intermediate_steps = await get_result_and_steps(
|
||||||
17
src/backend/langflow/services/database/factory.py
Normal file
17
src/backend/langflow/services/database/factory.py
Normal file
|
|
@ -0,0 +1,17 @@
|
||||||
|
from typing import TYPE_CHECKING
|
||||||
|
from langflow.services.database.manager import DatabaseManager
|
||||||
|
from langflow.services.factory import ServiceFactory
|
||||||
|
|
||||||
|
if TYPE_CHECKING:
|
||||||
|
from langflow.services.settings.manager import SettingsManager
|
||||||
|
|
||||||
|
|
||||||
|
class DatabaseManagerFactory(ServiceFactory):
|
||||||
|
def __init__(self):
|
||||||
|
super().__init__(DatabaseManager)
|
||||||
|
|
||||||
|
def create(self, settings_service: "SettingsManager"):
|
||||||
|
# Here you would have logic to create and configure a DatabaseManager
|
||||||
|
if not settings_service.settings.DATABASE_URL:
|
||||||
|
raise ValueError("No database URL provided")
|
||||||
|
return DatabaseManager(settings_service.settings.DATABASE_URL)
|
||||||
67
src/backend/langflow/services/database/manager.py
Normal file
67
src/backend/langflow/services/database/manager.py
Normal file
|
|
@ -0,0 +1,67 @@
|
||||||
|
from pathlib import Path
|
||||||
|
from langflow.services.base import Service
|
||||||
|
from sqlmodel import SQLModel, Session, create_engine
|
||||||
|
from langflow.utils.logger import logger
|
||||||
|
from alembic.config import Config
|
||||||
|
from alembic import command
|
||||||
|
from langflow.services.database import models # noqa
|
||||||
|
|
||||||
|
|
||||||
|
class DatabaseManager(Service):
|
||||||
|
name = "database_manager"
|
||||||
|
|
||||||
|
def __init__(self, database_url: str):
|
||||||
|
self.database_url = database_url
|
||||||
|
# This file is in langflow.services.database.manager.py
|
||||||
|
# the ini is in langflow
|
||||||
|
langflow_dir = Path(__file__).parent.parent.parent
|
||||||
|
self.script_location = langflow_dir / "alembic"
|
||||||
|
self.alembic_cfg_path = langflow_dir / "alembic.ini"
|
||||||
|
self.engine = create_engine(database_url)
|
||||||
|
|
||||||
|
def __enter__(self):
|
||||||
|
self._session = Session(self.engine)
|
||||||
|
return self._session
|
||||||
|
|
||||||
|
def __exit__(self, exc_type, exc_value, traceback):
|
||||||
|
if exc_type is not None: # If an exception has been raised
|
||||||
|
logger.error(
|
||||||
|
f"Session rollback because of exception: {exc_type.__name__} {exc_value}"
|
||||||
|
)
|
||||||
|
self._session.rollback()
|
||||||
|
else:
|
||||||
|
self._session.commit()
|
||||||
|
self._session.close()
|
||||||
|
|
||||||
|
def get_session(self):
|
||||||
|
with Session(self.engine) as session:
|
||||||
|
yield session
|
||||||
|
|
||||||
|
def run_migrations(self):
|
||||||
|
logger.info(
|
||||||
|
f"Running DB migrations in {self.script_location} on {self.database_url}"
|
||||||
|
)
|
||||||
|
alembic_cfg = Config()
|
||||||
|
alembic_cfg.set_main_option("script_location", str(self.script_location))
|
||||||
|
alembic_cfg.set_main_option("sqlalchemy.url", self.database_url)
|
||||||
|
command.upgrade(alembic_cfg, "head")
|
||||||
|
|
||||||
|
def create_db_and_tables(self):
|
||||||
|
logger.debug("Creating database and tables")
|
||||||
|
try:
|
||||||
|
SQLModel.metadata.create_all(self.engine)
|
||||||
|
except Exception as exc:
|
||||||
|
logger.error(f"Error creating database and tables: {exc}")
|
||||||
|
raise RuntimeError("Error creating database and tables") from exc
|
||||||
|
|
||||||
|
# Now check if the table "flow" exists, if not, something went wrong
|
||||||
|
# and we need to create the tables again.
|
||||||
|
from sqlalchemy import inspect
|
||||||
|
|
||||||
|
inspector = inspect(self.engine)
|
||||||
|
if "flow" not in inspector.get_table_names():
|
||||||
|
logger.error("Something went wrong creating the database and tables.")
|
||||||
|
logger.error("Please check your database settings.")
|
||||||
|
raise RuntimeError("Something went wrong creating the database and tables.")
|
||||||
|
else:
|
||||||
|
logger.debug("Database and tables created successfully")
|
||||||
|
|
@ -0,0 +1,4 @@
|
||||||
|
from .flow import Flow
|
||||||
|
|
||||||
|
|
||||||
|
__all__ = ["Flow"]
|
||||||
|
|
@ -1,4 +1,4 @@
|
||||||
from langflow.database.models.base import SQLModelSerializable, SQLModel
|
from langflow.services.database.models.base import SQLModelSerializable, SQLModel
|
||||||
from sqlmodel import Field
|
from sqlmodel import Field
|
||||||
from typing import Optional
|
from typing import Optional
|
||||||
from datetime import datetime
|
from datetime import datetime
|
||||||
|
|
@ -1,13 +1,12 @@
|
||||||
# Path: src/backend/langflow/database/models/flow.py
|
# Path: src/backend/langflow/database/models/flow.py
|
||||||
|
|
||||||
from langflow.database.models.base import SQLModelSerializable
|
from langflow.services.database.models.base import SQLModelSerializable
|
||||||
from pydantic import validator
|
from pydantic import validator
|
||||||
from sqlmodel import Field, Relationship, JSON, Column
|
from sqlmodel import Field, JSON, Column
|
||||||
from uuid import UUID, uuid4
|
from uuid import UUID, uuid4
|
||||||
from typing import Dict, Optional
|
from typing import Dict, Optional
|
||||||
|
|
||||||
# if TYPE_CHECKING:
|
# if TYPE_CHECKING:
|
||||||
from langflow.database.models.flow_style import FlowStyle, FlowStyleRead
|
|
||||||
|
|
||||||
|
|
||||||
class FlowBase(SQLModelSerializable):
|
class FlowBase(SQLModelSerializable):
|
||||||
|
|
@ -35,11 +34,6 @@ class FlowBase(SQLModelSerializable):
|
||||||
class Flow(FlowBase, table=True):
|
class Flow(FlowBase, table=True):
|
||||||
id: UUID = Field(default_factory=uuid4, primary_key=True, unique=True)
|
id: UUID = Field(default_factory=uuid4, primary_key=True, unique=True)
|
||||||
data: Optional[Dict] = Field(default=None, sa_column=Column(JSON))
|
data: Optional[Dict] = Field(default=None, sa_column=Column(JSON))
|
||||||
style: Optional["FlowStyle"] = Relationship(
|
|
||||||
back_populates="flow",
|
|
||||||
# use "uselist=False" to make it a one-to-one relationship
|
|
||||||
sa_relationship_kwargs={"uselist": False},
|
|
||||||
)
|
|
||||||
|
|
||||||
|
|
||||||
class FlowCreate(FlowBase):
|
class FlowCreate(FlowBase):
|
||||||
|
|
@ -50,10 +44,6 @@ class FlowRead(FlowBase):
|
||||||
id: UUID
|
id: UUID
|
||||||
|
|
||||||
|
|
||||||
class FlowReadWithStyle(FlowRead):
|
|
||||||
style: Optional["FlowStyleRead"] = None
|
|
||||||
|
|
||||||
|
|
||||||
class FlowUpdate(SQLModelSerializable):
|
class FlowUpdate(SQLModelSerializable):
|
||||||
name: Optional[str] = None
|
name: Optional[str] = None
|
||||||
description: Optional[str] = None
|
description: Optional[str] = None
|
||||||
31
src/backend/langflow/services/database/utils.py
Normal file
31
src/backend/langflow/services/database/utils.py
Normal file
|
|
@ -0,0 +1,31 @@
|
||||||
|
from typing import TYPE_CHECKING
|
||||||
|
from langflow.utils.logger import logger
|
||||||
|
from contextlib import contextmanager
|
||||||
|
|
||||||
|
from sqlmodel import Session
|
||||||
|
|
||||||
|
if TYPE_CHECKING:
|
||||||
|
from langflow.services.database.manager import DatabaseManager
|
||||||
|
|
||||||
|
|
||||||
|
def initialize_database():
|
||||||
|
logger.debug("Initializing database")
|
||||||
|
from langflow.services import service_manager, ServiceType
|
||||||
|
|
||||||
|
database_manager = service_manager.get(ServiceType.DATABASE_MANAGER)
|
||||||
|
database_manager.run_migrations()
|
||||||
|
database_manager.create_db_and_tables()
|
||||||
|
logger.debug("Database initialized")
|
||||||
|
|
||||||
|
|
||||||
|
@contextmanager
|
||||||
|
def session_getter(db_manager: "DatabaseManager"):
|
||||||
|
try:
|
||||||
|
session = Session(db_manager.engine)
|
||||||
|
yield session
|
||||||
|
except Exception as e:
|
||||||
|
print("Session rollback because of exception:", e)
|
||||||
|
session.rollback()
|
||||||
|
raise
|
||||||
|
finally:
|
||||||
|
session.close()
|
||||||
6
src/backend/langflow/services/factory.py
Normal file
6
src/backend/langflow/services/factory.py
Normal file
|
|
@ -0,0 +1,6 @@
|
||||||
|
class ServiceFactory:
|
||||||
|
def __init__(self, service_class):
|
||||||
|
self.service_class = service_class
|
||||||
|
|
||||||
|
def create(self, *args, **kwargs):
|
||||||
|
raise NotImplementedError
|
||||||
87
src/backend/langflow/services/manager.py
Normal file
87
src/backend/langflow/services/manager.py
Normal file
|
|
@ -0,0 +1,87 @@
|
||||||
|
from langflow.services.schema import ServiceType
|
||||||
|
from typing import TYPE_CHECKING
|
||||||
|
|
||||||
|
if TYPE_CHECKING:
|
||||||
|
from langflow.services.factory import ServiceFactory
|
||||||
|
|
||||||
|
|
||||||
|
class ServiceManager:
|
||||||
|
"""
|
||||||
|
Manages the creation of different services.
|
||||||
|
"""
|
||||||
|
|
||||||
|
def __init__(self):
|
||||||
|
self.services = {}
|
||||||
|
self.factories = {}
|
||||||
|
|
||||||
|
def register_factory(self, service_factory: "ServiceFactory"):
|
||||||
|
"""
|
||||||
|
Registers a new factory.
|
||||||
|
"""
|
||||||
|
self.factories[service_factory.service_class.name] = service_factory
|
||||||
|
|
||||||
|
def get(self, service_name: ServiceType):
|
||||||
|
"""
|
||||||
|
Get (or create) a service by its name.
|
||||||
|
"""
|
||||||
|
if service_name not in self.services:
|
||||||
|
self._create_service(service_name)
|
||||||
|
|
||||||
|
return self.services[service_name]
|
||||||
|
|
||||||
|
def _create_service(self, service_name: ServiceType):
|
||||||
|
"""
|
||||||
|
Create a new service given its name.
|
||||||
|
"""
|
||||||
|
self._validate_service_creation(service_name)
|
||||||
|
|
||||||
|
if service_name == ServiceType.SETTINGS_MANAGER:
|
||||||
|
self.services[service_name] = self.factories[service_name].create()
|
||||||
|
else:
|
||||||
|
settings_service = self.get(ServiceType.SETTINGS_MANAGER)
|
||||||
|
self.services[service_name] = self.factories[service_name].create(
|
||||||
|
settings_service
|
||||||
|
)
|
||||||
|
|
||||||
|
def _validate_service_creation(self, service_name: ServiceType):
|
||||||
|
"""
|
||||||
|
Validate whether the service can be created.
|
||||||
|
"""
|
||||||
|
if service_name not in self.factories:
|
||||||
|
raise ValueError(
|
||||||
|
f"No factory registered for the service class '{service_name.name}'"
|
||||||
|
)
|
||||||
|
|
||||||
|
if (
|
||||||
|
ServiceType.SETTINGS_MANAGER not in self.factories
|
||||||
|
and service_name != ServiceType.SETTINGS_MANAGER
|
||||||
|
):
|
||||||
|
raise ValueError(
|
||||||
|
f"Cannot create service '{service_name.name}' before the settings service"
|
||||||
|
)
|
||||||
|
|
||||||
|
def update(self, service_name: ServiceType):
|
||||||
|
"""
|
||||||
|
Update a service by its name.
|
||||||
|
"""
|
||||||
|
if service_name in self.services:
|
||||||
|
self.services.pop(service_name, None)
|
||||||
|
self.get(service_name)
|
||||||
|
|
||||||
|
|
||||||
|
service_manager = ServiceManager()
|
||||||
|
|
||||||
|
|
||||||
|
def initialize_services():
|
||||||
|
"""
|
||||||
|
Initialize all the services needed.
|
||||||
|
"""
|
||||||
|
from langflow.services.database import factory as database_factory
|
||||||
|
from langflow.services.cache import factory as cache_factory
|
||||||
|
from langflow.services.chat import factory as chat_factory
|
||||||
|
from langflow.services.settings import factory as settings_factory
|
||||||
|
|
||||||
|
service_manager.register_factory(settings_factory.SettingsManagerFactory())
|
||||||
|
service_manager.register_factory(database_factory.DatabaseManagerFactory())
|
||||||
|
service_manager.register_factory(cache_factory.CacheManagerFactory())
|
||||||
|
service_manager.register_factory(chat_factory.ChatManagerFactory())
|
||||||
13
src/backend/langflow/services/schema.py
Normal file
13
src/backend/langflow/services/schema.py
Normal file
|
|
@ -0,0 +1,13 @@
|
||||||
|
from enum import Enum
|
||||||
|
|
||||||
|
|
||||||
|
class ServiceType(str, Enum):
|
||||||
|
"""
|
||||||
|
Enum for the different types of services that can be
|
||||||
|
registered with the service manager.
|
||||||
|
"""
|
||||||
|
|
||||||
|
CACHE_MANAGER = "cache_manager"
|
||||||
|
SETTINGS_MANAGER = "settings_manager"
|
||||||
|
DATABASE_MANAGER = "database_manager"
|
||||||
|
CHAT_MANAGER = "chat_manager"
|
||||||
3
src/backend/langflow/services/settings/__init__.py
Normal file
3
src/backend/langflow/services/settings/__init__.py
Normal file
|
|
@ -0,0 +1,3 @@
|
||||||
|
from . import factory, manager
|
||||||
|
|
||||||
|
__all__ = ["factory", "manager"]
|
||||||
168
src/backend/langflow/services/settings/base.py
Normal file
168
src/backend/langflow/services/settings/base.py
Normal file
|
|
@ -0,0 +1,168 @@
|
||||||
|
import contextlib
|
||||||
|
import json
|
||||||
|
import os
|
||||||
|
from typing import Optional, List
|
||||||
|
from pathlib import Path
|
||||||
|
|
||||||
|
import yaml
|
||||||
|
from pydantic import BaseSettings, root_validator, validator
|
||||||
|
from langflow.utils.logger import logger
|
||||||
|
|
||||||
|
BASE_COMPONENTS_PATH = str(Path(__file__).parent / "components")
|
||||||
|
|
||||||
|
|
||||||
|
class Settings(BaseSettings):
|
||||||
|
CHAINS: dict = {}
|
||||||
|
AGENTS: dict = {}
|
||||||
|
PROMPTS: dict = {}
|
||||||
|
LLMS: dict = {}
|
||||||
|
TOOLS: dict = {}
|
||||||
|
MEMORIES: dict = {}
|
||||||
|
EMBEDDINGS: dict = {}
|
||||||
|
VECTORSTORES: dict = {}
|
||||||
|
DOCUMENTLOADERS: dict = {}
|
||||||
|
WRAPPERS: dict = {}
|
||||||
|
RETRIEVERS: dict = {}
|
||||||
|
TOOLKITS: dict = {}
|
||||||
|
TEXTSPLITTERS: dict = {}
|
||||||
|
UTILITIES: dict = {}
|
||||||
|
OUTPUT_PARSERS: dict = {}
|
||||||
|
CUSTOM_COMPONENTS: dict = {}
|
||||||
|
|
||||||
|
DEV: bool = False
|
||||||
|
DATABASE_URL: Optional[str] = None
|
||||||
|
CACHE: str = "InMemoryCache"
|
||||||
|
REMOVE_API_KEYS: bool = False
|
||||||
|
COMPONENTS_PATH: List[str] = []
|
||||||
|
|
||||||
|
@validator("DATABASE_URL", pre=True)
|
||||||
|
def set_database_url(cls, value):
|
||||||
|
if not value:
|
||||||
|
logger.debug(
|
||||||
|
"No database_url provided, trying LANGFLOW_DATABASE_URL env variable"
|
||||||
|
)
|
||||||
|
if langflow_database_url := os.getenv("LANGFLOW_DATABASE_URL"):
|
||||||
|
value = langflow_database_url
|
||||||
|
logger.debug("Using LANGFLOW_DATABASE_URL env variable.")
|
||||||
|
else:
|
||||||
|
logger.debug("No DATABASE_URL env variable, using sqlite database")
|
||||||
|
value = "sqlite:///./langflow.db"
|
||||||
|
|
||||||
|
return value
|
||||||
|
|
||||||
|
@validator("COMPONENTS_PATH", pre=True)
|
||||||
|
def set_components_path(cls, value):
|
||||||
|
if os.getenv("LANGFLOW_COMPONENTS_PATH"):
|
||||||
|
logger.debug("Adding LANGFLOW_COMPONENTS_PATH to components_path")
|
||||||
|
langflow_component_path = os.getenv("LANGFLOW_COMPONENTS_PATH")
|
||||||
|
if (
|
||||||
|
Path(langflow_component_path).exists()
|
||||||
|
and langflow_component_path not in value
|
||||||
|
):
|
||||||
|
if isinstance(langflow_component_path, list):
|
||||||
|
for path in langflow_component_path:
|
||||||
|
if path not in value:
|
||||||
|
value.append(path)
|
||||||
|
logger.debug(
|
||||||
|
f"Extending {langflow_component_path} to components_path"
|
||||||
|
)
|
||||||
|
elif langflow_component_path not in value:
|
||||||
|
value.append(langflow_component_path)
|
||||||
|
logger.debug(
|
||||||
|
f"Appending {langflow_component_path} to components_path"
|
||||||
|
)
|
||||||
|
|
||||||
|
if not value:
|
||||||
|
value = [BASE_COMPONENTS_PATH]
|
||||||
|
logger.debug("Setting default components path to components_path")
|
||||||
|
elif BASE_COMPONENTS_PATH not in value:
|
||||||
|
value.append(BASE_COMPONENTS_PATH)
|
||||||
|
logger.debug("Adding default components path to components_path")
|
||||||
|
|
||||||
|
logger.debug(f"Components path: {value}")
|
||||||
|
return value
|
||||||
|
|
||||||
|
class Config:
|
||||||
|
validate_assignment = True
|
||||||
|
extra = "ignore"
|
||||||
|
env_prefix = "LANGFLOW_"
|
||||||
|
|
||||||
|
@root_validator(allow_reuse=True)
|
||||||
|
def validate_lists(cls, values):
|
||||||
|
for key, value in values.items():
|
||||||
|
if key != "dev" and not value:
|
||||||
|
values[key] = []
|
||||||
|
return values
|
||||||
|
|
||||||
|
def update_from_yaml(self, file_path: str, dev: bool = False):
|
||||||
|
new_settings = load_settings_from_yaml(file_path)
|
||||||
|
self.CHAINS = new_settings.CHAINS or {}
|
||||||
|
self.AGENTS = new_settings.AGENTS or {}
|
||||||
|
self.PROMPTS = new_settings.PROMPTS or {}
|
||||||
|
self.LLMS = new_settings.LLMS or {}
|
||||||
|
self.TOOLS = new_settings.TOOLS or {}
|
||||||
|
self.MEMORIES = new_settings.MEMORIES or {}
|
||||||
|
self.WRAPPERS = new_settings.WRAPPERS or {}
|
||||||
|
self.TOOLKITS = new_settings.TOOLKITS or {}
|
||||||
|
self.TEXTSPLITTERS = new_settings.TEXTSPLITTERS or {}
|
||||||
|
self.UTILITIES = new_settings.UTILITIES or {}
|
||||||
|
self.EMBEDDINGS = new_settings.EMBEDDINGS or {}
|
||||||
|
self.VECTORSTORES = new_settings.VECTORSTORES or {}
|
||||||
|
self.DOCUMENTLOADERS = new_settings.DOCUMENTLOADERS or {}
|
||||||
|
self.RETRIEVERS = new_settings.RETRIEVERS or {}
|
||||||
|
self.OUTPUT_PARSERS = new_settings.OUTPUT_PARSERS or {}
|
||||||
|
self.CUSTOM_COMPONENTS = new_settings.CUSTOM_COMPONENTS or {}
|
||||||
|
self.COMPONENTS_PATH = new_settings.COMPONENTS_PATH or []
|
||||||
|
self.DEV = dev
|
||||||
|
|
||||||
|
def update_settings(self, **kwargs):
|
||||||
|
logger.debug("Updating settings")
|
||||||
|
for key, value in kwargs.items():
|
||||||
|
# value may contain sensitive information, so we don't want to log it
|
||||||
|
if not hasattr(self, key):
|
||||||
|
logger.debug(f"Key {key} not found in settings")
|
||||||
|
continue
|
||||||
|
logger.debug(f"Updating {key}")
|
||||||
|
if isinstance(getattr(self, key), list):
|
||||||
|
# value might be a '[something]' string
|
||||||
|
with contextlib.suppress(json.decoder.JSONDecodeError):
|
||||||
|
value = json.loads(str(value))
|
||||||
|
if isinstance(value, list):
|
||||||
|
for item in value:
|
||||||
|
if item not in getattr(self, key):
|
||||||
|
getattr(self, key).append(item)
|
||||||
|
logger.debug(f"Extended {key}")
|
||||||
|
else:
|
||||||
|
getattr(self, key).append(value)
|
||||||
|
logger.debug(f"Appended {key}")
|
||||||
|
|
||||||
|
else:
|
||||||
|
setattr(self, key, value)
|
||||||
|
logger.debug(f"Updated {key}")
|
||||||
|
logger.debug(f"{key}: {getattr(self, key)}")
|
||||||
|
|
||||||
|
|
||||||
|
def save_settings_to_yaml(settings: Settings, file_path: str):
|
||||||
|
with open(file_path, "w") as f:
|
||||||
|
settings_dict = settings.dict()
|
||||||
|
yaml.dump(settings_dict, f)
|
||||||
|
|
||||||
|
|
||||||
|
def load_settings_from_yaml(file_path: str) -> Settings:
|
||||||
|
# Check if a string is a valid path or a file name
|
||||||
|
if "/" not in file_path:
|
||||||
|
# Get current path
|
||||||
|
current_path = os.path.dirname(os.path.abspath(__file__))
|
||||||
|
|
||||||
|
file_path = os.path.join(current_path, file_path)
|
||||||
|
|
||||||
|
with open(file_path, "r") as f:
|
||||||
|
settings_dict = yaml.safe_load(f)
|
||||||
|
settings_dict = {k.upper(): v for k, v in settings_dict.items()}
|
||||||
|
|
||||||
|
for key in settings_dict:
|
||||||
|
if key not in Settings.__fields__.keys():
|
||||||
|
raise KeyError(f"Key {key} not found in settings")
|
||||||
|
logger.debug(f"Loading {len(settings_dict[key])} {key} from {file_path}")
|
||||||
|
|
||||||
|
return Settings(**settings_dict)
|
||||||
15
src/backend/langflow/services/settings/factory.py
Normal file
15
src/backend/langflow/services/settings/factory.py
Normal file
|
|
@ -0,0 +1,15 @@
|
||||||
|
from pathlib import Path
|
||||||
|
from langflow.services.settings.manager import SettingsManager
|
||||||
|
from langflow.services.factory import ServiceFactory
|
||||||
|
|
||||||
|
|
||||||
|
class SettingsManagerFactory(ServiceFactory):
|
||||||
|
def __init__(self):
|
||||||
|
super().__init__(SettingsManager)
|
||||||
|
|
||||||
|
def create(self):
|
||||||
|
# Here you would have logic to create and configure a SettingsManager
|
||||||
|
langflow_dir = Path(__file__).parent.parent.parent
|
||||||
|
return SettingsManager.load_settings_from_yaml(
|
||||||
|
str(langflow_dir / "config.yaml")
|
||||||
|
)
|
||||||
36
src/backend/langflow/services/settings/manager.py
Normal file
36
src/backend/langflow/services/settings/manager.py
Normal file
|
|
@ -0,0 +1,36 @@
|
||||||
|
from langflow.services.base import Service
|
||||||
|
from langflow.services.settings.base import Settings
|
||||||
|
from langflow.utils.logger import logger
|
||||||
|
import os
|
||||||
|
import yaml
|
||||||
|
|
||||||
|
|
||||||
|
class SettingsManager(Service):
|
||||||
|
name = "settings_manager"
|
||||||
|
|
||||||
|
def __init__(self, settings: Settings):
|
||||||
|
super().__init__()
|
||||||
|
self.settings = settings
|
||||||
|
|
||||||
|
@classmethod
|
||||||
|
def load_settings_from_yaml(cls, file_path: str) -> "SettingsManager":
|
||||||
|
# Check if a string is a valid path or a file name
|
||||||
|
if "/" not in file_path:
|
||||||
|
# Get current path
|
||||||
|
current_path = os.path.dirname(os.path.abspath(__file__))
|
||||||
|
|
||||||
|
file_path = os.path.join(current_path, file_path)
|
||||||
|
|
||||||
|
with open(file_path, "r") as f:
|
||||||
|
settings_dict = yaml.safe_load(f)
|
||||||
|
settings_dict = {k.upper(): v for k, v in settings_dict.items()}
|
||||||
|
|
||||||
|
for key in settings_dict:
|
||||||
|
if key not in Settings.__fields__.keys():
|
||||||
|
raise KeyError(f"Key {key} not found in settings")
|
||||||
|
logger.debug(
|
||||||
|
f"Loading {len(settings_dict[key])} {key} from {file_path}"
|
||||||
|
)
|
||||||
|
|
||||||
|
settings = Settings(**settings_dict)
|
||||||
|
return cls(settings)
|
||||||
18
src/backend/langflow/services/utils.py
Normal file
18
src/backend/langflow/services/utils.py
Normal file
|
|
@ -0,0 +1,18 @@
|
||||||
|
from langflow.services import ServiceType, service_manager
|
||||||
|
from typing import TYPE_CHECKING
|
||||||
|
|
||||||
|
if TYPE_CHECKING:
|
||||||
|
from langflow.services.settings.manager import SettingsManager
|
||||||
|
|
||||||
|
|
||||||
|
def get_settings_manager() -> "SettingsManager":
|
||||||
|
return service_manager.get(ServiceType.SETTINGS_MANAGER)
|
||||||
|
|
||||||
|
|
||||||
|
def get_db_manager():
|
||||||
|
return service_manager.get(ServiceType.DATABASE_MANAGER)
|
||||||
|
|
||||||
|
|
||||||
|
def get_session():
|
||||||
|
db_manager = service_manager.get(ServiceType.DATABASE_MANAGER)
|
||||||
|
yield from db_manager.get_session()
|
||||||
|
|
@ -12,8 +12,11 @@ class UtilitiesFrontendNode(FrontendNode):
|
||||||
FrontendNode.format_field(field, name)
|
FrontendNode.format_field(field, name)
|
||||||
# field.field_type could be "Literal['news', 'search', 'places', 'images']
|
# field.field_type could be "Literal['news', 'search', 'places', 'images']
|
||||||
# we need to convert it to a list
|
# we need to convert it to a list
|
||||||
|
# It seems it could also be like "typing_extensions.['news', 'search', 'places', 'images']"
|
||||||
if "Literal" in field.field_type:
|
if "Literal" in field.field_type:
|
||||||
field.options = ast.literal_eval(field.field_type.replace("Literal", ""))
|
field_type = field.field_type.replace("typing_extensions.", "")
|
||||||
|
field_type = field_type.replace("Literal", "")
|
||||||
|
field.options = ast.literal_eval(field_type)
|
||||||
field.is_list = True
|
field.is_list = True
|
||||||
field.field_type = "str"
|
field.field_type = "str"
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -4,6 +4,52 @@ from langflow.template.field.base import TemplateField
|
||||||
from langflow.template.frontend_node.base import FrontendNode
|
from langflow.template.frontend_node.base import FrontendNode
|
||||||
|
|
||||||
|
|
||||||
|
BASIC_FIELDS = [
|
||||||
|
"work_dir",
|
||||||
|
"collection_name",
|
||||||
|
"api_key",
|
||||||
|
"location",
|
||||||
|
"persist_directory",
|
||||||
|
"persist",
|
||||||
|
"weaviate_url",
|
||||||
|
"index_name",
|
||||||
|
"namespace",
|
||||||
|
"folder_path",
|
||||||
|
"table_name",
|
||||||
|
"query_name",
|
||||||
|
"supabase_url",
|
||||||
|
"supabase_service_key",
|
||||||
|
"mongodb_atlas_cluster_uri",
|
||||||
|
"collection_name",
|
||||||
|
"db_name",
|
||||||
|
]
|
||||||
|
ADVANCED_FIELDS = [
|
||||||
|
"n_dim",
|
||||||
|
"key",
|
||||||
|
"prefix",
|
||||||
|
"distance_func",
|
||||||
|
"content_payload_key",
|
||||||
|
"metadata_payload_key",
|
||||||
|
"timeout",
|
||||||
|
"host",
|
||||||
|
"path",
|
||||||
|
"url",
|
||||||
|
"port",
|
||||||
|
"https",
|
||||||
|
"prefer_grpc",
|
||||||
|
"grpc_port",
|
||||||
|
"pinecone_api_key",
|
||||||
|
"pinecone_env",
|
||||||
|
"client_kwargs",
|
||||||
|
"search_kwargs",
|
||||||
|
"chroma_server_host",
|
||||||
|
"chroma_server_http_port",
|
||||||
|
"chroma_server_ssl_enabled",
|
||||||
|
"chroma_server_grpc_port",
|
||||||
|
"chroma_server_cors_allow_origins",
|
||||||
|
]
|
||||||
|
|
||||||
|
|
||||||
class VectorStoreFrontendNode(FrontendNode):
|
class VectorStoreFrontendNode(FrontendNode):
|
||||||
def add_extra_fields(self) -> None:
|
def add_extra_fields(self) -> None:
|
||||||
extra_fields: List[TemplateField] = []
|
extra_fields: List[TemplateField] = []
|
||||||
|
|
@ -45,16 +91,62 @@ class VectorStoreFrontendNode(FrontendNode):
|
||||||
|
|
||||||
elif self.template.type_name == "Chroma":
|
elif self.template.type_name == "Chroma":
|
||||||
# New bool field for persist parameter
|
# New bool field for persist parameter
|
||||||
extra_field = TemplateField(
|
chroma_fields = [
|
||||||
name="persist",
|
TemplateField(
|
||||||
field_type="bool",
|
name="persist",
|
||||||
required=False,
|
field_type="bool",
|
||||||
show=True,
|
required=False,
|
||||||
advanced=False,
|
show=True,
|
||||||
value=False,
|
advanced=False,
|
||||||
display_name="Persist",
|
value=False,
|
||||||
)
|
display_name="Persist",
|
||||||
extra_fields.append(extra_field)
|
),
|
||||||
|
# chroma_server_grpc_port: str | None = None,
|
||||||
|
TemplateField(
|
||||||
|
name="chroma_server_host",
|
||||||
|
field_type="str",
|
||||||
|
required=False,
|
||||||
|
show=True,
|
||||||
|
advanced=True,
|
||||||
|
display_name="Chroma Server Host",
|
||||||
|
),
|
||||||
|
TemplateField(
|
||||||
|
name="chroma_server_http_port",
|
||||||
|
field_type="str",
|
||||||
|
required=False,
|
||||||
|
show=True,
|
||||||
|
advanced=True,
|
||||||
|
display_name="Chroma Server HTTP Port",
|
||||||
|
),
|
||||||
|
TemplateField(
|
||||||
|
name="chroma_server_ssl_enabled",
|
||||||
|
field_type="bool",
|
||||||
|
required=False,
|
||||||
|
show=True,
|
||||||
|
advanced=True,
|
||||||
|
value=False,
|
||||||
|
display_name="Chroma Server SSL Enabled",
|
||||||
|
),
|
||||||
|
TemplateField(
|
||||||
|
name="chroma_server_grpc_port",
|
||||||
|
field_type="str",
|
||||||
|
required=False,
|
||||||
|
show=True,
|
||||||
|
advanced=True,
|
||||||
|
display_name="Chroma Server GRPC Port",
|
||||||
|
),
|
||||||
|
TemplateField(
|
||||||
|
name="chroma_server_cors_allow_origins",
|
||||||
|
field_type="str",
|
||||||
|
required=False,
|
||||||
|
is_list=True,
|
||||||
|
show=True,
|
||||||
|
advanced=True,
|
||||||
|
display_name="Chroma Server CORS Allow Origins",
|
||||||
|
),
|
||||||
|
]
|
||||||
|
|
||||||
|
extra_fields.extend(chroma_fields)
|
||||||
elif self.template.type_name == "Pinecone":
|
elif self.template.type_name == "Pinecone":
|
||||||
# add pinecone_api_key and pinecone_env
|
# add pinecone_api_key and pinecone_env
|
||||||
extra_field = TemplateField(
|
extra_field = TemplateField(
|
||||||
|
|
@ -208,45 +300,6 @@ class VectorStoreFrontendNode(FrontendNode):
|
||||||
def format_field(field: TemplateField, name: Optional[str] = None) -> None:
|
def format_field(field: TemplateField, name: Optional[str] = None) -> None:
|
||||||
FrontendNode.format_field(field, name)
|
FrontendNode.format_field(field, name)
|
||||||
# Define common field attributes
|
# Define common field attributes
|
||||||
basic_fields = [
|
|
||||||
"work_dir",
|
|
||||||
"collection_name",
|
|
||||||
"api_key",
|
|
||||||
"location",
|
|
||||||
"persist_directory",
|
|
||||||
"persist",
|
|
||||||
"weaviate_url",
|
|
||||||
"index_name",
|
|
||||||
"namespace",
|
|
||||||
"folder_path",
|
|
||||||
"table_name",
|
|
||||||
"query_name",
|
|
||||||
"supabase_url",
|
|
||||||
"supabase_service_key",
|
|
||||||
"mongodb_atlas_cluster_uri",
|
|
||||||
"collection_name",
|
|
||||||
"db_name",
|
|
||||||
]
|
|
||||||
advanced_fields = [
|
|
||||||
"n_dim",
|
|
||||||
"key",
|
|
||||||
"prefix",
|
|
||||||
"distance_func",
|
|
||||||
"content_payload_key",
|
|
||||||
"metadata_payload_key",
|
|
||||||
"timeout",
|
|
||||||
"host",
|
|
||||||
"path",
|
|
||||||
"url",
|
|
||||||
"port",
|
|
||||||
"https",
|
|
||||||
"prefer_grpc",
|
|
||||||
"grpc_port",
|
|
||||||
"pinecone_api_key",
|
|
||||||
"pinecone_env",
|
|
||||||
"client_kwargs",
|
|
||||||
"search_kwargs",
|
|
||||||
]
|
|
||||||
|
|
||||||
# Check and set field attributes
|
# Check and set field attributes
|
||||||
if field.name == "texts":
|
if field.name == "texts":
|
||||||
|
|
@ -269,7 +322,7 @@ class VectorStoreFrontendNode(FrontendNode):
|
||||||
field.display_name = "Embedding"
|
field.display_name = "Embedding"
|
||||||
field.field_type = "Embeddings"
|
field.field_type = "Embeddings"
|
||||||
|
|
||||||
elif field.name in basic_fields:
|
elif field.name in BASIC_FIELDS:
|
||||||
field.show = True
|
field.show = True
|
||||||
field.advanced = False
|
field.advanced = False
|
||||||
if field.name == "api_key":
|
if field.name == "api_key":
|
||||||
|
|
@ -279,7 +332,7 @@ class VectorStoreFrontendNode(FrontendNode):
|
||||||
field.value = ":memory:"
|
field.value = ":memory:"
|
||||||
field.placeholder = ":memory:"
|
field.placeholder = ":memory:"
|
||||||
|
|
||||||
elif field.name in advanced_fields:
|
elif field.name in ADVANCED_FIELDS:
|
||||||
field.show = True
|
field.show = True
|
||||||
field.advanced = True
|
field.advanced = True
|
||||||
if "key" in field.name:
|
if "key" in field.name:
|
||||||
|
|
|
||||||
15
src/backend/langflow/utils/lazy_load.py
Normal file
15
src/backend/langflow/utils/lazy_load.py
Normal file
|
|
@ -0,0 +1,15 @@
|
||||||
|
class LazyLoadDictBase:
|
||||||
|
def __init__(self):
|
||||||
|
self._all_types_dict = None
|
||||||
|
|
||||||
|
@property
|
||||||
|
def all_types_dict(self):
|
||||||
|
if self._all_types_dict is None:
|
||||||
|
self._all_types_dict = self._build_dict()
|
||||||
|
return self._all_types_dict
|
||||||
|
|
||||||
|
def _build_dict(self):
|
||||||
|
raise NotImplementedError
|
||||||
|
|
||||||
|
def get_type_dict(self):
|
||||||
|
raise NotImplementedError
|
||||||
|
|
@ -1 +1,2 @@
|
||||||
**/node_modules
|
**/node_modules
|
||||||
|
**/build
|
||||||
|
|
@ -82,13 +82,15 @@ export default function BuildTrigger({
|
||||||
const parsedData = JSON.parse(event.data);
|
const parsedData = JSON.parse(event.data);
|
||||||
// if the event is the end of the stream, close the connection
|
// if the event is the end of the stream, close the connection
|
||||||
if (parsedData.end_of_stream) {
|
if (parsedData.end_of_stream) {
|
||||||
|
// Close the connection and finish
|
||||||
|
finished = true;
|
||||||
eventSource.close();
|
eventSource.close();
|
||||||
|
|
||||||
return;
|
return;
|
||||||
} else if (parsedData.log) {
|
} else if (parsedData.log) {
|
||||||
// If the event is a log, log it
|
// If the event is a log, log it
|
||||||
setSuccessData({ title: parsedData.log });
|
setSuccessData({ title: parsedData.log });
|
||||||
} else if (parsedData.input_keys) {
|
} else if (parsedData.input_keys !== undefined) {
|
||||||
setTabsState((old) => {
|
setTabsState((old) => {
|
||||||
return {
|
return {
|
||||||
...old,
|
...old,
|
||||||
|
|
|
||||||
|
|
@ -62,8 +62,7 @@ export default function Chat({ flow }: ChatType) {
|
||||||
tabsState &&
|
tabsState &&
|
||||||
tabsState[flow.id] &&
|
tabsState[flow.id] &&
|
||||||
tabsState[flow.id].formKeysData &&
|
tabsState[flow.id].formKeysData &&
|
||||||
tabsState[flow.id].formKeysData.input_keys &&
|
tabsState[flow.id].formKeysData.input_keys !== null
|
||||||
Object.keys(tabsState[flow.id].formKeysData.input_keys).length > 0
|
|
||||||
) {
|
) {
|
||||||
setCanOpen(true);
|
setCanOpen(true);
|
||||||
} else {
|
} else {
|
||||||
|
|
|
||||||
|
|
@ -74,7 +74,7 @@ const ApiModal = forwardRef(
|
||||||
{
|
{
|
||||||
name: "Chat Widget HTML",
|
name: "Chat Widget HTML",
|
||||||
description:
|
description:
|
||||||
"Insert this code anywhere in your <body> tag. To use with react and other libs, check our <a class='link-color' href='https://langflow.org/guidelines/widget'>documentation</a>.",
|
"Insert this code anywhere in your <body> tag. To use with react and other libs, check our <a class='link-color' href='https://docs.langflow.org/guidelines/widget'>documentation</a>.",
|
||||||
mode: "html",
|
mode: "html",
|
||||||
image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
|
image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
|
||||||
language: "py",
|
language: "py",
|
||||||
|
|
@ -127,7 +127,7 @@ const ApiModal = forwardRef(
|
||||||
{
|
{
|
||||||
name: "Chat Widget HTML",
|
name: "Chat Widget HTML",
|
||||||
description:
|
description:
|
||||||
"Insert this code anywhere in your <body> tag. To use with react and other libs, check our <a class='link-color' href='https://langflow.org/guidelines/widget'>documentation</a>.",
|
"Insert this code anywhere in your <body> tag. To use with react and other libs, check our <a class='link-color' href='https://docs.langflow.org/guidelines/widget'>documentation</a>.",
|
||||||
mode: "html",
|
mode: "html",
|
||||||
image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
|
image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
|
||||||
language: "py",
|
language: "py",
|
||||||
|
|
@ -168,7 +168,7 @@ const ApiModal = forwardRef(
|
||||||
{
|
{
|
||||||
name: "Chat Widget HTML",
|
name: "Chat Widget HTML",
|
||||||
description:
|
description:
|
||||||
"Insert this code anywhere in your <body> tag. To use with react and other libs, check our <a class='link-color' href='https://langflow.org/guidelines/widget'>documentation</a>.",
|
"Insert this code anywhere in your <body> tag. To use with react and other libs, check our <a class='link-color' href='https://docs.langflow.org/guidelines/widget'>documentation</a>.",
|
||||||
mode: "html",
|
mode: "html",
|
||||||
image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
|
image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
|
||||||
language: "py",
|
language: "py",
|
||||||
|
|
|
||||||
|
|
@ -67,14 +67,17 @@ export default function FormModal({
|
||||||
const id = useRef(flow.id);
|
const id = useRef(flow.id);
|
||||||
const tabsStateFlowId = tabsState[flow.id];
|
const tabsStateFlowId = tabsState[flow.id];
|
||||||
const tabsStateFlowIdFormKeysData = tabsStateFlowId.formKeysData;
|
const tabsStateFlowIdFormKeysData = tabsStateFlowId.formKeysData;
|
||||||
const [chatKey, setChatKey] = useState(
|
const [chatKey, setChatKey] = useState(() => {
|
||||||
Object.keys(tabsState[flow.id].formKeysData.input_keys).find(
|
if (tabsState[flow.id]?.formKeysData?.input_keys) {
|
||||||
(key) =>
|
return Object.keys(tabsState[flow.id].formKeysData.input_keys).find(
|
||||||
!tabsState[flow.id].formKeysData.handle_keys.some((j) => j === key) &&
|
(k) =>
|
||||||
tabsState[flow.id].formKeysData.input_keys[key] === ""
|
!tabsState[flow.id].formKeysData.handle_keys.some((j) => j === k) &&
|
||||||
)
|
tabsState[flow.id].formKeysData.input_keys[k] === ""
|
||||||
);
|
);
|
||||||
|
}
|
||||||
|
// TODO: return a sensible default
|
||||||
|
return "";
|
||||||
|
});
|
||||||
useEffect(() => {
|
useEffect(() => {
|
||||||
if (messagesRef.current) {
|
if (messagesRef.current) {
|
||||||
messagesRef.current.scrollTop = messagesRef.current.scrollHeight;
|
messagesRef.current.scrollTop = messagesRef.current.scrollHeight;
|
||||||
|
|
@ -419,70 +422,72 @@ export default function FormModal({
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
{Object.keys(tabsState[id.current].formKeysData.input_keys).map(
|
{tabsState[id.current]?.formKeysData?.input_keys
|
||||||
(key, index) => (
|
? Object.keys(
|
||||||
<div className="file-component-accordion-div" key={index}>
|
tabsState[id.current].formKeysData.input_keys
|
||||||
<AccordionComponent
|
).map((i, k) => (
|
||||||
trigger={
|
<div className="file-component-accordion-div" key={k}>
|
||||||
<div className="file-component-badge-div">
|
<AccordionComponent
|
||||||
<Badge variant="gray" size="md">
|
trigger={
|
||||||
{key}
|
<div className="file-component-badge-div">
|
||||||
</Badge>
|
<Badge variant="gray" size="md">
|
||||||
|
{i}
|
||||||
|
</Badge>
|
||||||
|
|
||||||
<div
|
<div
|
||||||
className="-mb-1"
|
className="-mb-1"
|
||||||
onClick={(event) => {
|
onClick={(event) => {
|
||||||
event.stopPropagation();
|
event.stopPropagation();
|
||||||
|
}}
|
||||||
|
>
|
||||||
|
<ToggleShadComponent
|
||||||
|
enabled={chatKey === i}
|
||||||
|
setEnabled={(value) =>
|
||||||
|
handleOnCheckedChange(value, i)
|
||||||
|
}
|
||||||
|
size="small"
|
||||||
|
disabled={tabsState[
|
||||||
|
id.current
|
||||||
|
].formKeysData.handle_keys.some((t) => t === i)}
|
||||||
|
/>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
}
|
||||||
|
key={k}
|
||||||
|
keyValue={i}
|
||||||
|
>
|
||||||
|
<div className="file-component-tab-column">
|
||||||
|
{tabsState[id.current].formKeysData.handle_keys.some(
|
||||||
|
(t) => t === i
|
||||||
|
) && (
|
||||||
|
<div className="font-normal text-muted-foreground ">
|
||||||
|
Source: Component
|
||||||
|
</div>
|
||||||
|
)}
|
||||||
|
<Textarea
|
||||||
|
className="custom-scroll"
|
||||||
|
value={
|
||||||
|
tabsState[id.current].formKeysData.input_keys[i]
|
||||||
|
}
|
||||||
|
onChange={(e) => {
|
||||||
|
setTabsState((old) => {
|
||||||
|
let newTabsState = _.cloneDeep(old);
|
||||||
|
newTabsState[
|
||||||
|
id.current
|
||||||
|
].formKeysData.input_keys[i] = e.target.value;
|
||||||
|
return newTabsState;
|
||||||
|
});
|
||||||
}}
|
}}
|
||||||
>
|
disabled={chatKey === i}
|
||||||
<ToggleShadComponent
|
placeholder="Enter text..."
|
||||||
enabled={chatKey === key}
|
></Textarea>
|
||||||
setEnabled={(value) =>
|
|
||||||
handleOnCheckedChange(value, key)
|
|
||||||
}
|
|
||||||
size="small"
|
|
||||||
disabled={tabsState[
|
|
||||||
id.current
|
|
||||||
].formKeysData.handle_keys.some((t) => t === key)}
|
|
||||||
/>
|
|
||||||
</div>
|
|
||||||
</div>
|
</div>
|
||||||
}
|
</AccordionComponent>
|
||||||
key={index}
|
</div>
|
||||||
keyValue={key}
|
))
|
||||||
>
|
: null}
|
||||||
<div className="file-component-tab-column">
|
{tabsState[id.current].formKeysData.memory_keys.map((i, k) => (
|
||||||
{tabsState[id.current].formKeysData.handle_keys.some(
|
<div className="file-component-accordion-div" key={k}>
|
||||||
(t) => t === key
|
|
||||||
) && (
|
|
||||||
<div className="font-normal text-muted-foreground ">
|
|
||||||
Source: Component
|
|
||||||
</div>
|
|
||||||
)}
|
|
||||||
<Textarea
|
|
||||||
className="custom-scroll"
|
|
||||||
value={
|
|
||||||
tabsState[id.current].formKeysData.input_keys[key]
|
|
||||||
}
|
|
||||||
onChange={(event) => {
|
|
||||||
setTabsState((old) => {
|
|
||||||
let newTabsState = _.cloneDeep(old);
|
|
||||||
newTabsState[id.current].formKeysData.input_keys[
|
|
||||||
key
|
|
||||||
] = event.target.value;
|
|
||||||
return newTabsState;
|
|
||||||
});
|
|
||||||
}}
|
|
||||||
disabled={chatKey === key}
|
|
||||||
placeholder="Enter text..."
|
|
||||||
></Textarea>
|
|
||||||
</div>
|
|
||||||
</AccordionComponent>
|
|
||||||
</div>
|
|
||||||
)
|
|
||||||
)}
|
|
||||||
{tabsState[id.current].formKeysData.memory_keys.map((key, index) => (
|
|
||||||
<div className="file-component-accordion-div" key={index}>
|
|
||||||
<AccordionComponent
|
<AccordionComponent
|
||||||
trigger={
|
trigger={
|
||||||
<div className="file-component-badge-div">
|
<div className="file-component-badge-div">
|
||||||
|
|
|
||||||
|
|
@ -107,7 +107,10 @@ export function groupByFamily(data, baseClasses, left, flow?: NodeType[]) {
|
||||||
template.type &&
|
template.type &&
|
||||||
template.show &&
|
template.show &&
|
||||||
((!excludeTypes.has(template.type) && baseClassesSet.has(template.type)) ||
|
((!excludeTypes.has(template.type) && baseClassesSet.has(template.type)) ||
|
||||||
(template.input_types && template.input_types.some((inputType) => baseClassesSet.has(inputType))));
|
(template.input_types &&
|
||||||
|
template.input_types.some((inputType) =>
|
||||||
|
baseClassesSet.has(inputType)
|
||||||
|
)));
|
||||||
|
|
||||||
if (flow) {
|
if (flow) {
|
||||||
for (const node of flow) {
|
for (const node of flow) {
|
||||||
|
|
@ -119,7 +122,9 @@ export function groupByFamily(data, baseClasses, left, flow?: NodeType[]) {
|
||||||
Object.values(nodeData.node.template).some(checkBaseClass),
|
Object.values(nodeData.node.template).some(checkBaseClass),
|
||||||
hasBaseClassInBaseClasses:
|
hasBaseClassInBaseClasses:
|
||||||
foundNode?.hasBaseClassInBaseClasses ||
|
foundNode?.hasBaseClassInBaseClasses ||
|
||||||
nodeData.node.base_classes.some((baseClass) => baseClassesSet.has(baseClass)),
|
nodeData.node.base_classes.some((baseClass) =>
|
||||||
|
baseClassesSet.has(baseClass)
|
||||||
|
),
|
||||||
});
|
});
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
@ -248,6 +253,27 @@ export function buildTweakObject(tweak) {
|
||||||
return tweakString;
|
return tweakString;
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Function to get Chat Input Field
|
||||||
|
* @param {FlowType} flow - The current flow.
|
||||||
|
* @param {TabsState} tabsState - The current tabs state.
|
||||||
|
* @returns {string} - The chat input field
|
||||||
|
*/
|
||||||
|
export function getChatInputField(flow: FlowType, tabsState?: TabsState) {
|
||||||
|
let chat_input_field = "text";
|
||||||
|
|
||||||
|
if (
|
||||||
|
tabsState[flow.id] &&
|
||||||
|
tabsState[flow.id].formKeysData &&
|
||||||
|
tabsState[flow.id].formKeysData.input_keys
|
||||||
|
) {
|
||||||
|
chat_input_field = Object.keys(
|
||||||
|
tabsState[flow.id].formKeysData.input_keys
|
||||||
|
)[0];
|
||||||
|
}
|
||||||
|
return chat_input_field;
|
||||||
|
}
|
||||||
|
|
||||||
/**
|
/**
|
||||||
* Function to get the python code for the API
|
* Function to get the python code for the API
|
||||||
* @param {string} flowId - The id of the flow
|
* @param {string} flowId - The id of the flow
|
||||||
|
|
@ -365,6 +391,7 @@ export function getWidgetCode(flow: FlowType, tabsState?: TabsState): string {
|
||||||
const flowId = flow.id;
|
const flowId = flow.id;
|
||||||
const flowName = flow.name;
|
const flowName = flow.name;
|
||||||
const inputs = buildInputs(tabsState, flow.id);
|
const inputs = buildInputs(tabsState, flow.id);
|
||||||
|
let chat_input_field = getChatInputField(flow, tabsState);
|
||||||
|
|
||||||
return `<script src="https://cdn.jsdelivr.net/gh/logspace-ai/langflow-embedded-chat@main/dist/build/static/js/bundle.min.js"></script>
|
return `<script src="https://cdn.jsdelivr.net/gh/logspace-ai/langflow-embedded-chat@main/dist/build/static/js/bundle.min.js"></script>
|
||||||
|
|
||||||
|
|
@ -377,11 +404,9 @@ chat_input_field: Input key that you want the chat to send the user message with
|
||||||
${
|
${
|
||||||
tabsState[flow.id] && tabsState[flow.id].formKeysData
|
tabsState[flow.id] && tabsState[flow.id].formKeysData
|
||||||
? `chat_inputs='${inputs}'
|
? `chat_inputs='${inputs}'
|
||||||
chat_input_field="${
|
chat_input_field="${chat_input_field}"
|
||||||
Object.keys(tabsState[flow.id].formKeysData.input_keys)[0]
|
|
||||||
}"
|
|
||||||
`
|
`
|
||||||
: ""
|
: ""
|
||||||
}host_url="http://localhost:7860"
|
}host_url="http://localhost:7860"
|
||||||
></langflow-chat>`;
|
></langflow-chat>`;
|
||||||
}
|
}
|
||||||
|
|
|
||||||
|
|
@ -1,7 +1,7 @@
|
||||||
from contextlib import contextmanager
|
from contextlib import contextmanager
|
||||||
import json
|
import json
|
||||||
from pathlib import Path
|
from pathlib import Path
|
||||||
from typing import AsyncGenerator
|
from typing import AsyncGenerator, TYPE_CHECKING
|
||||||
from langflow.api.v1.flows import get_session
|
from langflow.api.v1.flows import get_session
|
||||||
|
|
||||||
from langflow.graph.graph.base import Graph
|
from langflow.graph.graph.base import Graph
|
||||||
|
|
@ -10,6 +10,10 @@ from fastapi.testclient import TestClient
|
||||||
from httpx import AsyncClient
|
from httpx import AsyncClient
|
||||||
from sqlmodel import SQLModel, Session, create_engine
|
from sqlmodel import SQLModel, Session, create_engine
|
||||||
from sqlmodel.pool import StaticPool
|
from sqlmodel.pool import StaticPool
|
||||||
|
from typer.testing import CliRunner
|
||||||
|
|
||||||
|
if TYPE_CHECKING:
|
||||||
|
from langflow.services.database.manager import DatabaseManager
|
||||||
|
|
||||||
|
|
||||||
def pytest_configure():
|
def pytest_configure():
|
||||||
|
|
@ -114,8 +118,8 @@ def client_fixture(session: Session):
|
||||||
app = create_app()
|
app = create_app()
|
||||||
|
|
||||||
app.dependency_overrides[get_session] = get_session_override
|
app.dependency_overrides[get_session] = get_session_override
|
||||||
|
with TestClient(app) as client:
|
||||||
yield TestClient(app)
|
yield client
|
||||||
app.dependency_overrides.clear()
|
app.dependency_overrides.clear()
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -134,15 +138,20 @@ def client_fixture(session: Session):
|
||||||
|
|
||||||
# create a fixture for session_getter above
|
# create a fixture for session_getter above
|
||||||
@pytest.fixture(name="session_getter")
|
@pytest.fixture(name="session_getter")
|
||||||
def session_getter_fixture():
|
def session_getter_fixture(client):
|
||||||
engine = create_engine(
|
engine = create_engine(
|
||||||
"sqlite://", connect_args={"check_same_thread": False}, poolclass=StaticPool
|
"sqlite://", connect_args={"check_same_thread": False}, poolclass=StaticPool
|
||||||
)
|
)
|
||||||
SQLModel.metadata.create_all(engine)
|
SQLModel.metadata.create_all(engine)
|
||||||
|
|
||||||
@contextmanager
|
@contextmanager
|
||||||
def blank_session_getter():
|
def blank_session_getter(db_manager: "DatabaseManager"):
|
||||||
with Session(engine) as session:
|
with Session(db_manager.engine) as session:
|
||||||
yield session
|
yield session
|
||||||
|
|
||||||
yield blank_session_getter
|
yield blank_session_getter
|
||||||
|
|
||||||
|
|
||||||
|
@pytest.fixture
|
||||||
|
def runner():
|
||||||
|
return CliRunner()
|
||||||
|
|
|
||||||
|
|
@ -2,7 +2,7 @@ from io import StringIO
|
||||||
|
|
||||||
import pandas as pd
|
import pandas as pd
|
||||||
import pytest
|
import pytest
|
||||||
from langflow.cache.manager import CacheManager
|
from langflow.services.cache.manager import CacheManager
|
||||||
from PIL import Image
|
from PIL import Image
|
||||||
|
|
||||||
|
|
||||||
|
|
|
||||||
30
tests/test_cli.py
Normal file
30
tests/test_cli.py
Normal file
|
|
@ -0,0 +1,30 @@
|
||||||
|
from pathlib import Path
|
||||||
|
from tempfile import tempdir
|
||||||
|
from langflow.__main__ import app
|
||||||
|
import pytest
|
||||||
|
|
||||||
|
from langflow.services import utils
|
||||||
|
|
||||||
|
|
||||||
|
@pytest.fixture(scope="module")
|
||||||
|
def default_settings():
|
||||||
|
return [
|
||||||
|
"--backend-only",
|
||||||
|
"--no-open-browser",
|
||||||
|
]
|
||||||
|
|
||||||
|
|
||||||
|
def test_components_path(runner, client, default_settings):
|
||||||
|
# Create a foldr in the tmp directory
|
||||||
|
temp_dir = Path(tempdir)
|
||||||
|
# create a "components" folder
|
||||||
|
temp_dir = temp_dir / "components"
|
||||||
|
temp_dir.mkdir(exist_ok=True)
|
||||||
|
|
||||||
|
result = runner.invoke(
|
||||||
|
app,
|
||||||
|
["--components-path", str(temp_dir), *default_settings],
|
||||||
|
)
|
||||||
|
assert result.exit_code == 0, result.stdout
|
||||||
|
settings_manager = utils.get_settings_manager()
|
||||||
|
assert temp_dir in settings_manager.settings.COMPONENTS_PATH
|
||||||
|
|
@ -5,7 +5,7 @@ from uuid import uuid4
|
||||||
|
|
||||||
|
|
||||||
from fastapi import HTTPException
|
from fastapi import HTTPException
|
||||||
from langflow.database.models.flow import Flow, FlowCreate
|
from langflow.services.database.models.flow import Flow, FlowCreate
|
||||||
from langflow.interface.custom.base import CustomComponent
|
from langflow.interface.custom.base import CustomComponent
|
||||||
from langflow.interface.custom.component import (
|
from langflow.interface.custom.component import (
|
||||||
Component,
|
Component,
|
||||||
|
|
|
||||||
|
|
@ -5,16 +5,9 @@ from uuid import UUID, uuid4
|
||||||
from sqlalchemy.orm import Session
|
from sqlalchemy.orm import Session
|
||||||
|
|
||||||
from fastapi.testclient import TestClient
|
from fastapi.testclient import TestClient
|
||||||
from fastapi.encoders import jsonable_encoder
|
|
||||||
|
|
||||||
from langflow.api.v1.schemas import FlowListCreate
|
from langflow.api.v1.schemas import FlowListCreate
|
||||||
from langflow.database.models.flow import Flow, FlowCreate, FlowUpdate
|
from langflow.services.database.models.flow import Flow, FlowCreate, FlowUpdate
|
||||||
|
|
||||||
from langflow.database.models.flow_style import (
|
|
||||||
FlowStyleCreate,
|
|
||||||
FlowStyleRead,
|
|
||||||
FlowStyleUpdate,
|
|
||||||
)
|
|
||||||
|
|
||||||
|
|
||||||
@pytest.fixture(scope="module")
|
@pytest.fixture(scope="module")
|
||||||
|
|
@ -56,33 +49,12 @@ def test_read_flows(client: TestClient, json_flow: str):
|
||||||
assert response.json()["name"] == flow.name
|
assert response.json()["name"] == flow.name
|
||||||
assert response.json()["data"] == flow.data
|
assert response.json()["data"] == flow.data
|
||||||
|
|
||||||
flow_style = FlowStyleCreate(color="red", emoji="👍", flow_id=response.json()["id"])
|
|
||||||
response = client.post(
|
|
||||||
"api/v1/flow_styles/", json=jsonable_encoder(flow_style.dict())
|
|
||||||
)
|
|
||||||
assert response.status_code == 200
|
|
||||||
assert response.json()["color"] == flow_style.color
|
|
||||||
assert response.json()["emoji"] == flow_style.emoji
|
|
||||||
assert response.json()["flow_id"] == str(flow_style.flow_id)
|
|
||||||
|
|
||||||
flow = FlowCreate(name="Test Flow", description="description", data=data)
|
flow = FlowCreate(name="Test Flow", description="description", data=data)
|
||||||
response = client.post("api/v1/flows/", json=flow.dict())
|
response = client.post("api/v1/flows/", json=flow.dict())
|
||||||
assert response.status_code == 201
|
assert response.status_code == 201
|
||||||
assert response.json()["name"] == flow.name
|
assert response.json()["name"] == flow.name
|
||||||
assert response.json()["data"] == flow.data
|
assert response.json()["data"] == flow.data
|
||||||
|
|
||||||
# Now we need to create FlowStyle objects for each Flow
|
|
||||||
flow_style = FlowStyleCreate(
|
|
||||||
color="green", emoji="👍", flow_id=response.json()["id"]
|
|
||||||
)
|
|
||||||
response = client.post(
|
|
||||||
"api/v1/flow_styles/", json=jsonable_encoder(flow_style.dict())
|
|
||||||
)
|
|
||||||
assert response.status_code == 200
|
|
||||||
assert response.json()["color"] == flow_style.color
|
|
||||||
assert response.json()["emoji"] == flow_style.emoji
|
|
||||||
assert response.json()["flow_id"] == str(flow_style.flow_id)
|
|
||||||
|
|
||||||
response = client.get("api/v1/flows/")
|
response = client.get("api/v1/flows/")
|
||||||
assert response.status_code == 200
|
assert response.status_code == 200
|
||||||
assert len(response.json()) > 0
|
assert len(response.json()) > 0
|
||||||
|
|
@ -97,21 +69,10 @@ def test_read_flow(client: TestClient, json_flow: str):
|
||||||
# turn it into a UUID
|
# turn it into a UUID
|
||||||
flow_id = UUID(flow_id)
|
flow_id = UUID(flow_id)
|
||||||
|
|
||||||
flow_style = FlowStyleCreate(color="green", emoji="👍", flow_id=flow_id)
|
|
||||||
response = client.post(
|
|
||||||
"api/v1/flow_styles/", json=jsonable_encoder(flow_style.dict())
|
|
||||||
)
|
|
||||||
assert response.status_code == 200
|
|
||||||
response_json = response.json()
|
|
||||||
assert response_json["color"] == flow_style.color
|
|
||||||
assert response_json["emoji"] == flow_style.emoji
|
|
||||||
assert response_json["flow_id"] == str(flow_style.flow_id)
|
|
||||||
|
|
||||||
response = client.get(f"api/v1/flows/{flow_id}")
|
response = client.get(f"api/v1/flows/{flow_id}")
|
||||||
assert response.status_code == 200
|
assert response.status_code == 200
|
||||||
assert response.json()["name"] == flow.name
|
assert response.json()["name"] == flow.name
|
||||||
assert response.json()["data"] == flow.data
|
assert response.json()["data"] == flow.data
|
||||||
assert response.json()["style"]["color"] == flow_style.color
|
|
||||||
|
|
||||||
|
|
||||||
def test_update_flow(client: TestClient, json_flow: str):
|
def test_update_flow(client: TestClient, json_flow: str):
|
||||||
|
|
@ -275,66 +236,3 @@ def test_read_empty_flows(client: TestClient):
|
||||||
response = client.get("api/v1/flows/")
|
response = client.get("api/v1/flows/")
|
||||||
assert response.status_code == 200
|
assert response.status_code == 200
|
||||||
assert len(response.json()) == 0
|
assert len(response.json()) == 0
|
||||||
|
|
||||||
|
|
||||||
def test_create_flow_style(client: TestClient):
|
|
||||||
flow_style = FlowStyleCreate(color="red", emoji="🔴")
|
|
||||||
response = client.post("api/v1/flow_styles/", json=flow_style.dict())
|
|
||||||
assert response.status_code == 200
|
|
||||||
created_flow_style = FlowStyleRead(**response.json())
|
|
||||||
assert created_flow_style.color == flow_style.color
|
|
||||||
assert created_flow_style.emoji == flow_style.emoji
|
|
||||||
|
|
||||||
|
|
||||||
def test_read_flow_styles(client: TestClient):
|
|
||||||
response = client.get("api/v1/flow_styles/")
|
|
||||||
assert response.status_code == 200
|
|
||||||
flow_styles = [FlowStyleRead(**flow_style) for flow_style in response.json()]
|
|
||||||
assert not flow_styles
|
|
||||||
# Create test data
|
|
||||||
flow_style = FlowStyleCreate(color="red", emoji="🔴")
|
|
||||||
response = client.post("api/v1/flow_styles/", json=flow_style.dict())
|
|
||||||
assert response.status_code == 200
|
|
||||||
# Check response data
|
|
||||||
response = client.get("api/v1/flow_styles/")
|
|
||||||
assert response.status_code == 200
|
|
||||||
flow_styles = [FlowStyleRead(**flow_style) for flow_style in response.json()]
|
|
||||||
assert len(flow_styles) == 1
|
|
||||||
assert flow_styles[0].color == flow_style.color
|
|
||||||
assert flow_styles[0].emoji == flow_style.emoji
|
|
||||||
|
|
||||||
|
|
||||||
def test_read_flow_style(client: TestClient):
|
|
||||||
flow_style = FlowStyleCreate(color="red", emoji="🔴")
|
|
||||||
response = client.post("api/v1/flow_styles/", json=flow_style.dict())
|
|
||||||
created_flow_style = FlowStyleRead(**response.json())
|
|
||||||
response = client.get(f"api/v1/flow_styles/{created_flow_style.id}")
|
|
||||||
assert response.status_code == 200
|
|
||||||
read_flow_style = FlowStyleRead(**response.json())
|
|
||||||
assert read_flow_style == created_flow_style
|
|
||||||
|
|
||||||
|
|
||||||
def test_update_flow_style(client: TestClient):
|
|
||||||
flow_style = FlowStyleCreate(color="red", emoji="🔴")
|
|
||||||
response = client.post("api/v1/flow_styles/", json=flow_style.dict())
|
|
||||||
created_flow_style = FlowStyleRead(**response.json())
|
|
||||||
to_update_flow_style = FlowStyleUpdate(color="blue")
|
|
||||||
response = client.patch(
|
|
||||||
f"api/v1/flow_styles/{created_flow_style.id}", json=to_update_flow_style.dict()
|
|
||||||
)
|
|
||||||
assert response.status_code == 200
|
|
||||||
updated_flow_style = FlowStyleRead(**response.json())
|
|
||||||
assert updated_flow_style.color == "blue"
|
|
||||||
assert updated_flow_style.emoji == flow_style.emoji
|
|
||||||
|
|
||||||
|
|
||||||
def test_delete_flow_style(client: TestClient):
|
|
||||||
flow_style = FlowStyleCreate(color="red", emoji="🔴")
|
|
||||||
response = client.post("api/v1/flow_styles/", json=flow_style.dict())
|
|
||||||
created_flow_style = FlowStyleRead(**response.json())
|
|
||||||
response = client.delete(f"api/v1/flow_styles/{created_flow_style.id}")
|
|
||||||
assert response.status_code == 200
|
|
||||||
assert response.json() == {"message": "FlowStyle deleted successfully"}
|
|
||||||
|
|
||||||
response = client.get(f"api/v1/flow_styles/{created_flow_style.id}")
|
|
||||||
assert response.status_code == 404
|
|
||||||
|
|
|
||||||
|
|
@ -1,13 +1,14 @@
|
||||||
from fastapi.testclient import TestClient
|
from fastapi.testclient import TestClient
|
||||||
from langflow.settings import settings
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
|
|
||||||
def test_llms_settings(client: TestClient):
|
def test_llms_settings(client: TestClient):
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
response = client.get("api/v1/all")
|
response = client.get("api/v1/all")
|
||||||
assert response.status_code == 200
|
assert response.status_code == 200
|
||||||
json_response = response.json()
|
json_response = response.json()
|
||||||
llms = json_response["llms"]
|
llms = json_response["llms"]
|
||||||
assert set(llms.keys()) == set(settings.LLMS)
|
assert set(llms.keys()) == set(settings_manager.settings.LLMS)
|
||||||
|
|
||||||
|
|
||||||
# def test_hugging_face_hub(client: TestClient):
|
# def test_hugging_face_hub(client: TestClient):
|
||||||
|
|
|
||||||
|
|
@ -1,13 +1,14 @@
|
||||||
from fastapi.testclient import TestClient
|
from fastapi.testclient import TestClient
|
||||||
from langflow.settings import settings
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
|
|
||||||
def test_prompts_settings(client: TestClient):
|
def test_prompts_settings(client: TestClient):
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
response = client.get("api/v1/all")
|
response = client.get("api/v1/all")
|
||||||
assert response.status_code == 200
|
assert response.status_code == 200
|
||||||
json_response = response.json()
|
json_response = response.json()
|
||||||
prompts = json_response["prompts"]
|
prompts = json_response["prompts"]
|
||||||
assert set(prompts.keys()) == set(settings.PROMPTS)
|
assert set(prompts.keys()) == set(settings_manager.settings.PROMPTS)
|
||||||
|
|
||||||
|
|
||||||
def test_prompt_template(client: TestClient):
|
def test_prompt_template(client: TestClient):
|
||||||
|
|
|
||||||
|
|
@ -1,12 +1,13 @@
|
||||||
from fastapi.testclient import TestClient
|
from fastapi.testclient import TestClient
|
||||||
from langflow.settings import settings
|
from langflow.services.utils import get_settings_manager
|
||||||
|
|
||||||
|
|
||||||
# check that all agents are in settings.agents
|
# check that all agents are in settings.agents
|
||||||
# are in json_response["agents"]
|
# are in json_response["agents"]
|
||||||
def test_vectorstores_settings(client: TestClient):
|
def test_vectorstores_settings(client: TestClient):
|
||||||
|
settings_manager = get_settings_manager()
|
||||||
response = client.get("api/v1/all")
|
response = client.get("api/v1/all")
|
||||||
assert response.status_code == 200
|
assert response.status_code == 200
|
||||||
json_response = response.json()
|
json_response = response.json()
|
||||||
vectorstores = json_response["vectorstores"]
|
vectorstores = json_response["vectorstores"]
|
||||||
assert set(vectorstores.keys()) == set(settings.VECTORSTORES)
|
assert set(vectorstores.keys()) == set(settings_manager.settings.VECTORSTORES)
|
||||||
|
|
|
||||||
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Reference in a new issue