diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md
index a3e2e5912b8..e4d1e54e33a 100644
--- a/.github/CONTRIBUTING.md
+++ b/.github/CONTRIBUTING.md
@@ -80,10 +80,10 @@ For example, to contribute to `langchain` run `cd libs/langchain` before getting
To install requirements:
```bash
-poetry install -E all
+poetry install --with test
```
-This will install all requirements for running the package, examples, linting, formatting, tests, and coverage. Note the `-E all` flag will install all optional dependencies necessary for integration testing.
+This will install all requirements for running the package, examples, linting, formatting, tests, and coverage.
❗Note: If during installation you receive a `WheelFileValidationError` for `debugpy`, please make sure you are running Poetry v1.5.1. This bug was present in older versions of Poetry (e.g. 1.4.1) and has been resolved in newer releases. If you are still seeing this bug on v1.5.1, you may also try disabling "modern installation" (`poetry config installer.modern-installation false`) and re-installing requirements. See [this `debugpy` issue](https://github.com/microsoft/debugpy/issues/1246) for more details.
diff --git a/.github/actions/poetry_setup/action.yml b/.github/actions/poetry_setup/action.yml
index 6dbe000264e..851ddda11f4 100644
--- a/.github/actions/poetry_setup/action.yml
+++ b/.github/actions/poetry_setup/action.yml
@@ -15,19 +15,13 @@ inputs:
description: Poetry version
required: true
- install-command:
- description: Command run for installing dependencies
- required: false
- default: poetry install
-
cache-key:
description: Cache key to use for manual handling of caching
required: true
working-directory:
- description: Directory to run install-command in
- required: false
- default: ""
+ description: Directory whose poetry.lock file should be cached
+ required: true
runs:
using: composite
@@ -38,47 +32,35 @@ runs:
python-version: ${{ inputs.python-version }}
- uses: actions/cache@v3
- id: cache-pip
- name: Cache Pip ${{ inputs.python-version }}
+ id: cache-bin-poetry
+ name: Cache Poetry binary - Python ${{ inputs.python-version }}
env:
- SEGMENT_DOWNLOAD_TIMEOUT_MIN: "15"
+ SEGMENT_DOWNLOAD_TIMEOUT_MIN: "1"
with:
path: |
- ~/.cache/pip
- key: pip-${{ runner.os }}-${{ runner.arch }}-py-${{ inputs.python-version }}
+ /opt/pipx/venvs/poetry
+ /opt/pipx_bin/poetry
+ # This step caches the poetry installation, so make sure it's keyed on the poetry version as well.
+ key: bin-poetry-${{ runner.os }}-${{ runner.arch }}-py-${{ inputs.python-version }}-${{ inputs.poetry-version }}
- name: Install poetry
+ if: steps.cache-bin-poetry.outputs.cache-hit != 'true'
shell: bash
env:
POETRY_VERSION: ${{ inputs.poetry-version }}
PYTHON_VERSION: ${{ inputs.python-version }}
run: pipx install "poetry==$POETRY_VERSION" --python "python$PYTHON_VERSION" --verbose
- - name: Check Poetry File
- shell: bash
- working-directory: ${{ inputs.working-directory }}
- run: |
- poetry check
-
- - name: Check lock file
- shell: bash
- working-directory: ${{ inputs.working-directory }}
- run: |
- poetry lock --check
-
- - uses: actions/cache@v3
- id: cache-poetry
+ - name: Restore pip and poetry cached dependencies
+ uses: actions/cache@v3
env:
- SEGMENT_DOWNLOAD_TIMEOUT_MIN: "15"
+ SEGMENT_DOWNLOAD_TIMEOUT_MIN: "4"
WORKDIR: ${{ inputs.working-directory == '' && '.' || inputs.working-directory }}
with:
path: |
+ ~/.cache/pip
~/.cache/pypoetry/virtualenvs
~/.cache/pypoetry/cache
~/.cache/pypoetry/artifacts
${{ env.WORKDIR }}/.venv
- key: poetry-${{ runner.os }}-${{ runner.arch }}-py-${{ inputs.python-version }}-poetry-${{ inputs.poetry-version }}-${{ inputs.cache-key }}-${{ hashFiles(format('{0}/poetry.lock', env.WORKDIR)) }}
-
- - run: ${{ inputs.install-command }}
- working-directory: ${{ inputs.working-directory }}
- shell: bash
+ key: py-deps-${{ runner.os }}-${{ runner.arch }}-py-${{ inputs.python-version }}-poetry-${{ inputs.poetry-version }}-${{ inputs.cache-key }}-${{ hashFiles(format('{0}/**/poetry.lock', env.WORKDIR)) }}
diff --git a/.github/workflows/_lint.yml b/.github/workflows/_lint.yml
index c850258d195..1a01b225a00 100644
--- a/.github/workflows/_lint.yml
+++ b/.github/workflows/_lint.yml
@@ -80,31 +80,32 @@ jobs:
find "$WORKDIR" -name '*.py' -type f -not -newermt "$OLDEST_COMMIT_TIME" -exec touch -c -m -t '200001010000' '{}' '+'
echo "oldest-commit=$OLDEST_COMMIT" >> "$GITHUB_OUTPUT"
- - uses: actions/cache@v3
- id: cache-pip
- name: Cache langchain editable pip install - ${{ matrix.python-version }}
- env:
- SEGMENT_DOWNLOAD_TIMEOUT_MIN: "15"
- with:
- path: |
- ~/.cache/pip
- key: pip-editable-langchain-deps-${{ runner.os }}-${{ runner.arch }}-py-${{ matrix.python-version }}
- - name: Install poetry
- run: |
- pipx install "poetry==$POETRY_VERSION"
- - name: Set up Python ${{ matrix.python-version }}
- uses: actions/setup-python@v4
- env:
- SEGMENT_DOWNLOAD_TIMEOUT_MIN: "15"
+
+ - name: Set up Python ${{ matrix.python-version }} + Poetry ${{ env.POETRY_VERSION }}
+ uses: "./.github/actions/poetry_setup"
with:
python-version: ${{ matrix.python-version }}
- cache: poetry
- cache-dependency-path: |
- ${{ env.WORKDIR }}/**/poetry.lock
+ poetry-version: ${{ env.POETRY_VERSION }}
+ working-directory: ${{ inputs.working-directory }}
+ cache-key: lint
+
+ - name: Check Poetry File
+ shell: bash
+ working-directory: ${{ inputs.working-directory }}
+ run: |
+ poetry check
+
+ - name: Check lock file
+ shell: bash
+ working-directory: ${{ inputs.working-directory }}
+ run: |
+ poetry lock --check
+
- name: Install dependencies
working-directory: ${{ inputs.working-directory }}
run: |
poetry install
+
- name: Install langchain editable
working-directory: ${{ inputs.working-directory }}
if: ${{ inputs.working-directory != 'libs/langchain' }}
@@ -115,7 +116,7 @@ jobs:
uses: actions/cache@v3
env:
CACHE_BASE: black-${{ runner.os }}-${{ runner.arch }}-py${{ matrix.python-version }}-${{ inputs.working-directory }}-${{ hashFiles(format('{0}/poetry.lock', env.WORKDIR)) }}
- SEGMENT_DOWNLOAD_TIMEOUT_MIN: "15"
+ SEGMENT_DOWNLOAD_TIMEOUT_MIN: "1"
with:
path: |
${{ env.WORKDIR }}/.black_cache
@@ -127,7 +128,7 @@ jobs:
- name: Get .mypy_cache to speed up mypy
uses: actions/cache@v3
env:
- SEGMENT_DOWNLOAD_TIMEOUT_MIN: "15"
+ SEGMENT_DOWNLOAD_TIMEOUT_MIN: "2"
with:
path: |
${{ env.WORKDIR }}/.mypy_cache
diff --git a/.github/workflows/_pydantic_compatibility.yml b/.github/workflows/_pydantic_compatibility.yml
new file mode 100644
index 00000000000..7d8fe26d92f
--- /dev/null
+++ b/.github/workflows/_pydantic_compatibility.yml
@@ -0,0 +1,81 @@
+name: pydantic v1/v2 compatibility
+
+on:
+ workflow_call:
+ inputs:
+ working-directory:
+ required: true
+ type: string
+ description: "From which folder this pipeline executes"
+
+env:
+ POETRY_VERSION: "1.5.1"
+
+jobs:
+ build:
+ defaults:
+ run:
+ working-directory: ${{ inputs.working-directory }}
+ runs-on: ubuntu-latest
+ strategy:
+ matrix:
+ python-version:
+ - "3.8"
+ - "3.9"
+ - "3.10"
+ - "3.11"
+ name: Pydantic v1/v2 compatibility - Python ${{ matrix.python-version }}
+ steps:
+ - uses: actions/checkout@v3
+
+ - name: Set up Python ${{ matrix.python-version }} + Poetry ${{ env.POETRY_VERSION }}
+ uses: "./.github/actions/poetry_setup"
+ with:
+ python-version: ${{ matrix.python-version }}
+ poetry-version: ${{ env.POETRY_VERSION }}
+ working-directory: ${{ inputs.working-directory }}
+ cache-key: pydantic-cross-compat
+
+ - name: Install dependencies
+ shell: bash
+ run: poetry install
+
+ - name: Install the opposite major version of pydantic
+ # If normal tests use pydantic v1, here we'll use v2, and vice versa.
+ shell: bash
+ run: |
+ # Determine the major part of pydantic version
+ REGULAR_VERSION=$(poetry run python -c "import pydantic; print(pydantic.__version__)" | cut -d. -f1)
+
+ if [[ "$REGULAR_VERSION" == "1" ]]; then
+ PYDANTIC_DEP=">=2.1,<3"
+ TEST_WITH_VERSION="2"
+ elif [[ "$REGULAR_VERSION" == "2" ]]; then
+ PYDANTIC_DEP="<2"
+ TEST_WITH_VERSION="1"
+ else
+ echo "Unexpected pydantic major version '$REGULAR_VERSION', cannot determine which version to use for cross-compatibility test."
+ exit 1
+ fi
+
+ # Install via `pip` instead of `poetry add` to avoid changing lockfile,
+ # which would prevent caching from working: the cache would get saved
+ # to a different key than where it gets loaded from.
+ poetry run pip install "pydantic${PYDANTIC_DEP}"
+
+ # Ensure that the correct pydantic is installed now.
+ echo "Checking pydantic version... Expecting ${TEST_WITH_VERSION}"
+
+ # Determine the major part of pydantic version
+ CURRENT_VERSION=$(poetry run python -c "import pydantic; print(pydantic.__version__)" | cut -d. -f1)
+
+ # Check that the major part of pydantic version is as expected, if not
+ # raise an error
+ if [[ "$CURRENT_VERSION" != "$TEST_WITH_VERSION" ]]; then
+ echo "Error: expected pydantic version ${CURRENT_VERSION} to have been installed, but found: ${TEST_WITH_VERSION}"
+ exit 1
+ fi
+ echo "Found pydantic version ${CURRENT_VERSION}, as expected"
+ - name: Run pydantic compatibility tests
+ shell: bash
+ run: make test
diff --git a/.github/workflows/_release.yml b/.github/workflows/_release.yml
index d24bf983a1f..5ddf79ca7c2 100644
--- a/.github/workflows/_release.yml
+++ b/.github/workflows/_release.yml
@@ -23,6 +23,9 @@ jobs:
# Trusted publishing has to also be configured on PyPI for each package:
# https://docs.pypi.org/trusted-publishers/adding-a-publisher/
id-token: write
+
+ # This permission is needed by `ncipollo/release-action` to create the GitHub release.
+ contents: write
defaults:
run:
working-directory: ${{ inputs.working-directory }}
diff --git a/.github/workflows/_test.yml b/.github/workflows/_test.yml
index 3cc424cb7a1..76d86a2862e 100644
--- a/.github/workflows/_test.yml
+++ b/.github/workflows/_test.yml
@@ -7,10 +7,6 @@ on:
required: true
type: string
description: "From which folder this pipeline executes"
- test_type:
- type: string
- description: "Test types to run"
- default: '["core", "extended", "core-pydantic-2"]'
env:
POETRY_VERSION: "1.5.1"
@@ -28,61 +24,22 @@ jobs:
- "3.9"
- "3.10"
- "3.11"
- test_type: ${{ fromJSON(inputs.test_type) }}
- name: Python ${{ matrix.python-version }} ${{ matrix.test_type }}
+ name: Python ${{ matrix.python-version }}
steps:
- uses: actions/checkout@v3
- - name: Set up Python ${{ matrix.python-version }}
+
+ - name: Set up Python ${{ matrix.python-version }} + Poetry ${{ env.POETRY_VERSION }}
uses: "./.github/actions/poetry_setup"
with:
python-version: ${{ matrix.python-version }}
- working-directory: ${{ inputs.working-directory }}
poetry-version: ${{ env.POETRY_VERSION }}
- cache-key: ${{ matrix.test_type }}
- install-command: |
- if [ "${{ matrix.test_type }}" == "core" ]; then
- echo "Running core tests, installing dependencies with poetry..."
- poetry install
- elif [ "${{ matrix.test_type }}" == "core-pydantic-2" ]; then
- echo "Running core-pydantic-v2 tests, installing dependencies with poetry..."
- poetry install
+ working-directory: ${{ inputs.working-directory }}
+ cache-key: core
- # Install via `pip` instead of `poetry add` to avoid changing lockfile,
- # which would prevent caching from working: the cache would get saved
- # to a different key than where it gets loaded from.
- poetry run pip install 'pydantic>=2.1,<3'
- else
- echo "Running extended tests, installing dependencies with poetry..."
- poetry install -E extended_testing
- fi
- - name: Verify pydantic version
- run: |
- if [ "${{ matrix.test_type }}" == "core-pydantic-2" ]; then
- EXPECTED_VERSION=2
- else
- EXPECTED_VERSION=1
- fi
- echo "Checking pydantic version... Expecting ${EXPECTED_VERSION}"
-
- # Determine the major part of pydantic version
- VERSION=$(poetry run python -c "import pydantic; print(pydantic.__version__)" | cut -d. -f1)
-
- # Check that the major part of pydantic version is as expected, if not
- # raise an error
- if [[ "$VERSION" -ne $EXPECTED_VERSION ]]; then
- echo "Error: pydantic version must be equal to ${EXPECTED_VERSION}; Found: ${VERSION}"
- exit 1
- fi
- echo "Found pydantic version ${VERSION}, as expected"
+ - name: Install dependencies
shell: bash
- - name: Run ${{matrix.test_type}} tests
- run: |
- case "${{ matrix.test_type }}" in
- core | core-pydantic-2)
- make test
- ;;
- *)
- make extended_tests
- ;;
- esac
+ run: poetry install
+
+ - name: Run core tests
shell: bash
+ run: make test
diff --git a/.github/workflows/langchain_ci.yml b/.github/workflows/langchain_ci.yml
index 9dfbd8c3d6e..8f1fc5d8744 100644
--- a/.github/workflows/langchain_ci.yml
+++ b/.github/workflows/langchain_ci.yml
@@ -8,10 +8,25 @@ on:
paths:
- '.github/workflows/_lint.yml'
- '.github/workflows/_test.yml'
+ - '.github/workflows/_pydantic_compatibility.yml'
- '.github/workflows/langchain_ci.yml'
- 'libs/langchain/**'
workflow_dispatch: # Allows to trigger the workflow manually in GitHub UI
+# If another push to the same PR or branch happens while this workflow is still running,
+# cancel the earlier run in favor of the next run.
+#
+# There's no point in testing an outdated version of the code. GitHub only allows
+# a limited number of job runners to be active at the same time, so it's better to cancel
+# pointless jobs early so that more useful jobs can run sooner.
+concurrency:
+ group: ${{ github.workflow }}-${{ github.ref }}
+ cancel-in-progress: true
+
+env:
+ POETRY_VERSION: "1.5.1"
+ WORKDIR: "libs/langchain"
+
jobs:
lint:
uses:
@@ -19,10 +34,50 @@ jobs:
with:
working-directory: libs/langchain
secrets: inherit
+
test:
uses:
./.github/workflows/_test.yml
with:
working-directory: libs/langchain
- test_type: '["core", "extended", "core-pydantic-2"]'
- secrets: inherit
\ No newline at end of file
+ secrets: inherit
+
+ pydantic-compatibility:
+ uses:
+ ./.github/workflows/_pydantic_compatibility.yml
+ with:
+ working-directory: libs/langchain
+ secrets: inherit
+
+ extended-tests:
+ runs-on: ubuntu-latest
+ defaults:
+ run:
+ working-directory: ${{ env.WORKDIR }}
+ strategy:
+ matrix:
+ python-version:
+ - "3.8"
+ - "3.9"
+ - "3.10"
+ - "3.11"
+ name: Python ${{ matrix.python-version }} extended tests
+ steps:
+ - uses: actions/checkout@v3
+
+ - name: Set up Python ${{ matrix.python-version }} + Poetry ${{ env.POETRY_VERSION }}
+ uses: "./.github/actions/poetry_setup"
+ with:
+ python-version: ${{ matrix.python-version }}
+ poetry-version: ${{ env.POETRY_VERSION }}
+ working-directory: libs/langchain
+ cache-key: extended
+
+ - name: Install dependencies
+ shell: bash
+ run: |
+ echo "Running extended tests, installing dependencies with poetry..."
+ poetry install -E extended_testing
+
+ - name: Run extended tests
+ run: make extended_tests
diff --git a/.github/workflows/langchain_experimental_ci.yml b/.github/workflows/langchain_experimental_ci.yml
index 9c95634e49c..c62ff18b354 100644
--- a/.github/workflows/langchain_experimental_ci.yml
+++ b/.github/workflows/langchain_experimental_ci.yml
@@ -13,6 +13,20 @@ on:
- 'libs/experimental/**'
workflow_dispatch: # Allows to trigger the workflow manually in GitHub UI
+# If another push to the same PR or branch happens while this workflow is still running,
+# cancel the earlier run in favor of the next run.
+#
+# There's no point in testing an outdated version of the code. GitHub only allows
+# a limited number of job runners to be active at the same time, so it's better to cancel
+# pointless jobs early so that more useful jobs can run sooner.
+concurrency:
+ group: ${{ github.workflow }}-${{ github.ref }}
+ cancel-in-progress: true
+
+env:
+ POETRY_VERSION: "1.5.1"
+ WORKDIR: "libs/experimental"
+
jobs:
lint:
uses:
@@ -20,10 +34,50 @@ jobs:
with:
working-directory: libs/experimental
secrets: inherit
+
test:
uses:
./.github/workflows/_test.yml
with:
working-directory: libs/experimental
- test_type: '["core"]'
- secrets: inherit
\ No newline at end of file
+ secrets: inherit
+
+ # It's possible that langchain-experimental works fine with the latest *published* langchain,
+ # but is broken with the langchain on `master`.
+ #
+ # We want to catch situations like that *before* releasing a new langchain, hence this test.
+ test-with-latest-langchain:
+ runs-on: ubuntu-latest
+ defaults:
+ run:
+ working-directory: ${{ env.WORKDIR }}
+ strategy:
+ matrix:
+ python-version:
+ - "3.8"
+ - "3.9"
+ - "3.10"
+ - "3.11"
+ name: test with unpublished langchain - Python ${{ matrix.python-version }}
+ steps:
+ - uses: actions/checkout@v3
+
+ - name: Set up Python ${{ matrix.python-version }} + Poetry ${{ env.POETRY_VERSION }}
+ uses: "./.github/actions/poetry_setup"
+ with:
+ python-version: ${{ matrix.python-version }}
+ poetry-version: ${{ env.POETRY_VERSION }}
+ working-directory: ${{ env.WORKDIR }}
+ cache-key: unpublished-langchain
+
+ - name: Install dependencies
+ shell: bash
+ run: |
+ echo "Running tests with unpublished langchain, installing dependencies with poetry..."
+ poetry install
+
+ echo "Editably installing langchain outside of poetry, to avoid messing up lockfile..."
+ poetry run pip install -e ../langchain
+
+ - name: Run tests
+ run: make test
diff --git a/.github/workflows/scheduled_test.yml b/.github/workflows/scheduled_test.yml
index 39b553d5c28..b71eee05929 100644
--- a/.github/workflows/scheduled_test.yml
+++ b/.github/workflows/scheduled_test.yml
@@ -25,18 +25,25 @@ jobs:
name: Python ${{ matrix.python-version }}
steps:
- uses: actions/checkout@v3
+
- name: Set up Python ${{ matrix.python-version }}
uses: "./.github/actions/poetry_setup"
with:
python-version: ${{ matrix.python-version }}
poetry-version: ${{ env.POETRY_VERSION }}
working-directory: libs/langchain
- install-command: |
- echo "Running scheduled tests, installing dependencies with poetry..."
- poetry install --with=test_integration
+ cache-key: scheduled
+
+ - name: Install dependencies
+ working-directory: libs/langchain
+ shell: bash
+ run: |
+ echo "Running scheduled tests, installing dependencies with poetry..."
+ poetry install --with=test_integration
+
- name: Run tests
+ shell: bash
env:
OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
run: |
make scheduled_tests
- shell: bash
diff --git a/docs/api_reference/guide_imports.json b/docs/api_reference/guide_imports.json
index 9c608a7328f..832c03f996a 100644
--- a/docs/api_reference/guide_imports.json
+++ b/docs/api_reference/guide_imports.json
@@ -2071,8 +2071,8 @@
"PromptLayer": "https://python.langchain.com/docs/integrations/providers/promptlayer",
"PromptLayer OpenAI": "https://python.langchain.com/docs/integrations/llms/promptlayer_openai"
},
- "DeepLake": {
- "Deep Lake": "https://python.langchain.com/docs/integrations/providers/deeplake",
+ "Activeloop DeepLake": {
+ "Deep Lake": "https://python.langchain.com/docs/integrations/providers/activeloop_deeplake",
"Activeloop's Deep Lake": "https://python.langchain.com/docs/integrations/vectorstores/activeloop_deeplake",
"Analysis of Twitter the-algorithm source code with LangChain, GPT4 and Activeloop's Deep Lake": "https://python.langchain.com/docs/use_cases/question_answering/how_to/code/twitter-the-algorithm-analysis-deeplake",
"Use LangChain, GPT and Activeloop's Deep Lake to work with code base": "https://python.langchain.com/docs/use_cases/question_answering/how_to/code/code-analysis-deeplake",
diff --git a/docs/docs_skeleton/docs/community.md b/docs/docs_skeleton/docs/community.md
index c3c7031505c..f438de16f64 100644
--- a/docs/docs_skeleton/docs/community.md
+++ b/docs/docs_skeleton/docs/community.md
@@ -47,8 +47,8 @@ If you’re working on something you’re proud of, and think the LangChain comm
Here’s where our team hangs out, talks shop, spotlights cool work, and shares what we’re up to. We’d love to see you there too.
-- **[Twitter](https://twitter.com/LangChainAI):** we post about what we’re working on and what cool things we’re seeing in the space. If you tag @langchainai in your post, we’ll almost certainly see it, and can snow you some love!
-- **[Discord](https://discord.gg/6adMQxSpJS):** connect with with >30k developers who are building with LangChain
+- **[Twitter](https://twitter.com/LangChainAI):** we post about what we’re working on and what cool things we’re seeing in the space. If you tag @langchainai in your post, we’ll almost certainly see it, and can show you some love!
+- **[Discord](https://discord.gg/6adMQxSpJS):** connect with >30k developers who are building with LangChain
- **[GitHub](https://github.com/langchain-ai/langchain):** open pull requests, contribute to a discussion, and/or contribute
- **[Subscribe to our bi-weekly Release Notes](https://6w1pwbss0py.typeform.com/to/KjZB1auB):** a twice/month email roundup of the coolest things going on in our orbit
- **Slack:** if you’re building an application in production at your company, we’d love to get into a Slack channel together. Fill out [this form](https://airtable.com/appwQzlErAS2qiP0L/shrGtGaVBVAz7NcV2) and we’ll get in touch about setting one up.
diff --git a/docs/docs_skeleton/docs/guides/evaluation/comparison/index.mdx b/docs/docs_skeleton/docs/guides/evaluation/comparison/index.mdx
index 8dc4fe7a0bf..7f4f033420e 100644
--- a/docs/docs_skeleton/docs/guides/evaluation/comparison/index.mdx
+++ b/docs/docs_skeleton/docs/guides/evaluation/comparison/index.mdx
@@ -3,7 +3,7 @@ sidebar_position: 3
---
# Comparison Evaluators
-Comparison evaluators in LangChain help measure two different chain or LLM outputs. These evaluators are helpful for comparative analyses, such as A/B testing between two language models, or comparing different versions of the same model. They can also be useful for things like generating preference scores for ai-assisted reinforcement learning.
+Comparison evaluators in LangChain help measure two different chains or LLM outputs. These evaluators are helpful for comparative analyses, such as A/B testing between two language models, or comparing different versions of the same model. They can also be useful for things like generating preference scores for ai-assisted reinforcement learning.
These evaluators inherit from the `PairwiseStringEvaluator` class, providing a comparison interface for two strings - typically, the outputs from two different prompts or models, or two versions of the same model. In essence, a comparison evaluator performs an evaluation on a pair of strings and returns a dictionary containing the evaluation score and other relevant details.
@@ -16,7 +16,7 @@ Here's a summary of the key methods and properties of a comparison evaluator:
- `requires_input`: This property indicates whether this evaluator requires an input string.
- `requires_reference`: This property specifies whether this evaluator requires a reference label.
-Detailed information about creating custom evaluators and the available built-in comparison evaluators are provided in the following sections.
+Detailed information about creating custom evaluators and the available built-in comparison evaluators is provided in the following sections.
import DocCardList from "@theme/DocCardList";
diff --git a/docs/docs_skeleton/vercel.json b/docs/docs_skeleton/vercel.json
index 6472c045301..fe9f5ace3fb 100644
--- a/docs/docs_skeleton/vercel.json
+++ b/docs/docs_skeleton/vercel.json
@@ -166,7 +166,7 @@
},
{
"source": "/docs/integrations/deeplake",
- "destination": "/docs/integrations/providers/deeplake"
+ "destination": "/docs/integrations/providers/activeloop_deeplake"
},
{
"source": "/docs/integrations/diffbot",
diff --git a/docs/extras/guides/deployments/template_repos.mdx b/docs/extras/guides/deployments/template_repos.mdx
index ec8d03237bf..45c4a43dec4 100644
--- a/docs/extras/guides/deployments/template_repos.mdx
+++ b/docs/extras/guides/deployments/template_repos.mdx
@@ -79,3 +79,7 @@ See OpenLLM's [integration doc](https://github.com/bentoml/OpenLLM#%EF%B8%8F-int
## [Databutton](https://databutton.com/home?new-data-app=true)
These templates serve as examples of how to build, deploy, and share LangChain applications using Databutton. You can create user interfaces with Streamlit, automate tasks by scheduling Python code, and store files and data in the built-in store. Examples include a Chatbot interface with conversational memory, a Personal search engine, and a starter template for LangChain apps. Deploying and sharing is just one click away.
+
+## [AzureML Online Endpoint](https://github.com/Azure/azureml-examples/blob/main/sdk/python/endpoints/online/llm/langchain/1_langchain_basic_deploy.ipynb)
+
+A minimal example of how to deploy LangChain to an Azure Machine Learning Online Endpoint.
\ No newline at end of file
diff --git a/docs/extras/integrations/chat/openai.ipynb b/docs/extras/integrations/chat/openai.ipynb
index c94cc92e499..d75fb6efaa5 100644
--- a/docs/extras/integrations/chat/openai.ipynb
+++ b/docs/extras/integrations/chat/openai.ipynb
@@ -143,12 +143,39 @@
]
},
{
- "cell_type": "code",
- "execution_count": null,
- "id": "c095285d",
+ "cell_type": "markdown",
+ "id": "57e27714",
"metadata": {},
- "outputs": [],
- "source": []
+ "source": [
+ "## Fine-tuning\n",
+ "\n",
+ "You can call fine-tuned OpenAI models by passing in your corresponding `modelName` parameter.\n",
+ "\n",
+ "This generally takes the form of `ft:{OPENAI_MODEL_NAME}:{ORG_NAME}::{MODEL_ID}`. For example:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "33c4a8b0",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "AIMessage(content=\"J'adore la programmation.\", additional_kwargs={}, example=False)"
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "fine_tuned_model = ChatOpenAI(temperature=0, model_name=\"ft:gpt-3.5-turbo-0613:langchain::7qTVM5AR\")\n",
+ "\n",
+ "fine_tuned_model(messages)"
+ ]
}
],
"metadata": {
@@ -167,7 +194,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.9.7"
+ "version": "3.10.5"
}
},
"nbformat": 4,
diff --git a/docs/extras/integrations/document_loaders/polars_dataframe.ipynb b/docs/extras/integrations/document_loaders/polars_dataframe.ipynb
new file mode 100644
index 00000000000..52936f16540
--- /dev/null
+++ b/docs/extras/integrations/document_loaders/polars_dataframe.ipynb
@@ -0,0 +1,225 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "213a38a2",
+ "metadata": {},
+ "source": [
+ "# Polars DataFrame\n",
+ "\n",
+ "This notebook goes over how to load data from a [polars](https://pola-rs.github.io/polars-book/user-guide/) DataFrame."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "f6a7a9e4-80d6-486a-b2e3-636c568aa97c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#!pip install polars"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "79331964",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import polars as pl"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "e487044c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "df = pl.read_csv(\"example_data/mlb_teams_2012.csv\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "ac273ca1",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "
shape: (5, 3)| Team | "Payroll (millions)" | "Wins" |
|---|
| str | f64 | i64 |
| "Nationals" | 81.34 | 98 |
| "Reds" | 82.2 | 97 |
| "Yankees" | 197.96 | 95 |
| "Giants" | 117.62 | 94 |
| "Braves" | 83.31 | 94 |
", "\n"), "lxml"
diff --git a/libs/langchain/langchain/document_loaders/dataframe.py b/libs/langchain/langchain/document_loaders/dataframe.py
index 0476f6a2986..261426a3ceb 100644
--- a/libs/langchain/langchain/document_loaders/dataframe.py
+++ b/libs/langchain/langchain/document_loaders/dataframe.py
@@ -4,23 +4,15 @@ from langchain.docstore.document import Document
from langchain.document_loaders.base import BaseLoader
-class DataFrameLoader(BaseLoader):
- """Load `Pandas` DataFrame."""
-
- def __init__(self, data_frame: Any, page_content_column: str = "text"):
+class BaseDataFrameLoader(BaseLoader):
+ def __init__(self, data_frame: Any, *, page_content_column: str = "text"):
"""Initialize with dataframe object.
Args:
- data_frame: Pandas DataFrame object.
+ data_frame: DataFrame object.
page_content_column: Name of the column containing the page content.
Defaults to "text".
"""
- import pandas as pd
-
- if not isinstance(data_frame, pd.DataFrame):
- raise ValueError(
- f"Expected data_frame to be a pd.DataFrame, got {type(data_frame)}"
- )
self.data_frame = data_frame
self.page_content_column = page_content_column
@@ -36,3 +28,28 @@ class DataFrameLoader(BaseLoader):
def load(self) -> List[Document]:
"""Load full dataframe."""
return list(self.lazy_load())
+
+
+class DataFrameLoader(BaseDataFrameLoader):
+ """Load `Pandas` DataFrame."""
+
+ def __init__(self, data_frame: Any, page_content_column: str = "text"):
+ """Initialize with dataframe object.
+
+ Args:
+ data_frame: Pandas DataFrame object.
+ page_content_column: Name of the column containing the page content.
+ Defaults to "text".
+ """
+ try:
+ import pandas as pd
+ except ImportError as e:
+ raise ImportError(
+ "Unable to import pandas, please install with `pip install pandas`."
+ ) from e
+
+ if not isinstance(data_frame, pd.DataFrame):
+ raise ValueError(
+ f"Expected data_frame to be a pd.DataFrame, got {type(data_frame)}"
+ )
+ super().__init__(data_frame, page_content_column=page_content_column)
diff --git a/libs/langchain/langchain/document_loaders/mhtml.py b/libs/langchain/langchain/document_loaders/mhtml.py
index c7b7f55ec9a..efe1030c243 100644
--- a/libs/langchain/langchain/document_loaders/mhtml.py
+++ b/libs/langchain/langchain/document_loaders/mhtml.py
@@ -52,7 +52,7 @@ class MHTMLLoader(BaseLoader):
message = email.message_from_string(f.read())
parts = message.get_payload()
- if type(parts) is not list:
+ if not isinstance(parts, list):
parts = [message]
for part in parts:
diff --git a/libs/langchain/langchain/document_loaders/polars_dataframe.py b/libs/langchain/langchain/document_loaders/polars_dataframe.py
new file mode 100644
index 00000000000..6ece942df49
--- /dev/null
+++ b/libs/langchain/langchain/document_loaders/polars_dataframe.py
@@ -0,0 +1,32 @@
+from typing import Any, Iterator
+
+from langchain.docstore.document import Document
+from langchain.document_loaders.dataframe import BaseDataFrameLoader
+
+
+class PolarsDataFrameLoader(BaseDataFrameLoader):
+ """Load `Polars` DataFrame."""
+
+ def __init__(self, data_frame: Any, *, page_content_column: str = "text"):
+ """Initialize with dataframe object.
+
+ Args:
+ data_frame: Polars DataFrame object.
+ page_content_column: Name of the column containing the page content.
+ Defaults to "text".
+ """
+ import polars as pl
+
+ if not isinstance(data_frame, pl.DataFrame):
+ raise ValueError(
+ f"Expected data_frame to be a pl.DataFrame, got {type(data_frame)}"
+ )
+ super().__init__(data_frame, page_content_column=page_content_column)
+
+ def lazy_load(self) -> Iterator[Document]:
+ """Lazy load records from dataframe."""
+
+ for row in self.data_frame.iter_rows(named=True):
+ text = row[self.page_content_column]
+ row.pop(self.page_content_column)
+ yield Document(page_content=text, metadata=row)
diff --git a/libs/langchain/langchain/document_loaders/xorbits.py b/libs/langchain/langchain/document_loaders/xorbits.py
index bcc4e680f68..723e9dc1b59 100644
--- a/libs/langchain/langchain/document_loaders/xorbits.py
+++ b/libs/langchain/langchain/document_loaders/xorbits.py
@@ -1,10 +1,9 @@
-from typing import Any, Iterator, List
+from typing import Any
-from langchain.docstore.document import Document
-from langchain.document_loaders.base import BaseLoader
+from langchain.document_loaders.dataframe import BaseDataFrameLoader
-class XorbitsLoader(BaseLoader):
+class XorbitsLoader(BaseDataFrameLoader):
"""Load `Xorbits` DataFrame."""
def __init__(self, data_frame: Any, page_content_column: str = "text"):
@@ -30,17 +29,4 @@ class XorbitsLoader(BaseLoader):
f"Expected data_frame to be a xorbits.pandas.DataFrame, \
got {type(data_frame)}"
)
- self.data_frame = data_frame
- self.page_content_column = page_content_column
-
- def lazy_load(self) -> Iterator[Document]:
- """Lazy load records from dataframe."""
- for _, row in self.data_frame.iterrows():
- text = row[self.page_content_column]
- metadata = row.to_dict()
- metadata.pop(self.page_content_column)
- yield Document(page_content=text, metadata=metadata)
-
- def load(self) -> List[Document]:
- """Load full dataframe."""
- return list(self.lazy_load())
+ super().__init__(data_frame, page_content_column=page_content_column)
diff --git a/libs/langchain/langchain/embeddings/openai.py b/libs/langchain/langchain/embeddings/openai.py
index 9c78e2499e8..976c879f95e 100644
--- a/libs/langchain/langchain/embeddings/openai.py
+++ b/libs/langchain/langchain/embeddings/openai.py
@@ -352,9 +352,9 @@ class OpenAIEmbeddings(BaseModel, Embeddings):
if self.show_progress_bar:
try:
- import tqdm
+ from tqdm.auto import tqdm
- _iter = tqdm.tqdm(range(0, len(tokens), _chunk_size))
+ _iter = tqdm(range(0, len(tokens), _chunk_size))
except ImportError:
_iter = range(0, len(tokens), _chunk_size)
else:
diff --git a/libs/langchain/langchain/graphs/arangodb_graph.py b/libs/langchain/langchain/graphs/arangodb_graph.py
index 69b78dea399..aedcd95601e 100644
--- a/libs/langchain/langchain/graphs/arangodb_graph.py
+++ b/libs/langchain/langchain/graphs/arangodb_graph.py
@@ -66,6 +66,10 @@ class ArangoGraph:
col_type: str = collection["type"]
col_size: int = self.db.collection(col_name).count()
+ # Skip collection if empty
+ if col_size == 0:
+ continue
+
# Set number of ArangoDB documents/edges to retrieve
limit_amount = ceil(sample_ratio * col_size) or 1
diff --git a/libs/langchain/langchain/hub.py b/libs/langchain/langchain/hub.py
index 03ef9c552a4..21e7348ea63 100644
--- a/libs/langchain/langchain/hub.py
+++ b/libs/langchain/langchain/hub.py
@@ -5,7 +5,6 @@ from typing import TYPE_CHECKING, Any, Optional
from langchain.load.dump import dumps
from langchain.load.load import loads
-from langchain.utils import get_from_env
if TYPE_CHECKING:
from langchainhub import Client
@@ -20,9 +19,7 @@ def _get_client(api_url: Optional[str] = None, api_key: Optional[str] = None) ->
"langchainhub`."
) from e
- api_url = api_url or get_from_env("api_url", "LANGCHAIN_HUB_API_URL")
- api_key = api_key or get_from_env("api_key", "LANGCHAIN_HUB_API_KEY", default="")
- api_key = api_key or get_from_env("api_key", "LANGCHAIN_API_KEY")
+ # Client logic will also attempt to load URL/key from environment variables
return Client(api_url, api_key=api_key)
@@ -33,14 +30,33 @@ def push(
api_url: Optional[str] = None,
api_key: Optional[str] = None,
parent_commit_hash: Optional[str] = "latest",
+ new_repo_is_public: bool = False,
+ new_repo_description: str = "",
) -> str:
"""
- Pushes an object to the hub and returns the URL.
+ Pushes an object to the hub and returns the new commit hash.
+
+ :param repo_full_name: The full name of the repo to push to in the format of
+ `owner/repo`.
+ :param object: The LangChain to serialize and push to the hub.
+ :param api_url: The URL of the LangChain Hub API. Defaults to the hosted API service
+ if you have an api key set, or a localhost instance if not.
+ :param api_key: The API key to use to authenticate with the LangChain Hub API.
+ :param parent_commit_hash: The commit hash of the parent commit to push to. Defaults
+ to the latest commit automatically.
+ :param new_repo_is_public: Whether the repo should be public. Defaults to
+ False (Private by default).
+ :param new_repo_description: The description of the repo. Defaults to an empty
+ string.
"""
client = _get_client(api_url=api_url, api_key=api_key)
manifest_json = dumps(object)
resp = client.push(
- repo_full_name, manifest_json, parent_commit_hash=parent_commit_hash
+ repo_full_name,
+ manifest_json,
+ parent_commit_hash=parent_commit_hash,
+ new_repo_is_public=new_repo_is_public,
+ new_repo_description=new_repo_description,
)
commit_hash: str = resp["commit"]["commit_hash"]
return commit_hash
@@ -53,7 +69,13 @@ def pull(
api_key: Optional[str] = None,
) -> Any:
"""
- Pulls an object from the hub and returns it.
+ Pulls an object from the hub and returns it as a LangChain object.
+
+ :param owner_repo_commit: The full name of the repo to pull from in the format of
+ `owner/repo:commit_hash`.
+ :param api_url: The URL of the LangChain Hub API. Defaults to the hosted API service
+ if you have an api key set, or a localhost instance if not.
+ :param api_key: The API key to use to authenticate with the LangChain Hub API.
"""
client = _get_client(api_url=api_url, api_key=api_key)
resp: str = client.pull(owner_repo_commit)
diff --git a/libs/langchain/langchain/llms/base.py b/libs/langchain/langchain/llms/base.py
index a833487ffb1..a91ecd9f2ac 100644
--- a/libs/langchain/langchain/llms/base.py
+++ b/libs/langchain/langchain/llms/base.py
@@ -528,9 +528,13 @@ class BaseLLM(BaseLanguageModel[str], ABC):
f" argument of type {type(prompts)}."
)
# Create callback managers
- if isinstance(callbacks, list) and (
- isinstance(callbacks[0], (list, BaseCallbackManager))
- or callbacks[0] is None
+ if (
+ isinstance(callbacks, list)
+ and callbacks
+ and (
+ isinstance(callbacks[0], (list, BaseCallbackManager))
+ or callbacks[0] is None
+ )
):
# We've received a list of callbacks args to apply to each input
assert len(callbacks) == len(prompts)
diff --git a/libs/langchain/langchain/llms/promptguard.py b/libs/langchain/langchain/llms/promptguard.py
index a6e85974657..9f99ff40193 100644
--- a/libs/langchain/langchain/llms/promptguard.py
+++ b/libs/langchain/langchain/llms/promptguard.py
@@ -23,10 +23,10 @@ class PromptGuard(LLM):
Example:
.. code-block:: python
- from langchain.llms import PromptGuardLLM
+ from langchain.llms import PromptGuard
from langchain.chat_models import ChatOpenAI
- prompt_guard_llm = PromptGuardLLM(base_llm=ChatOpenAI())
+ prompt_guard_llm = PromptGuard(base_llm=ChatOpenAI())
"""
base_llm: BaseLanguageModel
diff --git a/libs/langchain/langchain/llms/vllm.py b/libs/langchain/langchain/llms/vllm.py
index bf82c8c2149..9f456fde514 100644
--- a/libs/langchain/langchain/llms/vllm.py
+++ b/libs/langchain/langchain/llms/vllm.py
@@ -59,6 +59,9 @@ class VLLM(BaseLLM):
logprobs: Optional[int] = None
"""Number of log probabilities to return per output token."""
+ dtype: str = "auto"
+ """The data type for the model weights and activations."""
+
client: Any #: :meta private:
@root_validator()
@@ -77,6 +80,7 @@ class VLLM(BaseLLM):
model=values["model"],
tensor_parallel_size=values["tensor_parallel_size"],
trust_remote_code=values["trust_remote_code"],
+ dtype=values["dtype"],
)
return values
diff --git a/libs/langchain/langchain/memory/chat_message_histories/in_memory.py b/libs/langchain/langchain/memory/chat_message_histories/in_memory.py
index d8db3f424b5..53fbbb201ea 100644
--- a/libs/langchain/langchain/memory/chat_message_histories/in_memory.py
+++ b/libs/langchain/langchain/memory/chat_message_histories/in_memory.py
@@ -1,6 +1,6 @@
from typing import List
-from langchain.pydantic_v1 import BaseModel
+from langchain.pydantic_v1 import BaseModel, Field
from langchain.schema import (
BaseChatMessageHistory,
)
@@ -13,7 +13,7 @@ class ChatMessageHistory(BaseChatMessageHistory, BaseModel):
Stores messages in an in memory list.
"""
- messages: List[BaseMessage] = []
+ messages: List[BaseMessage] = Field(default_factory=list)
def add_message(self, message: BaseMessage) -> None:
"""Add a self-created message to the store"""
diff --git a/libs/langchain/langchain/retrievers/google_cloud_enterprise_search.py b/libs/langchain/langchain/retrievers/google_cloud_enterprise_search.py
index 51637bf322a..3570047509f 100644
--- a/libs/langchain/langchain/retrievers/google_cloud_enterprise_search.py
+++ b/libs/langchain/langchain/retrievers/google_cloud_enterprise_search.py
@@ -69,6 +69,13 @@ class GoogleCloudEnterpriseSearchRetriever(BaseRetriever):
when making API calls. If not provided, credentials will be ascertained from
the environment."""
+ # TODO: Add extra data type handling for type website
+ engine_data_type: int = Field(default=0, ge=0, le=1)
+ """ Defines the enterprise search data type
+ 0 - Unstructured data
+ 1 - Structured data
+ """
+
_client: SearchServiceClient
_serving_config: str
@@ -86,10 +93,18 @@ class GoogleCloudEnterpriseSearchRetriever(BaseRetriever):
from google.cloud import discoveryengine_v1beta # noqa: F401
except ImportError as exc:
raise ImportError(
- "google.cloud.discoveryengine is not installed. "
+ "google.cloud.discoveryengine is not installed."
"Please install it with pip install google-cloud-discoveryengine"
) from exc
+ try:
+ from google.api_core.exceptions import InvalidArgument # noqa: F401
+ except ImportError as exc:
+ raise ImportError(
+ "google.api_core.exceptions is not installed. "
+ "Please install it with pip install google-api-core"
+ ) from exc
+
values["project_id"] = get_from_dict_or_env(values, "project_id", "PROJECT_ID")
values["search_engine_id"] = get_from_dict_or_env(
values, "search_engine_id", "SEARCH_ENGINE_ID"
@@ -110,7 +125,7 @@ class GoogleCloudEnterpriseSearchRetriever(BaseRetriever):
serving_config=self.serving_config_id,
)
- def _convert_search_response(
+ def _convert_unstructured_search_response(
self, results: Sequence[SearchResult]
) -> List[Document]:
"""Converts a sequence of search results to a list of LangChain documents."""
@@ -149,6 +164,30 @@ class GoogleCloudEnterpriseSearchRetriever(BaseRetriever):
return documents
+ def _convert_structured_search_response(
+ self, results: Sequence[SearchResult]
+ ) -> List[Document]:
+ """Converts a sequence of search results to a list of LangChain documents."""
+ import json
+
+ from google.protobuf.json_format import MessageToDict
+
+ documents: List[Document] = []
+
+ for result in results:
+ document_dict = MessageToDict(
+ result.document._pb, preserving_proto_field_name=True
+ )
+
+ documents.append(
+ Document(
+ page_content=json.dumps(document_dict.get("struct_data", {})),
+ metadata={"id": document_dict["id"], "name": document_dict["name"]},
+ )
+ )
+
+ return documents
+
def _create_search_request(self, query: str) -> SearchRequest:
"""Prepares a SearchRequest object."""
from google.cloud.discoveryengine_v1beta import SearchRequest
@@ -161,23 +200,32 @@ class GoogleCloudEnterpriseSearchRetriever(BaseRetriever):
mode=self.spell_correction_mode
)
- if self.get_extractive_answers:
- extractive_content_spec = (
- SearchRequest.ContentSearchSpec.ExtractiveContentSpec(
- max_extractive_answer_count=self.max_extractive_answer_count,
+ if self.engine_data_type == 0:
+ if self.get_extractive_answers:
+ extractive_content_spec = (
+ SearchRequest.ContentSearchSpec.ExtractiveContentSpec(
+ max_extractive_answer_count=self.max_extractive_answer_count,
+ )
)
+ else:
+ extractive_content_spec = (
+ SearchRequest.ContentSearchSpec.ExtractiveContentSpec(
+ max_extractive_segment_count=self.max_extractive_segment_count,
+ )
+ )
+ content_search_spec = SearchRequest.ContentSearchSpec(
+ extractive_content_spec=extractive_content_spec
)
+ elif self.engine_data_type == 1:
+ content_search_spec = None
else:
- extractive_content_spec = (
- SearchRequest.ContentSearchSpec.ExtractiveContentSpec(
- max_extractive_segment_count=self.max_extractive_segment_count,
- )
+ # TODO: Add extra data type handling for type website
+ raise NotImplementedError(
+ "Only engine data type 0 (Unstructured) or 1 (Structured)"
+ + " are supported currently."
+ + f" Got {self.engine_data_type}"
)
- content_search_spec = SearchRequest.ContentSearchSpec(
- extractive_content_spec=extractive_content_spec,
- )
-
return SearchRequest(
query=query,
filter=self.filter,
@@ -192,8 +240,27 @@ class GoogleCloudEnterpriseSearchRetriever(BaseRetriever):
self, query: str, *, run_manager: CallbackManagerForRetrieverRun
) -> List[Document]:
"""Get documents relevant for a query."""
+ from google.api_core.exceptions import InvalidArgument
+
search_request = self._create_search_request(query)
- response = self._client.search(search_request)
- documents = self._convert_search_response(response.results)
+
+ try:
+ response = self._client.search(search_request)
+ except InvalidArgument as e:
+ raise type(e)(
+ e.message + " This might be due to engine_data_type not set correctly."
+ )
+
+ if self.engine_data_type == 0:
+ documents = self._convert_unstructured_search_response(response.results)
+ elif self.engine_data_type == 1:
+ documents = self._convert_structured_search_response(response.results)
+ else:
+ # TODO: Add extra data type handling for type website
+ raise NotImplementedError(
+ "Only engine data type 0 (Unstructured) or 1 (Structured)"
+ + " are supported currently."
+ + f" Got {self.engine_data_type}"
+ )
return documents
diff --git a/libs/langchain/langchain/retrievers/parent_document_retriever.py b/libs/langchain/langchain/retrievers/parent_document_retriever.py
index f56b8929032..6757ba3ddb3 100644
--- a/libs/langchain/langchain/retrievers/parent_document_retriever.py
+++ b/libs/langchain/langchain/retrievers/parent_document_retriever.py
@@ -97,7 +97,7 @@ class ParentDocumentRetriever(BaseRetriever):
def add_documents(
self,
documents: List[Document],
- ids: Optional[List[str]],
+ ids: Optional[List[str]] = None,
add_to_docstore: bool = True,
) -> None:
"""Adds documents to the docstore and vectorstores.
diff --git a/libs/langchain/langchain/retrievers/self_query/myscale.py b/libs/langchain/langchain/retrievers/self_query/myscale.py
index 5c11b53d469..e4c5dde4b6c 100644
--- a/libs/langchain/langchain/retrievers/self_query/myscale.py
+++ b/libs/langchain/langchain/retrievers/self_query/myscale.py
@@ -103,7 +103,7 @@ class MyScaleTranslator(Visitor):
value = comparison.value
comp = comparison.comparator
- value = f"'{value}'" if type(value) is str else value
+ value = f"'{value}'" if isinstance(value, str) else value
# convert timestamp for datetime objects
if type(value) is datetime.date:
diff --git a/libs/langchain/langchain/tools/__init__.py b/libs/langchain/langchain/tools/__init__.py
index ad4ae9635a8..14e34d73200 100644
--- a/libs/langchain/langchain/tools/__init__.py
+++ b/libs/langchain/langchain/tools/__init__.py
@@ -17,6 +17,11 @@ tool for the job.
CallbackManagerForToolRun, AsyncCallbackManagerForToolRun
"""
+from langchain.tools.ainetwork.app import AINAppOps
+from langchain.tools.ainetwork.owner import AINOwnerOps
+from langchain.tools.ainetwork.rule import AINRuleOps
+from langchain.tools.ainetwork.transfer import AINTransfer
+from langchain.tools.ainetwork.value import AINValueOps
from langchain.tools.arxiv.tool import ArxivQueryRun
from langchain.tools.azure_cognitive_services import (
AzureCogsFormRecognizerTool,
@@ -118,6 +123,11 @@ from langchain.tools.youtube.search import YouTubeSearchTool
from langchain.tools.zapier.tool import ZapierNLAListActions, ZapierNLARunAction
__all__ = [
+ "AINAppOps",
+ "AINOwnerOps",
+ "AINRuleOps",
+ "AINTransfer",
+ "AINValueOps",
"AIPluginTool",
"APIOperation",
"ArxivQueryRun",
diff --git a/libs/langchain/langchain/tools/ainetwork/app.py b/libs/langchain/langchain/tools/ainetwork/app.py
new file mode 100644
index 00000000000..26599d75d7e
--- /dev/null
+++ b/libs/langchain/langchain/tools/ainetwork/app.py
@@ -0,0 +1,95 @@
+import builtins
+import json
+from enum import Enum
+from typing import List, Optional, Type, Union
+
+from langchain.callbacks.manager import AsyncCallbackManagerForToolRun
+from langchain.pydantic_v1 import BaseModel, Field
+from langchain.tools.ainetwork.base import AINBaseTool
+
+
+class AppOperationType(str, Enum):
+ SET_ADMIN = "SET_ADMIN"
+ GET_CONFIG = "GET_CONFIG"
+
+
+class AppSchema(BaseModel):
+ type: AppOperationType = Field(...)
+ appName: str = Field(..., description="Name of the application on the blockchain")
+ address: Optional[Union[str, List[str]]] = Field(
+ None,
+ description=(
+ "A single address or a list of addresses. Default: current session's "
+ "address"
+ ),
+ )
+
+
+class AINAppOps(AINBaseTool):
+ name: str = "AINappOps"
+ description: str = """
+Create an app in the AINetwork Blockchain database by creating the /apps/ path.
+An address set as `admin` can grant `owner` rights to other addresses (refer to `AINownerOps` for more details).
+Also, `admin` is initialized to have all `owner` permissions and `rule` allowed for that path.
+
+## appName Rule
+- [a-z_0-9]+
+
+## address Rules
+- 0x[0-9a-fA-F]{40}
+- Defaults to the current session's address
+- Multiple addresses can be specified if needed
+
+## SET_ADMIN Example 1
+- type: SET_ADMIN
+- appName: ain_project
+
+### Result:
+1. Path /apps/ain_project created.
+2. Current session's address registered as admin.
+
+## SET_ADMIN Example 2
+- type: SET_ADMIN
+- appName: test_project
+- address: [, ]
+
+### Result:
+1. Path /apps/test_project created.
+2. and registered as admin.
+
+""" # noqa: E501
+ args_schema: Type[BaseModel] = AppSchema
+
+ async def _arun(
+ self,
+ type: AppOperationType,
+ appName: str,
+ address: Optional[Union[str, List[str]]] = None,
+ run_manager: Optional[AsyncCallbackManagerForToolRun] = None,
+ ) -> str:
+ from ain.types import ValueOnlyTransactionInput
+ from ain.utils import getTimestamp
+
+ try:
+ if type is AppOperationType.SET_ADMIN:
+ if address is None:
+ address = self.interface.wallet.defaultAccount.address
+ if isinstance(address, str):
+ address = [address]
+
+ res = await self.interface.db.ref(
+ f"/manage_app/{appName}/create/{getTimestamp()}"
+ ).setValue(
+ transactionInput=ValueOnlyTransactionInput(
+ value={"admin": {address: True for address in address}}
+ )
+ )
+ elif type is AppOperationType.GET_CONFIG:
+ res = await self.interface.db.ref(
+ f"/manage_app/{appName}/config"
+ ).getValue()
+ else:
+ raise ValueError(f"Unsupported 'type': {type}.")
+ return json.dumps(res, ensure_ascii=False)
+ except Exception as e:
+ return f"{builtins.type(e).__name__}: {str(e)}"
diff --git a/libs/langchain/langchain/tools/ainetwork/base.py b/libs/langchain/langchain/tools/ainetwork/base.py
new file mode 100644
index 00000000000..7899761302b
--- /dev/null
+++ b/libs/langchain/langchain/tools/ainetwork/base.py
@@ -0,0 +1,71 @@
+"""Base class for AINetwork tools."""
+from __future__ import annotations
+
+import asyncio
+import threading
+from enum import Enum
+from typing import TYPE_CHECKING, Any, Optional
+
+from langchain.callbacks.manager import CallbackManagerForToolRun
+from langchain.pydantic_v1 import Field
+from langchain.tools.ainetwork.utils import authenticate
+from langchain.tools.base import BaseTool
+
+if TYPE_CHECKING:
+ from ain.ain import Ain
+
+
+class OperationType(str, Enum):
+ SET = "SET"
+ GET = "GET"
+
+
+class AINBaseTool(BaseTool):
+ """Base class for the AINetwork tools."""
+
+ interface: Ain = Field(default_factory=authenticate)
+ """The interface object for the AINetwork Blockchain."""
+
+ def _run(
+ self,
+ *args: Any,
+ run_manager: Optional[CallbackManagerForToolRun] = None,
+ **kwargs: Any,
+ ) -> str:
+ try:
+ loop = asyncio.get_event_loop()
+ except RuntimeError:
+ loop = asyncio.new_event_loop()
+ asyncio.set_event_loop(loop)
+ if loop.is_closed():
+ loop = asyncio.new_event_loop()
+ asyncio.set_event_loop(loop)
+
+ if loop.is_running():
+ result_container = []
+
+ def thread_target() -> None:
+ nonlocal result_container
+ new_loop = asyncio.new_event_loop()
+ asyncio.set_event_loop(new_loop)
+ try:
+ result_container.append(
+ new_loop.run_until_complete(self._arun(*args, **kwargs))
+ )
+ except Exception as e:
+ result_container.append(e)
+ finally:
+ new_loop.close()
+
+ thread = threading.Thread(target=thread_target)
+ thread.start()
+ thread.join()
+ result = result_container[0]
+ if isinstance(result, Exception):
+ raise result
+ return result
+
+ else:
+ result = loop.run_until_complete(self._arun(*args, **kwargs))
+ loop.close()
+ return result
diff --git a/libs/langchain/langchain/tools/ainetwork/owner.py b/libs/langchain/langchain/tools/ainetwork/owner.py
new file mode 100644
index 00000000000..42a2b18d861
--- /dev/null
+++ b/libs/langchain/langchain/tools/ainetwork/owner.py
@@ -0,0 +1,110 @@
+import builtins
+import json
+from typing import List, Optional, Type, Union
+
+from langchain.callbacks.manager import AsyncCallbackManagerForToolRun
+from langchain.pydantic_v1 import BaseModel, Field
+from langchain.tools.ainetwork.base import AINBaseTool, OperationType
+
+
+class RuleSchema(BaseModel):
+ type: OperationType = Field(...)
+ path: str = Field(..., description="Blockchain reference path")
+ address: Optional[Union[str, List[str]]] = Field(
+ None, description="A single address or a list of addresses"
+ )
+ write_owner: Optional[bool] = Field(
+ False, description="Authority to edit the `owner` property of the path"
+ )
+ write_rule: Optional[bool] = Field(
+ False, description="Authority to edit `write rule` for the path"
+ )
+ write_function: Optional[bool] = Field(
+ False, description="Authority to `set function` for the path"
+ )
+ branch_owner: Optional[bool] = Field(
+ False, description="Authority to initialize `owner` of sub-paths"
+ )
+
+
+class AINOwnerOps(AINBaseTool):
+ name: str = "AINownerOps"
+ description: str = """
+Rules for `owner` in AINetwork Blockchain database.
+An address set as `owner` can modify permissions according to its granted authorities
+
+## Path Rule
+- (/[a-zA-Z_0-9]+)+
+- Permission checks ascend from the most specific (child) path to broader (parent) paths until an `owner` is located.
+
+## Address Rules
+- 0x[0-9a-fA-F]{40}: 40-digit hexadecimal address
+- *: All addresses permitted
+- Defaults to the current session's address
+
+## SET
+- `SET` alters permissions for specific addresses, while other addresses remain unaffected.
+- When removing an address of `owner`, set all authorities for that address to false.
+- message `write_owner permission evaluated false` if fail
+
+### Example
+- type: SET
+- path: /apps/langchain
+- address: [, ]
+- write_owner: True
+- write_rule: True
+- write_function: True
+- branch_owner: True
+
+## GET
+- Provides all addresses with `owner` permissions and their authorities in the path.
+
+### Example
+- type: GET
+- path: /apps/langchain
+""" # noqa: E501
+ args_schema: Type[BaseModel] = RuleSchema
+
+ async def _arun(
+ self,
+ type: OperationType,
+ path: str,
+ address: Optional[Union[str, List[str]]] = None,
+ write_owner: Optional[bool] = None,
+ write_rule: Optional[bool] = None,
+ write_function: Optional[bool] = None,
+ branch_owner: Optional[bool] = None,
+ run_manager: Optional[AsyncCallbackManagerForToolRun] = None,
+ ) -> str:
+ from ain.types import ValueOnlyTransactionInput
+
+ try:
+ if type is OperationType.SET:
+ if address is None:
+ address = self.interface.wallet.defaultAccount.address
+ if isinstance(address, str):
+ address = [address]
+ res = await self.interface.db.ref(path).setOwner(
+ transactionInput=ValueOnlyTransactionInput(
+ value={
+ ".owner": {
+ "owners": {
+ address: {
+ "write_owner": write_owner or False,
+ "write_rule": write_rule or False,
+ "write_function": write_function or False,
+ "branch_owner": branch_owner or False,
+ }
+ for address in address
+ }
+ }
+ }
+ )
+ )
+ elif type is OperationType.GET:
+ res = await self.interface.db.ref(path).getOwner()
+ else:
+ raise ValueError(f"Unsupported 'type': {type}.")
+ return json.dumps(res, ensure_ascii=False)
+ except Exception as e:
+ return f"{builtins.type(e).__name__}: {str(e)}"
diff --git a/libs/langchain/langchain/tools/ainetwork/rule.py b/libs/langchain/langchain/tools/ainetwork/rule.py
new file mode 100644
index 00000000000..d66fd20205b
--- /dev/null
+++ b/libs/langchain/langchain/tools/ainetwork/rule.py
@@ -0,0 +1,77 @@
+import builtins
+import json
+from typing import Optional, Type
+
+from langchain.callbacks.manager import AsyncCallbackManagerForToolRun
+from langchain.pydantic_v1 import BaseModel, Field
+from langchain.tools.ainetwork.base import AINBaseTool, OperationType
+
+
+class RuleSchema(BaseModel):
+ type: OperationType = Field(...)
+ path: str = Field(..., description="Path on the blockchain where the rule applies")
+ eval: Optional[str] = Field(None, description="eval string to determine permission")
+
+
+class AINRuleOps(AINBaseTool):
+ name: str = "AINruleOps"
+ description: str = """
+Covers the write `rule` for the AINetwork Blockchain database. The SET type specifies write permissions using the `eval` variable as a JavaScript eval string.
+In order to AINvalueOps with SET at the path, the execution result of the `eval` string must be true.
+
+## Path Rules
+1. Allowed characters for directory: `[a-zA-Z_0-9]`
+2. Use `$` for template variables as directory.
+
+## Eval String Special Variables
+- auth.addr: Address of the writer for the path
+- newData: New data for the path
+- data: Current data for the path
+- currentTime: Time in seconds
+- lastBlockNumber: Latest processed block number
+
+## Eval String Functions
+- getValue()
+- getRule()
+- getOwner()
+- getFunction()
+- evalRule(, , auth, currentTime)
+- evalOwner(, 'write_owner', auth)
+
+## SET Example
+- type: SET
+- path: /apps/langchain_project_1/$from/$to/$img
+- eval: auth.addr===$from&&!getValue('/apps/image_db/'+$img)
+
+## GET Example
+- type: GET
+- path: /apps/langchain_project_1
+""" # noqa: E501
+ args_schema: Type[BaseModel] = RuleSchema
+
+ async def _arun(
+ self,
+ type: OperationType,
+ path: str,
+ eval: Optional[str] = None,
+ run_manager: Optional[AsyncCallbackManagerForToolRun] = None,
+ ) -> str:
+ from ain.types import ValueOnlyTransactionInput
+
+ try:
+ if type is OperationType.SET:
+ if eval is None:
+ raise ValueError("'eval' is required for SET operation.")
+
+ res = await self.interface.db.ref(path).setRule(
+ transactionInput=ValueOnlyTransactionInput(
+ value={".rule": {"write": eval}}
+ )
+ )
+ elif type is OperationType.GET:
+ res = await self.interface.db.ref(path).getRule()
+ else:
+ raise ValueError(f"Unsupported 'type': {type}.")
+ return json.dumps(res, ensure_ascii=False)
+ except Exception as e:
+ return f"{builtins.type(e).__name__}: {str(e)}"
diff --git a/libs/langchain/langchain/tools/ainetwork/transfer.py b/libs/langchain/langchain/tools/ainetwork/transfer.py
new file mode 100644
index 00000000000..b267f724a32
--- /dev/null
+++ b/libs/langchain/langchain/tools/ainetwork/transfer.py
@@ -0,0 +1,29 @@
+import json
+from typing import Optional, Type
+
+from langchain.callbacks.manager import AsyncCallbackManagerForToolRun
+from langchain.pydantic_v1 import BaseModel, Field
+from langchain.tools.ainetwork.base import AINBaseTool
+
+
+class TransferSchema(BaseModel):
+ address: str = Field(..., description="Address to transfer AIN to")
+ amount: int = Field(..., description="Amount of AIN to transfer")
+
+
+class AINTransfer(AINBaseTool):
+ name: str = "AINtransfer"
+ description: str = "Transfers AIN to a specified address"
+ args_schema: Type[TransferSchema] = TransferSchema
+
+ async def _arun(
+ self,
+ address: str,
+ amount: int,
+ run_manager: Optional[AsyncCallbackManagerForToolRun] = None,
+ ) -> str:
+ try:
+ res = await self.interface.wallet.transfer(address, amount, nonce=-1)
+ return json.dumps(res, ensure_ascii=False)
+ except Exception as e:
+ return f"{type(e).__name__}: {str(e)}"
diff --git a/libs/langchain/langchain/tools/ainetwork/utils.py b/libs/langchain/langchain/tools/ainetwork/utils.py
new file mode 100644
index 00000000000..0f8179a6075
--- /dev/null
+++ b/libs/langchain/langchain/tools/ainetwork/utils.py
@@ -0,0 +1,62 @@
+"""AINetwork Blockchain tool utils."""
+from __future__ import annotations
+
+import os
+from typing import TYPE_CHECKING, Literal, Optional
+
+if TYPE_CHECKING:
+ from ain.ain import Ain
+
+
+def authenticate(network: Optional[Literal["mainnet", "testnet"]] = "testnet") -> Ain:
+ """Authenticate using the AIN Blockchain"""
+
+ try:
+ from ain.ain import Ain
+ except ImportError as e:
+ raise ImportError(
+ "Cannot import ain-py related modules. Please install the package with "
+ "`pip install ain-py`."
+ ) from e
+
+ if network == "mainnet":
+ provider_url = "https://mainnet-api.ainetwork.ai/"
+ chain_id = 1
+ if "AIN_BLOCKCHAIN_ACCOUNT_PRIVATE_KEY" in os.environ:
+ private_key = os.environ["AIN_BLOCKCHAIN_ACCOUNT_PRIVATE_KEY"]
+ else:
+ raise EnvironmentError(
+ "Error: The AIN_BLOCKCHAIN_ACCOUNT_PRIVATE_KEY environmental variable "
+ "has not been set."
+ )
+ elif network == "testnet":
+ provider_url = "https://testnet-api.ainetwork.ai/"
+ chain_id = 0
+ if "AIN_BLOCKCHAIN_ACCOUNT_PRIVATE_KEY" in os.environ:
+ private_key = os.environ["AIN_BLOCKCHAIN_ACCOUNT_PRIVATE_KEY"]
+ else:
+ raise EnvironmentError(
+ "Error: The AIN_BLOCKCHAIN_ACCOUNT_PRIVATE_KEY environmental variable "
+ "has not been set."
+ )
+ elif network is None:
+ if (
+ "AIN_BLOCKCHAIN_PROVIDER_URL" in os.environ
+ and "AIN_BLOCKCHAIN_CHAIN_ID" in os.environ
+ and "AIN_BLOCKCHAIN_ACCOUNT_PRIVATE_KEY" in os.environ
+ ):
+ provider_url = os.environ["AIN_BLOCKCHAIN_PROVIDER_URL"]
+ chain_id = int(os.environ["AIN_BLOCKCHAIN_CHAIN_ID"])
+ private_key = os.environ["AIN_BLOCKCHAIN_ACCOUNT_PRIVATE_KEY"]
+ else:
+ raise EnvironmentError(
+ "Error: The AIN_BLOCKCHAIN_PROVIDER_URL and "
+ "AIN_BLOCKCHAIN_ACCOUNT_PRIVATE_KEY and AIN_BLOCKCHAIN_CHAIN_ID "
+ "environmental variable has not been set."
+ )
+ else:
+ raise ValueError(f"Unsupported 'network': {network}")
+
+ ain = Ain(provider_url, chain_id)
+ ain.wallet.addAndSetDefaultAccount(private_key)
+ return ain
diff --git a/libs/langchain/langchain/tools/ainetwork/value.py b/libs/langchain/langchain/tools/ainetwork/value.py
new file mode 100644
index 00000000000..2e6c92c685d
--- /dev/null
+++ b/libs/langchain/langchain/tools/ainetwork/value.py
@@ -0,0 +1,80 @@
+import builtins
+import json
+from typing import Optional, Type, Union
+
+from langchain.callbacks.manager import AsyncCallbackManagerForToolRun
+from langchain.pydantic_v1 import BaseModel, Field
+from langchain.tools.ainetwork.base import AINBaseTool, OperationType
+
+
+class ValueSchema(BaseModel):
+ type: OperationType = Field(...)
+ path: str = Field(..., description="Blockchain reference path")
+ value: Optional[Union[int, str, float, dict]] = Field(
+ None, description="Value to be set at the path"
+ )
+
+
+class AINValueOps(AINBaseTool):
+ name: str = "AINvalueOps"
+ description: str = """
+Covers the read and write value for the AINetwork Blockchain database.
+
+## SET
+- Set a value at a given path
+
+### Example
+- type: SET
+- path: /apps/langchain_test_1/object
+- value: {1: 2, "34": 56}
+
+## GET
+- Retrieve a value at a given path
+
+### Example
+- type: GET
+- path: /apps/langchain_test_1/DB
+
+## Special paths
+- `/accounts//balance`: Account balance
+- `/accounts//nonce`: Account nonce
+- `/apps`: Applications
+- `/consensus`: Consensus
+- `/checkin`: Check-in
+- `/deposit///`: Deposit
+- `/deposit_accounts///`: Deposit accounts
+- `/escrow`: Escrow
+- `/payments`: Payment
+- `/sharding`: Sharding
+- `/token/name`: Token name
+- `/token/symbol`: Token symbol
+- `/token/total_supply`: Token total supply
+- `/transfer////value`: Transfer
+- `/withdraw///`: Withdraw
+"""
+ args_schema: Type[BaseModel] = ValueSchema
+
+ async def _arun(
+ self,
+ type: OperationType,
+ path: str,
+ value: Optional[Union[int, str, float, dict]] = None,
+ run_manager: Optional[AsyncCallbackManagerForToolRun] = None,
+ ) -> str:
+ from ain.types import ValueOnlyTransactionInput
+
+ try:
+ if type is OperationType.SET:
+ if value is None:
+ raise ValueError("'value' is required for SET operation.")
+
+ res = await self.interface.db.ref(path).setValue(
+ transactionInput=ValueOnlyTransactionInput(value=value)
+ )
+ elif type is OperationType.GET:
+ res = await self.interface.db.ref(path).getValue()
+ else:
+ raise ValueError(f"Unsupported 'type': {type}.")
+ return json.dumps(res, ensure_ascii=False)
+ except Exception as e:
+ return f"{builtins.type(e).__name__}: {str(e)}"
diff --git a/libs/langchain/langchain/tools/python/tool.py b/libs/langchain/langchain/tools/python/tool.py
index 402a115ce90..81f91745575 100644
--- a/libs/langchain/langchain/tools/python/tool.py
+++ b/libs/langchain/langchain/tools/python/tool.py
@@ -6,13 +6,13 @@ import re
import sys
from contextlib import redirect_stdout
from io import StringIO
-from typing import Any, Dict, Optional
+from typing import Any, Dict, Optional, Type
from langchain.callbacks.manager import (
AsyncCallbackManagerForToolRun,
CallbackManagerForToolRun,
)
-from langchain.pydantic_v1 import Field, root_validator
+from langchain.pydantic_v1 import BaseModel, Field, root_validator
from langchain.tools.base import BaseTool
from langchain.utilities import PythonREPL
@@ -77,6 +77,10 @@ class PythonREPLTool(BaseTool):
return result
+class PythonInputs(BaseModel):
+ query: str = Field(description="code snippet to run")
+
+
class PythonAstREPLTool(BaseTool):
"""A tool for running python code in a REPL."""
@@ -90,6 +94,7 @@ class PythonAstREPLTool(BaseTool):
globals: Optional[Dict] = Field(default_factory=dict)
locals: Optional[Dict] = Field(default_factory=dict)
sanitize_input: bool = True
+ args_schema: Type[BaseModel] = PythonInputs
@root_validator(pre=True)
def validate_python_version(cls, values: Dict) -> Dict:
diff --git a/libs/langchain/langchain/utilities/serpapi.py b/libs/langchain/langchain/utilities/serpapi.py
index ab132b53afb..4d5af099775 100644
--- a/libs/langchain/langchain/utilities/serpapi.py
+++ b/libs/langchain/langchain/utilities/serpapi.py
@@ -129,7 +129,7 @@ class SerpAPIWrapper(BaseModel):
"""Process response from SerpAPI."""
if "error" in res.keys():
raise ValueError(f"Got error from SerpAPI: {res['error']}")
- if "answer_box" in res.keys() and type(res["answer_box"]) == list:
+ if "answer_box" in res.keys() and isinstance(res["answer_box"], list):
res["answer_box"] = res["answer_box"][0]
if "answer_box" in res.keys() and "answer" in res["answer_box"].keys():
toret = res["answer_box"]["answer"]
diff --git a/libs/langchain/langchain/utils/iter.py b/libs/langchain/langchain/utils/iter.py
index 1b95f180ea4..60834163c3f 100644
--- a/libs/langchain/langchain/utils/iter.py
+++ b/libs/langchain/langchain/utils/iter.py
@@ -1,10 +1,12 @@
from collections import deque
+from itertools import islice
from typing import (
Any,
ContextManager,
Deque,
Generator,
Generic,
+ Iterable,
Iterator,
List,
Optional,
@@ -161,3 +163,13 @@ class Tee(Generic[T]):
# Why this is needed https://stackoverflow.com/a/44638570
safetee = Tee
+
+
+def batch_iterate(size: int, iterable: Iterable[T]) -> Iterator[List[T]]:
+ """Utility batching function."""
+ it = iter(iterable)
+ while True:
+ chunk = list(islice(it, size))
+ if not chunk:
+ return
+ yield chunk
diff --git a/libs/langchain/langchain/vectorstores/elasticsearch.py b/libs/langchain/langchain/vectorstores/elasticsearch.py
index c8dd5990189..27f0ef30744 100644
--- a/libs/langchain/langchain/vectorstores/elasticsearch.py
+++ b/libs/langchain/langchain/vectorstores/elasticsearch.py
@@ -710,7 +710,7 @@ class ElasticsearchStore(VectorStore):
after deleting documents. Defaults to True.
"""
try:
- from elasticsearch.helpers import bulk
+ from elasticsearch.helpers import BulkIndexError, bulk
except ImportError:
raise ImportError(
"Could not import elasticsearch python package. "
@@ -731,8 +731,10 @@ class ElasticsearchStore(VectorStore):
logger.debug(f"Deleted {len(body)} texts from index")
return True
- except Exception as e:
+ except BulkIndexError as e:
logger.error(f"Error deleting texts: {e}")
+ firstError = e.errors[0].get("index", {}).get("error", {})
+ logger.error(f"First error reason: {firstError.get('reason')}")
raise e
else:
@@ -801,7 +803,7 @@ class ElasticsearchStore(VectorStore):
List of ids from adding the texts into the vectorstore.
"""
try:
- from elasticsearch.helpers import bulk
+ from elasticsearch.helpers import BulkIndexError, bulk
except ImportError:
raise ImportError(
"Could not import elasticsearch python package. "
@@ -867,8 +869,10 @@ class ElasticsearchStore(VectorStore):
logger.debug(f"added texts {ids} to index")
return ids
- except Exception as e:
+ except BulkIndexError as e:
logger.error(f"Error adding texts: {e}")
+ firstError = e.errors[0].get("index", {}).get("error", {})
+ logger.error(f"First error reason: {firstError.get('reason')}")
raise e
else:
diff --git a/libs/langchain/langchain/vectorstores/meilisearch.py b/libs/langchain/langchain/vectorstores/meilisearch.py
index cb9f5d98410..313ae681631 100644
--- a/libs/langchain/langchain/vectorstores/meilisearch.py
+++ b/libs/langchain/langchain/vectorstores/meilisearch.py
@@ -21,7 +21,7 @@ def _create_client(
try:
import meilisearch
except ImportError:
- raise ValueError(
+ raise ImportError(
"Could not import meilisearch python package. "
"Please install it with `pip install meilisearch`."
)
diff --git a/libs/langchain/langchain/vectorstores/milvus.py b/libs/langchain/langchain/vectorstores/milvus.py
index 05ce1b08501..c6a5301ff92 100644
--- a/libs/langchain/langchain/vectorstores/milvus.py
+++ b/libs/langchain/langchain/vectorstores/milvus.py
@@ -52,6 +52,9 @@ class Milvus(VectorStore):
default of index.
drop_old (Optional[bool]): Whether to drop the current collection. Defaults
to False.
+ primary_field (str): Name of the primary key field. Defaults to "pk".
+ text_field (str): Name of the text field. Defaults to "text".
+ vector_field (str): Name of the vector field. Defaults to "vector".
The connection args used for this class comes in the form of a dict,
here are a few of the options:
@@ -107,6 +110,10 @@ class Milvus(VectorStore):
index_params: Optional[dict] = None,
search_params: Optional[dict] = None,
drop_old: Optional[bool] = False,
+ *,
+ primary_field: str = "pk",
+ text_field: str = "text",
+ vector_field: str = "vector",
):
"""Initialize the Milvus vector store."""
try:
@@ -138,11 +145,11 @@ class Milvus(VectorStore):
self.consistency_level = consistency_level
# In order for a collection to be compatible, pk needs to be auto'id and int
- self._primary_field = "pk"
- # In order for compatiblility, the text field will need to be called "text"
- self._text_field = "text"
+ self._primary_field = primary_field
+ # In order for compatibility, the text field will need to be called "text"
+ self._text_field = text_field
# In order for compatibility, the vector field needs to be called "vector"
- self._vector_field = "vector"
+ self._vector_field = vector_field
self.fields: list[str] = []
# Create the connection to the server
if connection_args is None:
diff --git a/libs/langchain/poetry.lock b/libs/langchain/poetry.lock
index a0a76d09799..3ea9c47341f 100644
--- a/libs/langchain/poetry.lock
+++ b/libs/langchain/poetry.lock
@@ -1,10 +1,9 @@
-# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
[[package]]
name = "absl-py"
version = "1.4.0"
description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
-category = "main"
optional = true
python-versions = ">=3.6"
files = [
@@ -14,18 +13,17 @@ files = [
[[package]]
name = "aioboto3"
-version = "11.2.0"
+version = "11.3.0"
description = "Async boto3 wrapper"
-category = "main"
optional = true
python-versions = ">=3.7,<4.0"
files = [
- {file = "aioboto3-11.2.0-py3-none-any.whl", hash = "sha256:df4b83c3943b009a4dcd9f397f9f0491a374511b1ef37545082a771ca1e549fb"},
- {file = "aioboto3-11.2.0.tar.gz", hash = "sha256:c7f6234fd73efcb60ab6fca383fec33bb6352ca1832f252eac810cd6674f1748"},
+ {file = "aioboto3-11.3.0-py3-none-any.whl", hash = "sha256:11e6df5bf317e0dfc1390a29fea9e9f3afd8be99bad2cc9719d2cf44080a16fb"},
+ {file = "aioboto3-11.3.0.tar.gz", hash = "sha256:6f504ac312f62be5199033af97f51b20fac31df7f42c128d6643241c8e5741a9"},
]
[package.dependencies]
-aiobotocore = {version = "2.5.0", extras = ["boto3"]}
+aiobotocore = {version = "2.6.0", extras = ["boto3"]}
[package.extras]
chalice = ["chalice (>=1.24.0)"]
@@ -33,32 +31,30 @@ s3cse = ["cryptography (>=2.3.1)"]
[[package]]
name = "aiobotocore"
-version = "2.5.0"
+version = "2.6.0"
description = "Async client for aws services using botocore and aiohttp"
-category = "main"
optional = true
python-versions = ">=3.7"
files = [
- {file = "aiobotocore-2.5.0-py3-none-any.whl", hash = "sha256:9a2a022d7b78ec9a2af0de589916d2721cddbf96264401b78d7a73c1a1435f3b"},
- {file = "aiobotocore-2.5.0.tar.gz", hash = "sha256:6a5b397cddd4f81026aa91a14c7dd2650727425740a5af8ba75127ff663faf67"},
+ {file = "aiobotocore-2.6.0-py3-none-any.whl", hash = "sha256:0186e6a843364748cdbbf76ee98e9337c44f71a4e694ad1b110d5c516fbce909"},
+ {file = "aiobotocore-2.6.0.tar.gz", hash = "sha256:4805d0140bdfa17bfc2d0ba1243c8cc4273e927201fca5cf2e497c0004a9fab7"},
]
[package.dependencies]
-aiohttp = ">=3.3.1"
-aioitertools = ">=0.5.1"
-boto3 = {version = ">=1.26.76,<1.26.77", optional = true, markers = "extra == \"boto3\""}
-botocore = ">=1.29.76,<1.29.77"
-wrapt = ">=1.10.10"
+aiohttp = ">=3.7.4.post0,<4.0.0"
+aioitertools = ">=0.5.1,<1.0.0"
+boto3 = {version = ">=1.28.17,<1.28.18", optional = true, markers = "extra == \"boto3\""}
+botocore = ">=1.31.17,<1.31.18"
+wrapt = ">=1.10.10,<2.0.0"
[package.extras]
-awscli = ["awscli (>=1.27.76,<1.27.77)"]
-boto3 = ["boto3 (>=1.26.76,<1.26.77)"]
+awscli = ["awscli (>=1.29.17,<1.29.18)"]
+boto3 = ["boto3 (>=1.28.17,<1.28.18)"]
[[package]]
name = "aiodns"
version = "3.0.0"
description = "Simple DNS resolver for asyncio"
-category = "main"
optional = true
python-versions = "*"
files = [
@@ -71,111 +67,109 @@ pycares = ">=4.0.0"
[[package]]
name = "aiofiles"
-version = "23.1.0"
+version = "23.2.1"
description = "File support for asyncio."
-category = "main"
optional = true
-python-versions = ">=3.7,<4.0"
+python-versions = ">=3.7"
files = [
- {file = "aiofiles-23.1.0-py3-none-any.whl", hash = "sha256:9312414ae06472eb6f1d163f555e466a23aed1c8f60c30cccf7121dba2e53eb2"},
- {file = "aiofiles-23.1.0.tar.gz", hash = "sha256:edd247df9a19e0db16534d4baaf536d6609a43e1de5401d7a4c1c148753a1635"},
+ {file = "aiofiles-23.2.1-py3-none-any.whl", hash = "sha256:19297512c647d4b27a2cf7c34caa7e405c0d60b5560618a29a9fe027b18b0107"},
+ {file = "aiofiles-23.2.1.tar.gz", hash = "sha256:84ec2218d8419404abcb9f0c02df3f34c6e0a68ed41072acfb1cef5cbc29051a"},
]
[[package]]
name = "aiohttp"
-version = "3.8.4"
+version = "3.8.5"
description = "Async http client/server framework (asyncio)"
-category = "main"
optional = false
python-versions = ">=3.6"
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name = "aiohttp-retry"
version = "2.8.3"
description = "Simple retry client for aiohttp"
-category = "main"
optional = true
python-versions = ">=3.7"
files = [
@@ -209,7 +202,6 @@ aiohttp = "*"
name = "aioitertools"
version = "0.11.0"
description = "itertools and builtins for AsyncIO and mixed iterables"
-category = "main"
optional = true
python-versions = ">=3.6"
files = [
@@ -224,7 +216,6 @@ typing_extensions = {version = ">=4.0", markers = "python_version < \"3.10\""}
name = "aiosignal"
version = "1.3.1"
description = "aiosignal: a list of registered asynchronous callbacks"
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optional = false
python-versions = ">=3.7"
files = [
@@ -239,7 +230,6 @@ frozenlist = ">=1.1.0"
name = "aleph-alpha-client"
version = "2.17.0"
description = "python client to interact with Aleph Alpha api endpoints"
-category = "main"
optional = true
python-versions = "*"
files = [
@@ -267,7 +257,6 @@ types = ["mypy", "types-Pillow", "types-requests"]
name = "altair"
version = "4.2.2"
description = "Altair: A declarative statistical visualization library for Python."
-category = "main"
optional = true
python-versions = ">=3.7"
files = [
@@ -290,7 +279,6 @@ dev = ["black", "docutils", "flake8", "ipython", "m2r", "mistune (<2.0.0)", "pyt
name = "amadeus"
version = "8.1.0"
description = "Python module for the Amadeus travel APIs"
-category = "main"
optional = true
python-versions = ">=3.4.8"
files = [
@@ -301,7 +289,6 @@ files = [
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version = "0.0.29"
description = "Amazon Textract Caller tools"
-category = "main"
optional = true
python-versions = ">=3.6"
files = [
@@ -321,7 +308,6 @@ testing = ["amazon-textract-response-parser", "pytest"]
name = "amazon-textract-response-parser"
version = "1.0.0"
description = "Easily parse JSON returned by Amazon Textract."
-category = "main"
optional = true
python-versions = ">=3.8"
files = [
@@ -335,14 +321,13 @@ marshmallow = ">=3.14,<4"
[[package]]
name = "anyio"
-version = "3.7.0"
+version = "3.7.1"
description = "High level compatibility layer for multiple asynchronous event loop implementations"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
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sniffio = ">=1.1"
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-doc = ["Sphinx (>=6.1.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme", "sphinxcontrib-jquery"]
+doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
trio = ["trio (<0.22)"]
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version = "0.1.3"
description = "Disable App Nap on macOS >= 10.9"
-category = "dev"
optional = false
python-versions = "*"
files = [
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[[package]]
name = "argon2-cffi"
-version = "21.3.0"
-description = "The secure Argon2 password hashing algorithm."
-category = "dev"
+version = "23.1.0"
+description = "Argon2 for Python"
optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
files = [
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argon2-cffi-bindings = "*"
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-docs = ["furo", "sphinx", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
+dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"]
+tests = ["hypothesis", "pytest"]
+typing = ["mypy"]
[[package]]
name = "argon2-cffi-bindings"
version = "21.2.0"
description = "Low-level CFFI bindings for Argon2"
-category = "dev"
optional = false
python-versions = ">=3.6"
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@@ -441,7 +412,6 @@ tests = ["pytest"]
name = "arrow"
version = "1.2.3"
description = "Better dates & times for Python"
-category = "dev"
optional = false
python-versions = ">=3.6"
files = [
@@ -454,14 +424,13 @@ python-dateutil = ">=2.7.0"
[[package]]
name = "arxiv"
-version = "1.4.7"
+version = "1.4.8"
description = "Python wrapper for the arXiv API: http://arxiv.org/help/api/"
-category = "main"
optional = true
python-versions = ">=3.7"
files = [
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@@ -471,7 +440,6 @@ feedparser = "*"
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version = "2.2.1"
description = "Annotate AST trees with source code positions"
-category = "dev"
optional = false
python-versions = "*"
files = [
@@ -489,7 +457,6 @@ test = ["astroid", "pytest"]
name = "astunparse"
version = "1.6.3"
description = "An AST unparser for Python"
-category = "main"
optional = true
python-versions = "*"
files = [
@@ -502,43 +469,66 @@ six = ">=1.6.1,<2.0"
wheel = ">=0.23.0,<1.0"
[[package]]
-name = "async-timeout"
-version = "4.0.2"
-description = "Timeout context manager for asyncio programs"
-category = "main"
+name = "async-lru"
+version = "2.0.4"
+description = "Simple LRU cache for asyncio"
optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
files = [
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+[package.dependencies]
+typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
+
+[[package]]
+name = "async-timeout"
+version = "4.0.3"
+description = "Timeout context manager for asyncio programs"
+optional = false
+python-versions = ">=3.7"
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[[package]]
name = "atlassian-python-api"
-version = "3.39.0"
+version = "3.41.0"
description = "Python Atlassian REST API Wrapper"
-category = "main"
optional = true
python-versions = "*"
files = [
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deprecated = "*"
oauthlib = "*"
requests = "*"
-requests_oauthlib = "*"
+requests-oauthlib = "*"
six = "*"
[package.extras]
kerberos = ["requests-kerberos"]
+[[package]]
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+version = "0.3.2"
+description = "Simple decorator to set attributes of target function or class in a DRY way."
+optional = true
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version = "23.1.0"
description = "Classes Without Boilerplate"
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optional = false
python-versions = ">=3.7"
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description = "multi-library, cross-platform audio decoding"
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optional = true
python-versions = ">=3.6"
files = [
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name = "authlib"
-version = "1.2.0"
+version = "1.2.1"
description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
-category = "main"
optional = true
python-versions = "*"
files = [
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[package.dependencies]
@@ -581,27 +569,25 @@ cryptography = ">=3.2"
[[package]]
name = "awadb"
-version = "0.3.9"
+version = "0.3.10"
description = "AI Native database for embedding vectors"
-category = "main"
optional = true
python-versions = ">=3.7"
files = [
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python-versions = "*"
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azure-core = ">=1.24.0,<2.0.0"
isodate = ">=0.6.0"
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version = "6.0.0"
description = "An easy safelist-based HTML-sanitizing tool."
-category = "dev"
optional = false
python-versions = ">=3.7"
files = [
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version = "1.6.2"
description = "Fast, simple object-to-object and broadcast signaling"
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optional = true
python-versions = ">=3.7"
files = [
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name = "boto3"
-version = "1.26.76"
+version = "1.28.17"
description = "The AWS SDK for Python"
-category = "main"
optional = true
python-versions = ">= 3.7"
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jmespath = ">=0.7.1,<2.0.0"
s3transfer = ">=0.6.0,<0.7.0"
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[[package]]
name = "botocore"
-version = "1.29.76"
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description = "Low-level, data-driven core of boto 3."
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optional = true
python-versions = ">= 3.7"
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urllib3 = ">=1.25.4,<1.27"
[package.extras]
-crt = ["awscrt (==0.16.9)"]
+crt = ["awscrt (==0.16.26)"]
[[package]]
name = "brotli"
version = "1.0.9"
description = "Python bindings for the Brotli compression library"
-category = "main"
optional = true
python-versions = "*"
files = [
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version = "1.0.9.2"
description = "Python CFFI bindings to the Brotli library"
-category = "main"
optional = true
python-versions = "*"
files = [
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name = "build"
version = "0.10.0"
description = "A simple, correct Python build frontend"
-category = "main"
optional = true
python-versions = ">= 3.7"
files = [
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version = "5.3.1"
description = "Extensible memoizing collections and decorators"
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optional = true
python-versions = ">=3.7"
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version = "3.28.0"
description = "DataStax Driver for Apache Cassandra"
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optional = false
python-versions = "*"
files = [
@@ -1170,7 +1143,6 @@ graph = ["gremlinpython (==3.4.6)"]
name = "cassio"
version = "0.0.7"
description = "A framework-agnostic Python library to seamlessly integrate Apache Cassandra with ML/LLM/genAI workloads."
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optional = false
python-versions = ">=3.8"
files = [
@@ -1184,21 +1156,19 @@ numpy = ">=1.0"
[[package]]
name = "certifi"
-version = "2023.5.7"
+version = "2023.7.22"
description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
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description = "Foreign Function Interface for Python calling C code."
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optional = false
python-versions = "*"
files = [
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[[package]]
name = "chardet"
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description = "Universal encoding detector for Python 3"
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optional = true
python-versions = ">=3.7"
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optional = false
python-versions = ">=3.7.0"
files = [
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name = "clarifai"
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+version = "9.7.1"
description = "Clarifai Python Utilities"
-category = "main"
optional = true
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[[package]]
name = "clarifai-grpc"
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description = "Clarifai gRPC API Client"
-category = "main"
optional = true
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grpcio = ">=1.44.0"
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requests = ">=2.25.1"
[[package]]
name = "click"
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description = "Composable command line interface toolkit"
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optional = false
python-versions = ">=3.7"
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description = "An extension module for click to enable registering CLI commands via setuptools entry-points."
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optional = true
python-versions = "*"
files = [
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version = "0.5.25"
description = "ClickHouse core driver, SqlAlchemy, and Superset libraries"
-category = "main"
optional = true
python-versions = "~=3.7"
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version = "0.7.2"
description = "Click params for commmand line interfaces to GeoJSON"
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optional = true
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, <4"
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version = "2.2.5"
description = "Codespell"
-category = "dev"
optional = false
python-versions = ">=3.7"
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[[package]]
name = "cohere"
-version = "4.18.0"
+version = "4.21"
description = ""
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optional = true
python-versions = ">=3.7,<4.0"
files = [
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backoff = ">=2.0,<3.0"
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importlib_metadata = ">=6.0,<7.0"
requests = ">=2.25.0,<3.0.0"
urllib3 = ">=1.26,<3"
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python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
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optional = false
python-versions = "*"
files = [
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name = "comm"
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+version = "0.1.4"
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python-versions = ">=3.6"
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[[package]]
name = "coverage"
-version = "7.2.7"
+version = "7.3.0"
description = "Code coverage measurement for Python"
-category = "dev"
optional = false
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python-versions = ">=3.5"
files = [
@@ -1815,13 +1764,12 @@ files = [
[[package]]
name = "deeplake"
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+version = "3.6.19"
description = "Activeloop Deep Lake"
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optional = true
python-versions = "*"
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tqdm = "*"
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av = ["av (>=8.1.0)"]
azure = ["azure-cli", "azure-identity", "azure-storage-blob"]
dicom = ["nibabel", "pydicom"]
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@@ -1898,14 +1843,13 @@ packaging = "*"
[[package]]
name = "dill"
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-description = "serialize all of python"
-category = "main"
+version = "0.3.7"
+description = "serialize all of Python"
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python-versions = ">=3.7"
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description = "DNS toolkit"
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optional = true
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description = "Discover and load entry points from installed packages."
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[[package]]
name = "fastjsonschema"
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+version = "2.18.0"
description = "Fastest Python implementation of JSON schema"
-category = "dev"
optional = false
python-versions = "*"
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version = "0.0.4"
description = "Find the feed URLs for a website."
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optional = true
python-versions = "*"
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description = "A platform independent file lock."
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optional = true
python-versions = ">=3.7"
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optional = false
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version = "2023.6.0"
description = "File-system specification"
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optional = true
python-versions = ">=3.8"
files = [
@@ -2544,7 +2443,6 @@ tqdm = ["tqdm"]
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version = "0.18.3"
description = "Clean single-source support for Python 3 and 2"
-category = "main"
optional = true
python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
files = [
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description = "Python AST that abstracts the underlying Python version"
-category = "main"
optional = true
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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version = "2.5.0"
description = "Python bindings and utilities for GeoJSON"
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optional = true
python-versions = "*"
files = [
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optional = false
python-versions = ">2.6, !=3.3.*, <4"
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version = "0.13.2"
description = "Geographic pandas extensions"
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optional = true
python-versions = ">=3.8"
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version = "4.0.10"
description = "Git Object Database"
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optional = true
python-versions = ">=3.7"
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description = "GitPython is a Python library used to interact with Git repositories"
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optional = true
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description = "Google API client core library"
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python-versions = ">=3.7"
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description = "Google API Client Library for Python"
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google-auth-httplib2 = ">=0.1.0"
httplib2 = ">=0.15.0,<1dev"
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+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pytest", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
+inference = ["aiohttp", "pydantic"]
quality = ["black (>=23.1,<24.0)", "mypy (==0.982)", "ruff (>=0.0.241)"]
tensorflow = ["graphviz", "pydot", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "gradio", "jedi", "numpy", "pytest", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
torch = ["torch"]
-typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
+typing = ["pydantic", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
[[package]]
name = "humbug"
-version = "0.3.1"
+version = "0.3.2"
description = "Humbug: Do you build developer tools? Humbug helps you know your users."
-category = "main"
optional = true
python-versions = "*"
files = [
- {file = "humbug-0.3.1-py3-none-any.whl", hash = "sha256:f9e3c8dd60a8ba943194f7ed45caa66e5db43d99f3745c60030ec40e6313a927"},
- {file = "humbug-0.3.1.tar.gz", hash = "sha256:a123ee31551f5465ca7c1ee3da0862a4e0a0e5c8a7b762a863d833da624db215"},
+ {file = "humbug-0.3.2-py3-none-any.whl", hash = "sha256:0d302c82019842f4267ed05b54a26b155ab8dc441ac129e2a62c9c4892d53c71"},
+ {file = "humbug-0.3.2.tar.gz", hash = "sha256:0fca3cdb6db2348e13d7835b1a743ff545e38344fc55ad4e2a083634b12a0a6e"},
]
[package.dependencies]
@@ -3270,7 +3130,6 @@ profile = ["GPUtil", "psutil", "types-psutil"]
name = "hyperframe"
version = "6.0.1"
description = "HTTP/2 framing layer for Python"
-category = "main"
optional = true
python-versions = ">=3.6.1"
files = [
@@ -3282,7 +3141,6 @@ files = [
name = "idna"
version = "3.4"
description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
optional = false
python-versions = ">=3.5"
files = [
@@ -3292,14 +3150,13 @@ files = [
[[package]]
name = "importlib-metadata"
-version = "6.0.1"
+version = "6.8.0"
description = "Read metadata from Python packages"
-category = "main"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
- {file = "importlib_metadata-6.0.1-py3-none-any.whl", hash = "sha256:1543daade821c89b1c4a55986c326f36e54f2e6ca3bad96be4563d0acb74dcd4"},
- {file = "importlib_metadata-6.0.1.tar.gz", hash = "sha256:950127d57e35a806d520817d3e92eec3f19fdae9f0cd99da77a407c5aabefba3"},
+ {file = "importlib_metadata-6.8.0-py3-none-any.whl", hash = "sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb"},
+ {file = "importlib_metadata-6.8.0.tar.gz", hash = "sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743"},
]
[package.dependencies]
@@ -3308,32 +3165,30 @@ zipp = ">=0.5"
[package.extras]
docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
perf = ["ipython"]
-testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
[[package]]
name = "importlib-resources"
-version = "5.12.0"
+version = "6.0.1"
description = "Read resources from Python packages"
-category = "main"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
- {file = "importlib_resources-5.12.0-py3-none-any.whl", hash = "sha256:7b1deeebbf351c7578e09bf2f63fa2ce8b5ffec296e0d349139d43cca061a81a"},
- {file = "importlib_resources-5.12.0.tar.gz", hash = "sha256:4be82589bf5c1d7999aedf2a45159d10cb3ca4f19b2271f8792bc8e6da7b22f6"},
+ {file = "importlib_resources-6.0.1-py3-none-any.whl", hash = "sha256:134832a506243891221b88b4ae1213327eea96ceb4e407a00d790bb0626f45cf"},
+ {file = "importlib_resources-6.0.1.tar.gz", hash = "sha256:4359457e42708462b9626a04657c6208ad799ceb41e5c58c57ffa0e6a098a5d4"},
]
[package.dependencies]
zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
[[package]]
name = "iniconfig"
version = "2.0.0"
description = "brain-dead simple config-ini parsing"
-category = "dev"
optional = false
python-versions = ">=3.7"
files = [
@@ -3343,14 +3198,13 @@ files = [
[[package]]
name = "ipykernel"
-version = "6.23.2"
+version = "6.25.1"
description = "IPython Kernel for Jupyter"
-category = "dev"
optional = false
python-versions = ">=3.8"
files = [
- {file = "ipykernel-6.23.2-py3-none-any.whl", hash = "sha256:7ccb6e2d32fd958c21453db494c914f3474908a2fdefd99ab548a5375b548d1f"},
- {file = "ipykernel-6.23.2.tar.gz", hash = "sha256:fcfb67c5b504aa1bfcda1c5b3716636239e0f7b9290958f1c558c79b4c0e7ed5"},
+ {file = "ipykernel-6.25.1-py3-none-any.whl", hash = "sha256:c8a2430b357073b37c76c21c52184db42f6b4b0e438e1eb7df3c4440d120497c"},
+ {file = "ipykernel-6.25.1.tar.gz", hash = "sha256:050391364c0977e768e354bdb60cbbfbee7cbb943b1af1618382021136ffd42f"},
]
[package.dependencies]
@@ -3359,7 +3213,7 @@ comm = ">=0.1.1"
debugpy = ">=1.6.5"
ipython = ">=7.23.1"
jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
matplotlib-inline = ">=0.1"
nest-asyncio = "*"
packaging = "*"
@@ -3379,7 +3233,6 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
name = "ipython"
version = "8.12.2"
description = "IPython: Productive Interactive Computing"
-category = "dev"
optional = false
python-versions = ">=3.8"
files = [
@@ -3419,7 +3272,6 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pa
name = "ipython-genutils"
version = "0.2.0"
description = "Vestigial utilities from IPython"
-category = "dev"
optional = false
python-versions = "*"
files = [
@@ -3429,18 +3281,17 @@ files = [
[[package]]
name = "ipywidgets"
-version = "8.0.6"
+version = "8.1.0"
description = "Jupyter interactive widgets"
-category = "dev"
optional = false
python-versions = ">=3.7"
files = [
- {file = "ipywidgets-8.0.6-py3-none-any.whl", hash = "sha256:a60bf8d2528997e05ac83fd19ea2fbe65f2e79fbe1b2b35779bdfc46c2941dcc"},
- {file = "ipywidgets-8.0.6.tar.gz", hash = "sha256:de7d779f2045d60de9f6c25f653fdae2dba57898e6a1284494b3ba20b6893bb8"},
+ {file = "ipywidgets-8.1.0-py3-none-any.whl", hash = "sha256:6c8396cc7b8c95dfb4e9ab0054f48c002f045e7e5d7ae523f559d64e525a98ab"},
+ {file = "ipywidgets-8.1.0.tar.gz", hash = "sha256:ce97dd90525b3066fd00094690964e7eac14cf9b7745d35565b5eeac20cce687"},
]
[package.dependencies]
-ipykernel = ">=4.5.1"
+comm = ">=0.1.3"
ipython = ">=6.1.0"
jupyterlab-widgets = ">=3.0.7,<3.1.0"
traitlets = ">=4.3.1"
@@ -3453,7 +3304,6 @@ test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
name = "isodate"
version = "0.6.1"
description = "An ISO 8601 date/time/duration parser and formatter"
-category = "main"
optional = true
python-versions = "*"
files = [
@@ -3468,7 +3318,6 @@ six = "*"
name = "isoduration"
version = "20.11.0"
description = "Operations with ISO 8601 durations"
-category = "dev"
optional = false
python-versions = ">=3.7"
files = [
@@ -3483,7 +3332,6 @@ arrow = ">=0.15.0"
name = "jaraco-context"
version = "4.3.0"
description = "Context managers by jaraco"
-category = "main"
optional = true
python-versions = ">=3.7"
files = [
@@ -3497,29 +3345,27 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec
[[package]]
name = "jedi"
-version = "0.18.2"
+version = "0.19.0"
description = "An autocompletion tool for Python that can be used for text editors."
-category = "dev"
optional = false
python-versions = ">=3.6"
files = [
- {file = "jedi-0.18.2-py2.py3-none-any.whl", hash = "sha256:203c1fd9d969ab8f2119ec0a3342e0b49910045abe6af0a3ae83a5764d54639e"},
- {file = "jedi-0.18.2.tar.gz", hash = "sha256:bae794c30d07f6d910d32a7048af09b5a39ed740918da923c6b780790ebac612"},
+ {file = "jedi-0.19.0-py2.py3-none-any.whl", hash = "sha256:cb8ce23fbccff0025e9386b5cf85e892f94c9b822378f8da49970471335ac64e"},
+ {file = "jedi-0.19.0.tar.gz", hash = "sha256:bcf9894f1753969cbac8022a8c2eaee06bfa3724e4192470aaffe7eb6272b0c4"},
]
[package.dependencies]
-parso = ">=0.8.0,<0.9.0"
+parso = ">=0.8.3,<0.9.0"
[package.extras]
docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
[[package]]
name = "jieba3k"
version = "0.35.1"
description = "Chinese Words Segementation Utilities"
-category = "main"
optional = true
python-versions = "*"
files = [
@@ -3530,7 +3376,6 @@ files = [
name = "jinja2"
version = "3.1.2"
description = "A very fast and expressive template engine."
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -3548,7 +3393,6 @@ i18n = ["Babel (>=2.7)"]
name = "jmespath"
version = "1.0.1"
description = "JSON Matching Expressions"
-category = "main"
optional = true
python-versions = ">=3.7"
files = [
@@ -3558,21 +3402,19 @@ files = [
[[package]]
name = "joblib"
-version = "1.2.0"
+version = "1.3.2"
description = "Lightweight pipelining with Python functions"
-category = "main"
optional = true
python-versions = ">=3.7"
files = [
- {file = "joblib-1.2.0-py3-none-any.whl", hash = "sha256:091138ed78f800342968c523bdde947e7a305b8594b910a0fea2ab83c3c6d385"},
- {file = "joblib-1.2.0.tar.gz", hash = "sha256:e1cee4a79e4af22881164f218d4311f60074197fb707e082e803b61f6d137018"},
+ {file = "joblib-1.3.2-py3-none-any.whl", hash = "sha256:ef4331c65f239985f3f2220ecc87db222f08fd22097a3dd5698f693875f8cbb9"},
+ {file = "joblib-1.3.2.tar.gz", hash = "sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1"},
]
[[package]]
name = "jq"
version = "1.4.1"
description = "jq is a lightweight and flexible JSON processor."
-category = "main"
optional = true
python-versions = ">=3.5"
files = [
@@ -3633,11 +3475,24 @@ files = [
{file = "jq-1.4.1.tar.gz", hash = "sha256:52284ee3cb51670e6f537b0ec813654c064c1c0705bd910097ea0fe17313516d"},
]
+[[package]]
+name = "json5"
+version = "0.9.14"
+description = "A Python implementation of the JSON5 data format."
+optional = false
+python-versions = "*"
+files = [
+ {file = "json5-0.9.14-py2.py3-none-any.whl", hash = "sha256:740c7f1b9e584a468dbb2939d8d458db3427f2c93ae2139d05f47e453eae964f"},
+ {file = "json5-0.9.14.tar.gz", hash = "sha256:9ed66c3a6ca3510a976a9ef9b8c0787de24802724ab1860bc0153c7fdd589b02"},
+]
+
+[package.extras]
+dev = ["hypothesis"]
+
[[package]]
name = "jsonable"
version = "0.3.1"
description = "An abstract class that supports jsonserialization/deserialization."
-category = "main"
optional = true
python-versions = "*"
files = [
@@ -3649,7 +3504,6 @@ files = [
name = "jsonlines"
version = "3.1.0"
description = "Library with helpers for the jsonlines file format"
-category = "main"
optional = true
python-versions = ">=3.6"
files = [
@@ -3664,7 +3518,6 @@ attrs = ">=19.2.0"
name = "jsonpointer"
version = "2.4"
description = "Identify specific nodes in a JSON document (RFC 6901)"
-category = "dev"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
files = [
@@ -3673,27 +3526,28 @@ files = [
[[package]]
name = "jsonschema"
-version = "4.17.3"
+version = "4.19.0"
description = "An implementation of JSON Schema validation for Python"
-category = "main"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
- {file = "jsonschema-4.17.3-py3-none-any.whl", hash = "sha256:a870ad254da1a8ca84b6a2905cac29d265f805acc57af304784962a2aa6508f6"},
- {file = "jsonschema-4.17.3.tar.gz", hash = "sha256:0f864437ab8b6076ba6707453ef8f98a6a0d512a80e93f8abdb676f737ecb60d"},
+ {file = "jsonschema-4.19.0-py3-none-any.whl", hash = "sha256:043dc26a3845ff09d20e4420d6012a9c91c9aa8999fa184e7efcfeccb41e32cb"},
+ {file = "jsonschema-4.19.0.tar.gz", hash = "sha256:6e1e7569ac13be8139b2dd2c21a55d350066ee3f80df06c608b398cdc6f30e8f"},
]
[package.dependencies]
-attrs = ">=17.4.0"
+attrs = ">=22.2.0"
fqdn = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
idna = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
isoduration = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
jsonpointer = {version = ">1.13", optional = true, markers = "extra == \"format-nongpl\""}
+jsonschema-specifications = ">=2023.03.6"
pkgutil-resolve-name = {version = ">=1.3.10", markers = "python_version < \"3.9\""}
-pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+referencing = ">=0.28.4"
rfc3339-validator = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
+rpds-py = ">=0.7.1"
uri-template = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-nongpl\""}
@@ -3701,11 +3555,25 @@ webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-n
format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+[[package]]
+name = "jsonschema-specifications"
+version = "2023.7.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = false
+python-versions = ">=3.8"
+files = [
+ {file = "jsonschema_specifications-2023.7.1-py3-none-any.whl", hash = "sha256:05adf340b659828a004220a9613be00fa3f223f2b82002e273dee62fd50524b1"},
+ {file = "jsonschema_specifications-2023.7.1.tar.gz", hash = "sha256:c91a50404e88a1f6ba40636778e2ee08f6e24c5613fe4c53ac24578a5a7f72bb"},
+]
+
+[package.dependencies]
+importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
+referencing = ">=0.28.0"
+
[[package]]
name = "jupyter"
version = "1.0.0"
description = "Jupyter metapackage. Install all the Jupyter components in one go."
-category = "dev"
optional = false
python-versions = "*"
files = [
@@ -3724,34 +3592,31 @@ qtconsole = "*"
[[package]]
name = "jupyter-client"
-version = "7.4.9"
+version = "8.3.0"
description = "Jupyter protocol implementation and client libraries"
-category = "dev"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
- {file = "jupyter_client-7.4.9-py3-none-any.whl", hash = "sha256:214668aaea208195f4c13d28eb272ba79f945fc0cf3f11c7092c20b2ca1980e7"},
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+ {file = "jupyter_client-8.3.0-py3-none-any.whl", hash = "sha256:7441af0c0672edc5d28035e92ba5e32fadcfa8a4e608a434c228836a89df6158"},
+ {file = "jupyter_client-8.3.0.tar.gz", hash = "sha256:3af69921fe99617be1670399a0b857ad67275eefcfa291e2c81a160b7b650f5f"},
]
[package.dependencies]
-entrypoints = "*"
-jupyter-core = ">=4.9.2"
-nest-asyncio = ">=1.5.4"
+importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
python-dateutil = ">=2.8.2"
pyzmq = ">=23.0"
tornado = ">=6.2"
-traitlets = "*"
+traitlets = ">=5.3"
[package.extras]
-doc = ["ipykernel", "myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-test = ["codecov", "coverage", "ipykernel (>=6.12)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
+docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
+test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
[[package]]
name = "jupyter-console"
version = "6.6.3"
description = "Jupyter terminal console"
-category = "dev"
optional = false
python-versions = ">=3.7"
files = [
@@ -3763,7 +3628,7 @@ files = [
ipykernel = ">=6.14"
ipython = "*"
jupyter-client = ">=7.0.0"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
prompt-toolkit = ">=3.0.30"
pygments = "*"
pyzmq = ">=17"
@@ -3776,7 +3641,6 @@ test = ["flaky", "pexpect", "pytest"]
name = "jupyter-core"
version = "5.3.1"
description = "Jupyter core package. A base package on which Jupyter projects rely."
-category = "dev"
optional = false
python-versions = ">=3.8"
files = [
@@ -3795,20 +3659,20 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
[[package]]
name = "jupyter-events"
-version = "0.6.3"
+version = "0.7.0"
description = "Jupyter Event System library"
-category = "dev"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
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+ {file = "jupyter_events-0.7.0-py3-none-any.whl", hash = "sha256:4753da434c13a37c3f3c89b500afa0c0a6241633441421f6adafe2fb2e2b924e"},
+ {file = "jupyter_events-0.7.0.tar.gz", hash = "sha256:7be27f54b8388c03eefea123a4f79247c5b9381c49fb1cd48615ee191eb12615"},
]
[package.dependencies]
-jsonschema = {version = ">=3.2.0", extras = ["format-nongpl"]}
+jsonschema = {version = ">=4.18.0", extras = ["format-nongpl"]}
python-json-logger = ">=2.0.4"
pyyaml = ">=5.3"
+referencing = "*"
rfc3339-validator = "*"
rfc3986-validator = ">=0.1.1"
traitlets = ">=5.3"
@@ -3816,18 +3680,32 @@ traitlets = ">=5.3"
[package.extras]
cli = ["click", "rich"]
docs = ["jupyterlite-sphinx", "myst-parser", "pydata-sphinx-theme", "sphinxcontrib-spelling"]
-test = ["click", "coverage", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "pytest-cov", "rich"]
+test = ["click", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "rich"]
[[package]]
-name = "jupyter-server"
-version = "2.6.0"
-description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
-category = "dev"
+name = "jupyter-lsp"
+version = "2.2.0"
+description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server"
optional = false
python-versions = ">=3.8"
files = [
- {file = "jupyter_server-2.6.0-py3-none-any.whl", hash = "sha256:19525a1515b5999618a91b3e99ec9f6869aa8c5ba73e0b6279fcda918b54ba36"},
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+ {file = "jupyter-lsp-2.2.0.tar.gz", hash = "sha256:8ebbcb533adb41e5d635eb8fe82956b0aafbf0fd443b6c4bfa906edeeb8635a1"},
+ {file = "jupyter_lsp-2.2.0-py3-none-any.whl", hash = "sha256:9e06b8b4f7dd50300b70dd1a78c0c3b0c3d8fa68e0f2d8a5d1fbab62072aca3f"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
+jupyter-server = ">=1.1.2"
+
+[[package]]
+name = "jupyter-server"
+version = "2.7.2"
+description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
+optional = false
+python-versions = ">=3.8"
+files = [
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+ {file = "jupyter_server-2.7.2.tar.gz", hash = "sha256:d64fb4e593907290e5df916e3c9399c15ab2cd7bdb71cbcd1d36452dbfb30523"},
]
[package.dependencies]
@@ -3835,7 +3713,7 @@ anyio = ">=3.1.0"
argon2-cffi = "*"
jinja2 = "*"
jupyter-client = ">=7.4.4"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
jupyter-events = ">=0.6.0"
jupyter-server-terminals = "*"
nbconvert = ">=6.4.4"
@@ -3845,7 +3723,7 @@ packaging = "*"
prometheus-client = "*"
pywinpty = {version = "*", markers = "os_name == \"nt\""}
pyzmq = ">=24"
-send2trash = "*"
+send2trash = ">=1.8.2"
terminado = ">=0.8.3"
tornado = ">=6.2.0"
traitlets = ">=5.6.0"
@@ -3853,13 +3731,12 @@ websocket-client = "*"
[package.extras]
docs = ["ipykernel", "jinja2", "jupyter-client", "jupyter-server", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-openapi (>=0.8.0)", "sphinxcontrib-spelling", "sphinxemoji", "tornado", "typing-extensions"]
-test = ["ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.4)", "pytest-timeout", "requests"]
+test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.4)", "pytest-timeout", "requests"]
[[package]]
name = "jupyter-server-terminals"
version = "0.4.4"
description = "A Jupyter Server Extension Providing Terminals."
-category = "dev"
optional = false
python-versions = ">=3.8"
files = [
@@ -3875,11 +3752,43 @@ terminado = ">=0.8.3"
docs = ["jinja2", "jupyter-server", "mistune (<3.0)", "myst-parser", "nbformat", "packaging", "pydata-sphinx-theme", "sphinxcontrib-github-alt", "sphinxcontrib-openapi", "sphinxcontrib-spelling", "sphinxemoji", "tornado"]
test = ["coverage", "jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-cov", "pytest-jupyter[server] (>=0.5.3)", "pytest-timeout"]
+[[package]]
+name = "jupyterlab"
+version = "4.0.5"
+description = "JupyterLab computational environment"
+optional = false
+python-versions = ">=3.8"
+files = [
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+ {file = "jupyterlab-4.0.5.tar.gz", hash = "sha256:de49deb75f9b9aec478ed04754cbefe9c5d22fd796a5783cdc65e212983d3611"},
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+[package.dependencies]
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+importlib-resources = {version = ">=1.4", markers = "python_version < \"3.9\""}
+ipykernel = "*"
+jinja2 = ">=3.0.3"
+jupyter-core = "*"
+jupyter-lsp = ">=2.0.0"
+jupyter-server = ">=2.4.0,<3"
+jupyterlab-server = ">=2.19.0,<3"
+notebook-shim = ">=0.2"
+packaging = "*"
+tomli = {version = "*", markers = "python_version < \"3.11\""}
+tornado = ">=6.2.0"
+traitlets = "*"
+
+[package.extras]
+dev = ["black[jupyter] (==23.3.0)", "build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.0.271)"]
+docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-tornasync", "sphinx (>=1.8)", "sphinx-copybutton"]
+docs-screenshots = ["altair (==5.0.1)", "ipython (==8.14.0)", "ipywidgets (==8.0.6)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.0.post0)", "matplotlib (==3.7.1)", "nbconvert (>=7.0.0)", "pandas (==2.0.2)", "scipy (==1.10.1)", "vega-datasets (==0.9.0)"]
+test = ["coverage", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.5.3)", "pytest-timeout", "pytest-tornasync", "requests", "requests-cache", "virtualenv"]
+
[[package]]
name = "jupyterlab-pygments"
version = "0.2.2"
description = "Pygments theme using JupyterLab CSS variables"
-category = "dev"
optional = false
python-versions = ">=3.7"
files = [
@@ -3888,81 +3797,107 @@ files = [
]
[[package]]
-name = "jupyterlab-widgets"
-version = "3.0.7"
-description = "Jupyter interactive widgets for JupyterLab"
-category = "dev"
+name = "jupyterlab-server"
+version = "2.24.0"
+description = "A set of server components for JupyterLab and JupyterLab like applications."
optional = false
python-versions = ">=3.7"
files = [
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+[package.dependencies]
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+importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
+jinja2 = ">=3.0.3"
+json5 = ">=0.9.0"
+jsonschema = ">=4.17.3"
+jupyter-server = ">=1.21,<3"
+packaging = ">=21.3"
+requests = ">=2.28"
+
+[package.extras]
+docs = ["autodoc-traits", "jinja2 (<3.2.0)", "mistune (<4)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi (>0.8)"]
+openapi = ["openapi-core (>=0.16.1,<0.17.0)", "ruamel-yaml"]
+test = ["hatch", "ipykernel", "jupyterlab-server[openapi]", "openapi-spec-validator (>=0.5.1,<0.7.0)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
+
+[[package]]
+name = "jupyterlab-widgets"
+version = "3.0.8"
+description = "Jupyter interactive widgets for JupyterLab"
+optional = false
+python-versions = ">=3.7"
+files = [
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]
[[package]]
name = "keras"
-version = "2.11.0"
+version = "2.13.1"
description = "Deep learning for humans."
-category = "main"
optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
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]
[[package]]
name = "lancedb"
-version = "0.1.8"
+version = "0.1.16"
description = "lancedb"
-category = "main"
optional = true
python-versions = ">=3.8"
files = [
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+attr = "*"
+pydantic = "*"
+pylance = "0.5.10"
ratelimiter = "*"
retry = "*"
+semver = "*"
tqdm = "*"
[package.extras]
dev = ["black", "pre-commit", "ruff"]
docs = ["mkdocs", "mkdocs-jupyter", "mkdocs-material", "mkdocstrings[python]"]
-tests = ["doctest", "pytest", "pytest-mock"]
+tests = ["pandas (>=1.4)", "pytest", "pytest-asyncio", "pytest-mock"]
[[package]]
name = "langkit"
-version = "0.0.6"
+version = "0.0.15"
description = "A collection of text metric udfs for whylogs profiling and monitoring in WhyLabs"
-category = "main"
optional = true
python-versions = ">=3.8,<4.0"
files = [
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]
[package.dependencies]
pandas = "*"
textstat = ">=0.7.3,<0.8.0"
-whylogs = ">=1.2.3,<2.0.0"
+whylogs = "1.2.6"
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-all = ["datasets (>=2.12.0,<3.0.0)", "nltk (>=3.8.1,<4.0.0)", "openai (>=0.27.6,<0.28.0)", "sentence-transformers (>=2.2.2,<3.0.0)", "torch"]
+all = ["datasets (>=2.12.0,<3.0.0)", "evaluate (>=0.4.0,<0.5.0)", "nltk (>=3.8.1,<4.0.0)", "openai (>=0.27.6,<0.28.0)", "sentence-transformers (>=2.2.2,<3.0.0)", "torch"]
[[package]]
name = "langsmith"
-version = "0.0.22"
+version = "0.0.25"
description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
-category = "main"
optional = false
python-versions = ">=3.8.1,<4.0"
files = [
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+ {file = "langsmith-0.0.25-py3-none-any.whl", hash = "sha256:d595435ad21fa6077550d7c85472935d1e8241afa042c1e29287d2c95c3ed151"},
+ {file = "langsmith-0.0.25.tar.gz", hash = "sha256:e728c398fc1adaa0ed8abeb21f6a92d7fb19fe3ab49d3911c22b03dfe25935d6"},
]
[package.dependencies]
@@ -3971,18 +3906,18 @@ requests = ">=2,<3"
[[package]]
name = "lark"
-version = "1.1.5"
+version = "1.1.7"
description = "a modern parsing library"
-category = "main"
optional = false
-python-versions = "*"
+python-versions = ">=3.6"
files = [
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+ {file = "lark-1.1.7-py3-none-any.whl", hash = "sha256:9e5dc5bbf93fa1840083707285262514a0ef8a6613874af7ea1cec60468d6e92"},
+ {file = "lark-1.1.7.tar.gz", hash = "sha256:be7437bf1f37ab08b355f29ff2571d77d777113d0a8c4352b0c513dced6c5a1e"},
]
[package.extras]
atomic-cache = ["atomicwrites"]
+interegular = ["interegular (>=0.3.1,<0.4.0)"]
nearley = ["js2py"]
regex = ["regex"]
@@ -3990,7 +3925,6 @@ regex = ["regex"]
name = "lazy-loader"
version = "0.3"
description = "lazy_loader"
-category = "main"
optional = true
python-versions = ">=3.7"
files = [
@@ -4004,27 +3938,28 @@ test = ["pytest (>=7.4)", "pytest-cov (>=4.1)"]
[[package]]
name = "libclang"
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html5 = ["html5lib"]
htmlsoup = ["BeautifulSoup4"]
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version = "4.3.2"
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[[package]]
name = "markdown"
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python-versions = ">=3.7"
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testing = ["coverage", "pyyaml"]
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description = "Python port of markdown-it. Markdown parsing, done right!"
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plugins = ["mdit-py-plugins"]
profiling = ["gprof2dot"]
-rtd = ["attrs", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
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testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
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description = "Safely add untrusted strings to HTML/XML markup."
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python-versions = ">=3.7"
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@@ -4409,7 +4366,6 @@ files = [
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python-versions = ">=3"
files = [
@@ -4426,30 +4382,28 @@ urllib3 = "*"
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description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
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optional = false
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version = "1.5.1"
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python-versions = "*"
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@@ -4464,7 +4418,6 @@ marshmallow = ">=2.0.0"
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@@ -4479,7 +4432,6 @@ traitlets = "*"
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name = "mistune"
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-description = "A sane Markdown parser with useful plugins and renderers"
-category = "dev"
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optional = false
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optional = true
python-versions = "*"
files = [
@@ -4546,31 +4496,29 @@ files = [
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name = "momento"
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description = "SDK for Momento"
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optional = true
python-versions = ">=3.7,<4.0"
files = [
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pyjwt = ">=2.4.0,<3.0.0"
[[package]]
name = "momento-wire-types"
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description = "Momento Client Proto Generated Files"
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optional = true
python-versions = ">=3.7,<4.0"
files = [
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@@ -4579,21 +4527,19 @@ protobuf = ">=3,<5"
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+version = "10.1.0"
description = "More routines for operating on iterables, beyond itertools"
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optional = true
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files = [
@@ -4609,18 +4555,17 @@ tests = ["pytest (>=4.6)"]
[[package]]
name = "msal"
-version = "1.22.0"
+version = "1.23.0"
description = "The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect."
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+cryptography = ">=0.6,<44"
PyJWT = {version = ">=1.0.0,<3", extras = ["crypto"]}
requests = ">=2.0.0,<3"
@@ -4631,7 +4576,6 @@ broker = ["pymsalruntime (>=0.13.2,<0.14)"]
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version = "1.0.0"
description = "Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism."
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optional = true
python-versions = "*"
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@@ -4650,7 +4594,6 @@ portalocker = [
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version = "1.0.5"
description = "MessagePack serializer"
-category = "main"
optional = true
python-versions = "*"
files = [
@@ -4723,7 +4666,6 @@ files = [
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optional = true
python-versions = ">=3.6"
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@@ -4745,7 +4687,6 @@ async = ["aiodns", "aiohttp (>=3.0)"]
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optional = false
python-versions = ">=3.7"
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@@ -4827,36 +4768,36 @@ files = [
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-description = "better multiprocessing and multithreading in python"
-category = "main"
+version = "0.70.15"
+description = "better multiprocessing and multithreading in Python"
optional = true
python-versions = ">=3.7"
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[[package]]
name = "mwcli"
version = "0.0.3"
description = "Utilities for processing MediaWiki on the command line."
-category = "main"
optional = true
python-versions = "*"
files = [
@@ -4873,7 +4814,6 @@ para = "*"
name = "mwparserfromhell"
version = "0.6.4"
description = "MWParserFromHell is a parser for MediaWiki wikicode."
-category = "main"
optional = true
python-versions = ">= 3.6"
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@@ -4911,7 +4851,6 @@ files = [
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version = "0.3.2"
description = "A set of types for processing MediaWiki data."
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optional = true
python-versions = "*"
files = [
@@ -4926,7 +4865,6 @@ jsonable = ">=0.3.0"
name = "mwxml"
version = "0.3.3"
description = "A set of utilities for processing MediaWiki XML dump data."
-category = "main"
optional = true
python-versions = "*"
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@@ -4944,7 +4882,6 @@ para = ">=0.0.1"
name = "mypy"
version = "0.991"
description = "Optional static typing for Python"
-category = "dev"
optional = false
python-versions = ">=3.7"
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@@ -4995,7 +4932,6 @@ reports = ["lxml"]
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version = "1.0.0"
description = "Type system extensions for programs checked with the mypy type checker."
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optional = false
python-versions = ">=3.5"
files = [
@@ -5007,7 +4943,6 @@ files = [
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description = "Generate mypy stub files from protobuf specs"
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optional = false
python-versions = ">=3.7"
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@@ -5019,75 +4954,37 @@ files = [
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types-protobuf = ">=3.19.12"
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-Send2Trash = ">=1.8.0"
-terminado = ">=0.8.3"
-tornado = ">=6.1"
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-[package.extras]
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-
[[package]]
name = "nbclient"
-version = "0.7.4"
+version = "0.8.0"
description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
-category = "dev"
optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
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nbformat = ">=5.1"
-traitlets = ">=5.3"
+traitlets = ">=5.4"
[package.extras]
dev = ["pre-commit"]
docs = ["autodoc-traits", "mock", "moto", "myst-parser", "nbclient[test]", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling"]
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[[package]]
name = "nbconvert"
-version = "7.5.0"
+version = "7.7.4"
description = "Converting Jupyter Notebooks"
-category = "dev"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
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@@ -5099,7 +4996,7 @@ jinja2 = ">=3.0"
jupyter-core = ">=4.7"
jupyterlab-pygments = "*"
markupsafe = ">=2.0"
-mistune = ">=2.0.3,<3"
+mistune = ">=2.0.3,<4"
nbclient = ">=0.5.0"
nbformat = ">=5.7"
packaging = "*"
@@ -5114,19 +5011,18 @@ docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sp
qtpdf = ["nbconvert[qtpng]"]
qtpng = ["pyqtwebengine (>=5.15)"]
serve = ["tornado (>=6.1)"]
-test = ["ipykernel", "ipywidgets (>=7)", "pre-commit", "pytest", "pytest-dependency"]
-webpdf = ["pyppeteer (>=1,<1.1)"]
+test = ["flaky", "ipykernel", "ipywidgets (>=7)", "pre-commit", "pytest", "pytest-dependency"]
+webpdf = ["playwright"]
[[package]]
name = "nbformat"
-version = "5.9.0"
+version = "5.9.2"
description = "The Jupyter Notebook format"
-category = "dev"
optional = false
python-versions = ">=3.8"
files = [
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@@ -5143,7 +5039,6 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
name = "nebula3-python"
version = "3.4.0"
description = "Python client for NebulaGraph V3.4"
-category = "main"
optional = true
python-versions = "*"
files = [
@@ -5159,13 +5054,12 @@ six = ">=1.16.0"
[[package]]
name = "neo4j"
-version = "5.9.0"
+version = "5.11.0"
description = "Neo4j Bolt driver for Python"
-category = "main"
optional = true
python-versions = ">=3.7"
files = [
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@@ -5177,21 +5071,19 @@ pandas = ["numpy (>=1.7.0,<2.0.0)", "pandas (>=1.1.0,<3.0.0)"]
[[package]]
name = "nest-asyncio"
-version = "1.5.6"
+version = "1.5.7"
description = "Patch asyncio to allow nested event loops"
-category = "main"
optional = false
python-versions = ">=3.5"
files = [
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description = "Python package for creating and manipulating graphs and networks"
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optional = true
python-versions = ">=3.8"
files = [
@@ -5210,7 +5102,6 @@ test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
name = "newspaper3k"
version = "0.2.8"
description = "Simplified python article discovery & extraction."
-category = "main"
optional = true
python-versions = "*"
files = [
@@ -5235,14 +5126,13 @@ tldextract = ">=2.0.1"
[[package]]
name = "nlpcloud"
-version = "1.0.42"
+version = "1.1.44"
description = "Python client for the NLP Cloud API"
-category = "main"
optional = true
python-versions = "*"
files = [
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@@ -5252,7 +5142,6 @@ requests = "*"
name = "nltk"
version = "3.8.1"
description = "Natural Language Toolkit"
-category = "main"
optional = true
python-versions = ">=3.7"
files = [
@@ -5278,7 +5167,6 @@ twitter = ["twython"]
name = "nomic"
version = "1.1.14"
description = "The offical Nomic python client."
-category = "main"
optional = true
python-versions = "*"
files = [
@@ -5304,44 +5192,32 @@ gpt4all = ["peft (==0.3.0.dev0)", "sentencepiece", "torch", "transformers (==4.2
[[package]]
name = "notebook"
-version = "6.5.4"
-description = "A web-based notebook environment for interactive computing"
-category = "dev"
+version = "7.0.2"
+description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
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-Send2Trash = ">=1.8.0"
-terminado = ">=0.8.3"
-tornado = ">=6.1"
-traitlets = ">=4.2.1"
+importlib-resources = {version = ">=5.0", markers = "python_version < \"3.9\""}
+jupyter-server = ">=2.4.0,<3"
+jupyterlab = ">=4.0.2,<5"
+jupyterlab-server = ">=2.22.1,<3"
+notebook-shim = ">=0.2,<0.3"
+tornado = ">=6.2.0"
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-json-logging = ["json-logging"]
-test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixsocket", "selenium (==4.1.5)", "testpath"]
+dev = ["hatch", "pre-commit"]
+docs = ["myst-parser", "nbsphinx", "pydata-sphinx-theme", "sphinx (>=1.3.6)", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
+test = ["ipykernel", "jupyter-server[test] (>=2.4.0,<3)", "jupyterlab-server[test] (>=2.22.1,<3)", "nbval", "pytest (>=7.0)", "pytest-console-scripts", "pytest-timeout", "pytest-tornasync", "requests"]
[[package]]
name = "notebook-shim"
version = "0.2.3"
description = "A shim layer for notebook traits and config"
-category = "dev"
optional = false
python-versions = ">=3.7"
files = [
@@ -5359,7 +5235,6 @@ test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"
name = "numba"
version = "0.57.1"
description = "compiling Python code using LLVM"
-category = "main"
optional = true
python-versions = ">=3.8"
files = [
@@ -5391,14 +5266,13 @@ files = [
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importlib-metadata = {version = "*", markers = "python_version < \"3.9\""}
-llvmlite = ">=0.40.0dev0,<0.41"
+llvmlite = "==0.40.*"
numpy = ">=1.21,<1.25"
[[package]]
name = "numcodecs"
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version = "1.24.3"
description = "Fundamental package for array computing in Python"
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@@ -5512,7 +5384,6 @@ files = [
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@@ -5528,7 +5399,6 @@ wheel = "*"
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@@ -5561,7 +5430,6 @@ wheel = "*"
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name = "opensearch-py"
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python-versions = ">=3.7"
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python-versions = "*"
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description = "Python Imaging Library (Fork)"
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optional = true
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description = "C parser in Python"
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optional = false
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[package.extras]
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-gssapi = ["pykerberos"]
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snappy = ["python-snappy"]
zstd = ["zstandard"]
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name = "pympler"
version = "1.0.1"
description = "A development tool to measure, monitor and analyze the memory behavior of Python objects."
-category = "main"
optional = true
python-versions = ">=3.6"
files = [
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name = "pymupdf"
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optional = true
python-versions = ">=3.7"
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version = "1.4.0"
description = "Client library for the Qdrant vector search engine"
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optional = true
python-versions = ">=3.7,<3.12"
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version = "5.4.3"
description = "Jupyter Qt console"
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optional = false
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name = "qtpy"
version = "2.3.1"
description = "Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6)."
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optional = false
python-versions = ">=3.7"
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name = "rank-bm25"
version = "0.2.2"
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optional = true
python-versions = "*"
files = [
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optional = true
python-versions = "*"
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[[package]]
name = "redis"
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description = "Python client for Redis database and key-value store"
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ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]
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description = "Persistent dict in Python, backed up by sqlite3 and pickle, multithread-safe."
-category = "main"
optional = true
python-versions = "*"
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python-versions = ">=3.7"
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description = "A faster way to build and share data apps"
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description = "String case converter."
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optional = true
python-versions = "*"
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files = [
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name = "syrupy"
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description = "Pytest Snapshot Test Utility"
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description = "Full-featured Telegram client library for Python 3"
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python-versions = ">=3.5"
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+version = "2.13.0"
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sigopt = ["sigopt"]
sklearn = ["scikit-learn"]
speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
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optional = false
python-versions = "*"
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@@ -9619,26 +9524,24 @@ files = [
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python-versions = "*"
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name = "types-pyopenssl"
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description = "Typing stubs for pyOpenSSL"
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optional = false
python-versions = "*"
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@@ -9646,38 +9549,35 @@ cryptography = ">=35.0.0"
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name = "types-pytz"
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description = "Typing stubs for pytz"
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optional = false
python-versions = "*"
files = [
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name = "types-pyyaml"
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description = "Typing stubs for PyYAML"
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python-versions = "*"
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name = "types-redis"
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description = "Typing stubs for redis"
-category = "dev"
optional = false
python-versions = "*"
files = [
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@@ -9686,14 +9586,13 @@ types-pyOpenSSL = "*"
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name = "types-requests"
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+version = "2.31.0.2"
description = "Typing stubs for requests"
-category = "main"
optional = false
python-versions = "*"
files = [
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@@ -9701,45 +9600,41 @@ types-urllib3 = "*"
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name = "types-toml"
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+version = "0.10.8.7"
description = "Typing stubs for toml"
-category = "dev"
optional = false
python-versions = "*"
files = [
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name = "types-urllib3"
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description = "Typing stubs for urllib3"
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optional = false
python-versions = "*"
files = [
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description = "Backported and Experimental Type Hints for Python 3.7+"
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optional = false
python-versions = ">=3.7"
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optional = false
python-versions = "*"
files = [
@@ -9755,7 +9650,6 @@ typing-extensions = ">=3.7.4"
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version = "2023.3"
description = "Provider of IANA time zone data"
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optional = false
python-versions = ">=2"
files = [
@@ -9765,14 +9659,13 @@ files = [
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name = "tzlocal"
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description = "tzinfo object for the local timezone"
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optional = true
python-versions = ">=3.7"
files = [
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@@ -9785,24 +9678,22 @@ devenv = ["black", "check-manifest", "flake8", "pyroma", "pytest (>=4.3)", "pyte
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name = "uri-template"
-version = "1.2.0"
+version = "1.3.0"
description = "RFC 6570 URI Template Processor"
-category = "dev"
optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
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[package.extras]
-dev = ["flake8 (<4.0.0)", "flake8-annotations", "flake8-bugbear", "flake8-commas", "flake8-comprehensions", "flake8-continuation", "flake8-datetimez", "flake8-docstrings", "flake8-import-order", "flake8-literal", "flake8-noqa", "flake8-requirements", "flake8-type-annotations", "flake8-use-fstring", "mypy", "pep8-naming"]
+dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake8-commas", "flake8-comprehensions", "flake8-continuation", "flake8-datetimez", "flake8-docstrings", "flake8-import-order", "flake8-literal", "flake8-modern-annotations", "flake8-noqa", "flake8-pyproject", "flake8-requirements", "flake8-typechecking-import", "flake8-use-fstring", "mypy", "pep8-naming", "types-PyYAML"]
[[package]]
name = "uritemplate"
version = "4.1.1"
description = "Implementation of RFC 6570 URI Templates"
-category = "main"
optional = true
python-versions = ">=3.6"
files = [
@@ -9814,7 +9705,6 @@ files = [
name = "urllib3"
version = "1.26.16"
description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
files = [
@@ -9829,36 +9719,28 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
[[package]]
name = "validators"
-version = "0.20.0"
-description = "Python Data Validation for Humans™."
-category = "main"
+version = "0.21.0"
+description = "Python Data Validation for Humans™"
optional = true
-python-versions = ">=3.4"
+python-versions = ">=3.8,<4.0"
files = [
- {file = "validators-0.20.0.tar.gz", hash = "sha256:24148ce4e64100a2d5e267233e23e7afeb55316b47d30faae7eb6e7292bc226a"},
+ {file = "validators-0.21.0-py3-none-any.whl", hash = "sha256:3470db6f2384c49727ee319afa2e97aec3f8fad736faa6067e0fd7f9eaf2c551"},
+ {file = "validators-0.21.0.tar.gz", hash = "sha256:245b98ab778ed9352a7269c6a8f6c2a839bed5b2a7e3e60273ce399d247dd4b3"},
]
-[package.dependencies]
-decorator = ">=3.4.0"
-
-[package.extras]
-test = ["flake8 (>=2.4.0)", "isort (>=4.2.2)", "pytest (>=2.2.3)"]
-
[[package]]
name = "vcrpy"
-version = "4.3.1"
+version = "5.1.0"
description = "Automatically mock your HTTP interactions to simplify and speed up testing"
-category = "dev"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
- {file = "vcrpy-4.3.1-py2.py3-none-any.whl", hash = "sha256:35398f1b373f32340f39d735ea45f40d679ace316f3dddf8cbcbc2f120e6d1d0"},
- {file = "vcrpy-4.3.1.tar.gz", hash = "sha256:24e2d450bf1c2f9f9b4246ee91beb7d58f862a9f2f030514b14783b83c5146ec"},
+ {file = "vcrpy-5.1.0-py2.py3-none-any.whl", hash = "sha256:605e7b7a63dcd940db1df3ab2697ca7faf0e835c0852882142bafb19649d599e"},
+ {file = "vcrpy-5.1.0.tar.gz", hash = "sha256:bbf1532f2618a04f11bce2a99af3a9647a32c880957293ff91e0a5f187b6b3d2"},
]
[package.dependencies]
PyYAML = "*"
-six = ">=1.5"
urllib3 = {version = "<2", markers = "python_version < \"3.10\""}
wrapt = "*"
yarl = "*"
@@ -9867,7 +9749,6 @@ yarl = "*"
name = "watchdog"
version = "3.0.0"
description = "Filesystem events monitoring"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -9907,7 +9788,6 @@ watchmedo = ["PyYAML (>=3.10)"]
name = "wcwidth"
version = "0.2.6"
description = "Measures the displayed width of unicode strings in a terminal"
-category = "dev"
optional = false
python-versions = "*"
files = [
@@ -9917,14 +9797,13 @@ files = [
[[package]]
name = "weaviate-client"
-version = "3.20.1"
+version = "3.23.0"
description = "A python native Weaviate client"
-category = "main"
optional = true
python-versions = ">=3.8"
files = [
- {file = "weaviate-client-3.20.1.tar.gz", hash = "sha256:752912423f6334575c3feffcc98e5604e2d4b3bd3baddbff57d38db23bec3e9f"},
- {file = "weaviate_client-3.20.1-py3-none-any.whl", hash = "sha256:175f1665d9f1e580dcfa48cfd4dab1e49925d1655b0b4720d0f2ee7709c956f6"},
+ {file = "weaviate-client-3.23.0.tar.gz", hash = "sha256:3ffd7f1460c9e32755d84d4f5fc63dfc0bd990dbe2c3dc20d5c68119d467680e"},
+ {file = "weaviate_client-3.23.0-py3-none-any.whl", hash = "sha256:3d3bb75c1d96b2b71e213c5eb885ae3e3f42e4304955383c467d100187d9ff8e"},
]
[package.dependencies]
@@ -9940,7 +9819,6 @@ grpc = ["grpcio", "grpcio-tools"]
name = "webcolors"
version = "1.13"
description = "A library for working with the color formats defined by HTML and CSS."
-category = "dev"
optional = false
python-versions = ">=3.7"
files = [
@@ -9956,7 +9834,6 @@ tests = ["pytest", "pytest-cov"]
name = "webencodings"
version = "0.5.1"
description = "Character encoding aliases for legacy web content"
-category = "dev"
optional = false
python-versions = "*"
files = [
@@ -9966,31 +9843,29 @@ files = [
[[package]]
name = "websocket-client"
-version = "1.6.0"
+version = "1.6.2"
description = "WebSocket client for Python with low level API options"
-category = "main"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
- {file = "websocket-client-1.6.0.tar.gz", hash = "sha256:e84c7eafc66aade6d1967a51dfd219aabdf81d15b9705196e11fd81f48666b78"},
- {file = "websocket_client-1.6.0-py3-none-any.whl", hash = "sha256:72d7802608745b0a212f79b478642473bd825777d8637b6c8c421bf167790d4f"},
+ {file = "websocket-client-1.6.2.tar.gz", hash = "sha256:53e95c826bf800c4c465f50093a8c4ff091c7327023b10bfaff40cf1ef170eaa"},
+ {file = "websocket_client-1.6.2-py3-none-any.whl", hash = "sha256:ce54f419dfae71f4bdba69ebe65bf7f0a93fe71bc009ad3a010aacc3eebad537"},
]
[package.extras]
-docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
+docs = ["Sphinx (>=6.0)", "sphinx-rtd-theme (>=1.1.0)"]
optional = ["python-socks", "wsaccel"]
test = ["websockets"]
[[package]]
name = "werkzeug"
-version = "2.3.6"
+version = "2.3.7"
description = "The comprehensive WSGI web application library."
-category = "main"
optional = true
python-versions = ">=3.8"
files = [
- {file = "Werkzeug-2.3.6-py3-none-any.whl", hash = "sha256:935539fa1413afbb9195b24880778422ed620c0fc09670945185cce4d91a8890"},
- {file = "Werkzeug-2.3.6.tar.gz", hash = "sha256:98c774df2f91b05550078891dee5f0eb0cb797a522c757a2452b9cee5b202330"},
+ {file = "werkzeug-2.3.7-py3-none-any.whl", hash = "sha256:effc12dba7f3bd72e605ce49807bbe692bd729c3bb122a3b91747a6ae77df528"},
+ {file = "werkzeug-2.3.7.tar.gz", hash = "sha256:2b8c0e447b4b9dbcc85dd97b6eeb4dcbaf6c8b6c3be0bd654e25553e0a2157d8"},
]
[package.dependencies]
@@ -10003,7 +9878,6 @@ watchdog = ["watchdog (>=2.3)"]
name = "wget"
version = "3.2"
description = "pure python download utility"
-category = "main"
optional = true
python-versions = "*"
files = [
@@ -10012,29 +9886,27 @@ files = [
[[package]]
name = "wheel"
-version = "0.40.0"
+version = "0.41.2"
description = "A built-package format for Python"
-category = "main"
optional = true
python-versions = ">=3.7"
files = [
- {file = "wheel-0.40.0-py3-none-any.whl", hash = "sha256:d236b20e7cb522daf2390fa84c55eea81c5c30190f90f29ae2ca1ad8355bf247"},
- {file = "wheel-0.40.0.tar.gz", hash = "sha256:cd1196f3faee2b31968d626e1731c94f99cbdb67cf5a46e4f5656cbee7738873"},
+ {file = "wheel-0.41.2-py3-none-any.whl", hash = "sha256:75909db2664838d015e3d9139004ee16711748a52c8f336b52882266540215d8"},
+ {file = "wheel-0.41.2.tar.gz", hash = "sha256:0c5ac5ff2afb79ac23ab82bab027a0be7b5dbcf2e54dc50efe4bf507de1f7985"},
]
[package.extras]
-test = ["pytest (>=6.0.0)"]
+test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
[[package]]
name = "whylabs-client"
-version = "0.5.1"
+version = "0.5.4"
description = "WhyLabs API client"
-category = "main"
optional = true
python-versions = ">=3.6"
files = [
- {file = "whylabs-client-0.5.1.tar.gz", hash = "sha256:f7aacfab7d176812c2eb4cdeb8c52521eed0d30bc2a0836399798197a513cf04"},
- {file = "whylabs_client-0.5.1-py3-none-any.whl", hash = "sha256:dc6958d5bb390f1057fe6f513cbce55c4e71d5f8a1461a7c93eb73814089de33"},
+ {file = "whylabs-client-0.5.4.tar.gz", hash = "sha256:d0cccfaac53412362559db7b093f3d2008b68ac8a78109b617c692d59757813f"},
+ {file = "whylabs_client-0.5.4-py3-none-any.whl", hash = "sha256:9854a047040fd2d7e84bd8f28a0b1c9e1822a16d8bcaee302d301c0bd1eddf64"},
]
[package.dependencies]
@@ -10043,14 +9915,13 @@ urllib3 = ">=1.25.3"
[[package]]
name = "whylogs"
-version = "1.2.3"
+version = "1.2.6"
description = "Profile and monitor your ML data pipeline end-to-end"
-category = "main"
optional = true
python-versions = ">=3.7.1,<4"
files = [
- {file = "whylogs-1.2.3-py3-none-any.whl", hash = "sha256:92cfe02985760c52d25b88bad69001901844ff51c76b62537bce1c31d12c271e"},
- {file = "whylogs-1.2.3.tar.gz", hash = "sha256:d0000f502b1b30c48a5ad9535488370e961e85825dafdd75421447ffff0516e7"},
+ {file = "whylogs-1.2.6-py3-none-any.whl", hash = "sha256:9b71d8468396b303539b69003f93d8f5cdad03ad0112df12a697bf662c1baf34"},
+ {file = "whylogs-1.2.6.tar.gz", hash = "sha256:e65ef4e6bbd2bfb7302787d71733f53345c4bc0f6ec9e34481178ff4a867a143"},
]
[package.dependencies]
@@ -10079,7 +9950,6 @@ viz = ["Pillow (>=9.2.0,<10.0.0)", "ipython", "numpy", "numpy (>=1.23.2)", "pyba
name = "whylogs-sketching"
version = "3.4.1.dev3"
description = "sketching library of whylogs"
-category = "main"
optional = true
python-versions = "*"
files = [
@@ -10118,21 +9988,19 @@ files = [
[[package]]
name = "widgetsnbextension"
-version = "4.0.7"
+version = "4.0.8"
description = "Jupyter interactive widgets for Jupyter Notebook"
-category = "dev"
optional = false
python-versions = ">=3.7"
files = [
- {file = "widgetsnbextension-4.0.7-py3-none-any.whl", hash = "sha256:be3228a73bbab189a16be2d4a3cd89ecbd4e31948bfdc64edac17dcdee3cd99c"},
- {file = "widgetsnbextension-4.0.7.tar.gz", hash = "sha256:ea67c17a7cd4ae358f8f46c3b304c40698bc0423732e3f273321ee141232c8be"},
+ {file = "widgetsnbextension-4.0.8-py3-none-any.whl", hash = "sha256:2e37f0ce9da11651056280c7efe96f2db052fe8fc269508e3724f5cbd6c93018"},
+ {file = "widgetsnbextension-4.0.8.tar.gz", hash = "sha256:9ec291ba87c2dfad42c3d5b6f68713fa18be1acd7476569516b2431682315c17"},
]
[[package]]
name = "wikipedia"
version = "1.4.0"
description = "Wikipedia API for Python"
-category = "main"
optional = true
python-versions = "*"
files = [
@@ -10147,7 +10015,6 @@ requests = ">=2.0.0,<3.0.0"
name = "win32-setctime"
version = "1.1.0"
description = "A small Python utility to set file creation time on Windows"
-category = "main"
optional = true
python-versions = ">=3.5"
files = [
@@ -10162,7 +10029,6 @@ dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"]
name = "wolframalpha"
version = "5.0.0"
description = "Wolfram|Alpha 2.0 API client"
-category = "main"
optional = true
python-versions = ">=3.6"
files = [
@@ -10183,7 +10049,6 @@ testing = ["keyring", "pmxbot", "pytest (>=3.5,!=3.7.3)", "pytest-black (>=0.3.7
name = "wonderwords"
version = "2.2.0"
description = "A python package for random words and sentences in the english language"
-category = "main"
optional = true
python-versions = ">=3.6"
files = [
@@ -10198,7 +10063,6 @@ cli = ["rich (==9.10.0)"]
name = "wrapt"
version = "1.15.0"
description = "Module for decorators, wrappers and monkey patching."
-category = "main"
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
files = [
@@ -10281,14 +10145,13 @@ files = [
[[package]]
name = "xata"
-version = "1.0.0a7"
+version = "1.0.0b0"
description = "Python client for Xata.io"
-category = "main"
optional = true
python-versions = ">=3.8,<4.0"
files = [
- {file = "xata-1.0.0a7-py3-none-any.whl", hash = "sha256:1427e97bccddfd5fa8fba56ba993b2d78f1dc074e729d06ccc79c48d07bd023a"},
- {file = "xata-1.0.0a7.tar.gz", hash = "sha256:32769ddc22cc091bf133e66b91662185047fff05aa431e7c760b55cd0ddef6c3"},
+ {file = "xata-1.0.0b0-py3-none-any.whl", hash = "sha256:10dab3d4382c62e04081ada0c381f80abb6f67f7601239c71b20870846a60472"},
+ {file = "xata-1.0.0b0.tar.gz", hash = "sha256:241c6c52398b663da7a5107054d6ec0abca331de88bc2de7b0f0b13971b7b7f4"},
]
[package.dependencies]
@@ -10301,7 +10164,6 @@ requests = ">=2.28.1,<3.0.0"
name = "xmltodict"
version = "0.13.0"
description = "Makes working with XML feel like you are working with JSON"
-category = "main"
optional = true
python-versions = ">=3.4"
files = [
@@ -10313,7 +10175,6 @@ files = [
name = "yarl"
version = "1.9.2"
description = "Yet another URL library"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -10399,25 +10260,23 @@ multidict = ">=4.0"
[[package]]
name = "zipp"
-version = "3.15.0"
+version = "3.16.2"
description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
- {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
- {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
+ {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
+ {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
]
[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
[[package]]
name = "zstandard"
version = "0.21.0"
description = "Zstandard bindings for Python"
-category = "main"
optional = true
python-versions = ">=3.7"
files = [
@@ -10479,7 +10338,7 @@ clarifai = ["clarifai"]
cohere = ["cohere"]
docarray = ["docarray"]
embeddings = ["sentence-transformers"]
-extended-testing = ["amazon-textract-caller", "atlassian-python-api", "beautifulsoup4", "bibtexparser", "cassio", "chardet", "esprima", "faiss-cpu", "feedparser", "geopandas", "gitpython", "gql", "html2text", "jinja2", "jq", "lxml", "mwparserfromhell", "mwxml", "newspaper3k", "openai", "openai", "openapi-schema-pydantic", "pandas", "pdfminer-six", "pgvector", "psychicapi", "py-trello", "pymupdf", "pypdf", "pypdfium2", "pyspark", "rank-bm25", "rapidfuzz", "requests-toolbelt", "scikit-learn", "streamlit", "sympy", "telethon", "tqdm", "xata", "xmltodict"]
+extended-testing = ["amazon-textract-caller", "atlassian-python-api", "beautifulsoup4", "bibtexparser", "cassio", "chardet", "esprima", "faiss-cpu", "feedparser", "geopandas", "gitpython", "gql", "html2text", "jinja2", "jq", "lxml", "markdownify", "mwparserfromhell", "mwxml", "newspaper3k", "openai", "openai", "openapi-schema-pydantic", "pandas", "pdfminer-six", "pgvector", "psychicapi", "py-trello", "pymupdf", "pypdf", "pypdfium2", "pyspark", "rank-bm25", "rapidfuzz", "requests-toolbelt", "scikit-learn", "streamlit", "sympy", "telethon", "tqdm", "xata", "xmltodict"]
javascript = ["esprima"]
llms = ["clarifai", "cohere", "huggingface_hub", "manifest-ml", "nlpcloud", "openai", "openlm", "torch", "transformers"]
openai = ["openai", "tiktoken"]
@@ -10489,4 +10348,4 @@ text-helpers = ["chardet"]
[metadata]
lock-version = "2.0"
python-versions = ">=3.8.1,<4.0"
-content-hash = "0247674f3f274fd2249ceb02c23a468f911a7c482796ea67252b203d1ab938ae"
+content-hash = "83280a03c352011c2a51081a29aca67bb5c4c23054ad1b7be94f89d6ce52460b"
diff --git a/libs/langchain/pyproject.toml b/libs/langchain/pyproject.toml
index 8c3c8c18df2..61f05175ddb 100644
--- a/libs/langchain/pyproject.toml
+++ b/libs/langchain/pyproject.toml
@@ -1,6 +1,6 @@
[tool.poetry]
name = "langchain"
-version = "0.0.270"
+version = "0.0.271"
description = "Building applications with LLMs through composability"
authors = []
license = "MIT"
@@ -125,6 +125,8 @@ newspaper3k = {version = "^0.2.8", optional = true}
amazon-textract-caller = {version = "<2", optional = true}
xata = {version = "^1.0.0a7", optional = true}
xmltodict = {version = "^0.13.0", optional = true}
+google-api-core = {version = "^2.11.1", optional = true}
+markdownify = {version = "^0.11.6", optional = true}
[tool.poetry.group.test.dependencies]
@@ -337,6 +339,7 @@ extended_testing = [
"xmltodict",
"faiss-cpu",
"openapi-schema-pydantic",
+ "markdownify",
]
[tool.ruff]
diff --git a/libs/langchain/tests/integration_tests/agent/test_ainetwork_agent.py b/libs/langchain/tests/integration_tests/agent/test_ainetwork_agent.py
new file mode 100644
index 00000000000..58dd462ba66
--- /dev/null
+++ b/libs/langchain/tests/integration_tests/agent/test_ainetwork_agent.py
@@ -0,0 +1,175 @@
+import asyncio
+import os
+import time
+import urllib.request
+import uuid
+from enum import Enum
+from typing import Any
+from urllib.error import HTTPError
+
+import pytest
+
+from langchain.agents import AgentType, initialize_agent
+from langchain.agents.agent_toolkits.ainetwork.toolkit import AINetworkToolkit
+from langchain.chat_models import ChatOpenAI
+from langchain.tools.ainetwork.utils import authenticate
+
+
+class Match(Enum):
+ __test__ = False
+ ListWildcard = 1
+ StrWildcard = 2
+ DictWildcard = 3
+ IntWildcard = 4
+ FloatWildcard = 5
+ ObjectWildcard = 6
+
+ @classmethod
+ def match(cls, value: Any, template: Any) -> bool:
+ if template is cls.ListWildcard:
+ return isinstance(value, list)
+ elif template is cls.StrWildcard:
+ return isinstance(value, str)
+ elif template is cls.DictWildcard:
+ return isinstance(value, dict)
+ elif template is cls.IntWildcard:
+ return isinstance(value, int)
+ elif template is cls.FloatWildcard:
+ return isinstance(value, float)
+ elif template is cls.ObjectWildcard:
+ return True
+ elif type(value) != type(template):
+ return False
+ elif isinstance(value, dict):
+ if len(value) != len(template):
+ return False
+ for k, v in value.items():
+ if k not in template or not cls.match(v, template[k]):
+ return False
+ return True
+ elif isinstance(value, list):
+ if len(value) != len(template):
+ return False
+ for i in range(len(value)):
+ if not cls.match(value[i], template[i]):
+ return False
+ return True
+ else:
+ return value == template
+
+
+@pytest.mark.requires("ain")
+def test_ainetwork_toolkit() -> None:
+ def get(path: str, type: str = "value", default: Any = None) -> Any:
+ ref = ain.db.ref(path)
+ value = asyncio.run(
+ {
+ "value": ref.getValue,
+ "rule": ref.getRule,
+ "owner": ref.getOwner,
+ }[type]()
+ )
+ return default if value is None else value
+
+ def validate(path: str, template: Any, type: str = "value") -> bool:
+ value = get(path, type)
+ return Match.match(value, template)
+
+ if not os.environ.get("AIN_BLOCKCHAIN_ACCOUNT_PRIVATE_KEY", None):
+ from ain.account import Account
+
+ account = Account.create()
+ os.environ["AIN_BLOCKCHAIN_ACCOUNT_PRIVATE_KEY"] = account.private_key
+
+ interface = authenticate(network="testnet")
+ toolkit = AINetworkToolkit(network="testnet", interface=interface)
+ llm = ChatOpenAI(model="gpt-4", temperature=0)
+ agent = initialize_agent(
+ tools=toolkit.get_tools(),
+ llm=llm,
+ verbose=True,
+ agent=AgentType.OPENAI_FUNCTIONS,
+ )
+ ain = interface
+ self_address = ain.wallet.defaultAccount.address
+ co_address = "0x6813Eb9362372EEF6200f3b1dbC3f819671cBA69"
+
+ # Test creating an app
+ UUID = uuid.UUID(
+ int=(int(time.time() * 1000) << 64) | (uuid.uuid4().int & ((1 << 64) - 1))
+ )
+ app_name = f"_langchain_test__{str(UUID).replace('-', '_')}"
+ agent.run(f"""Create app {app_name}""")
+ validate(f"/manage_app/{app_name}/config", {"admin": {self_address: True}})
+ validate(f"/apps/{app_name}/DB", None, "owner")
+
+ # Test reading owner config
+ agent.run(f"""Read owner config of /apps/{app_name}/DB .""")
+ assert ...
+
+ # Test granting owner config
+ agent.run(
+ f"""Grant owner authority to {co_address} for edit write rule permission of /apps/{app_name}/DB_co .""" # noqa: E501
+ )
+ validate(
+ f"/apps/{app_name}/DB_co",
+ {
+ ".owner": {
+ "owners": {
+ co_address: {
+ "branch_owner": False,
+ "write_function": False,
+ "write_owner": False,
+ "write_rule": True,
+ }
+ }
+ }
+ },
+ "owner",
+ )
+
+ # Test reading owner config
+ agent.run(f"""Read owner config of /apps/{app_name}/DB_co .""")
+ assert ...
+
+ # Test reading owner config
+ agent.run(f"""Read owner config of /apps/{app_name}/DB .""")
+ assert ... # Check if owner {self_address} exists
+
+ # Test reading a value
+ agent.run(f"""Read value in /apps/{app_name}/DB""")
+ assert ... # empty
+
+ # Test writing a value
+ agent.run(f"""Write value {{1: 1904, 2: 43}} in /apps/{app_name}/DB""")
+ validate(f"/apps/{app_name}/DB", {1: 1904, 2: 43})
+
+ # Test reading a value
+ agent.run(f"""Read value in /apps/{app_name}/DB""")
+ assert ... # check value
+
+ # Test reading a rule
+ agent.run(f"""Read write rule of app {app_name} .""")
+ assert ... # check rule that self_address exists
+
+ # Test sending AIN
+ self_balance = get(f"/accounts/{self_address}/balance", default=0)
+ transaction_history = get(f"/transfer/{self_address}/{co_address}", default={})
+ if self_balance < 1:
+ try:
+ with urllib.request.urlopen(
+ f"http://faucet.ainetwork.ai/api/test/{self_address}/"
+ ) as response:
+ try_test = response.getcode()
+ except HTTPError as e:
+ try_test = e.getcode()
+ else:
+ try_test = 200
+
+ if try_test == 200:
+ agent.run(f"""Send 1 AIN to {co_address}""")
+ transaction_update = get(f"/transfer/{self_address}/{co_address}", default={})
+ assert any(
+ transaction_update[key]["value"] == 1
+ for key in transaction_update.keys() - transaction_history.keys()
+ )
diff --git a/libs/langchain/tests/integration_tests/chains/test_graph_database_arangodb.py b/libs/langchain/tests/integration_tests/chains/test_graph_database_arangodb.py
index 32494beb05f..d6ce5075671 100644
--- a/libs/langchain/tests/integration_tests/chains/test_graph_database_arangodb.py
+++ b/libs/langchain/tests/integration_tests/chains/test_graph_database_arangodb.py
@@ -55,6 +55,21 @@ def test_connect_arangodb() -> None:
assert ["hello_world"] == sample_aql_result
+def test_empty_schema_on_no_data() -> None:
+ """Test that the schema is empty for an empty ArangoDB Database"""
+ db = get_arangodb_client()
+ db.delete_graph("GameOfThrones", drop_collections=True, ignore_missing=True)
+ db.delete_collection("empty_collection", ignore_missing=True)
+ db.create_collection("empty_collection")
+
+ graph = ArangoGraph(db)
+
+ assert graph.schema == {
+ "Graph Schema": [],
+ "Collection Schema": [],
+ }
+
+
def test_aql_generation() -> None:
"""Test that AQL statement is correctly generated and executed."""
db = get_arangodb_client()
diff --git a/libs/langchain/tests/integration_tests/chat_models/test_openai.py b/libs/langchain/tests/integration_tests/chat_models/test_openai.py
index 19adbf1cd41..7637014a4c1 100644
--- a/libs/langchain/tests/integration_tests/chat_models/test_openai.py
+++ b/libs/langchain/tests/integration_tests/chat_models/test_openai.py
@@ -1,6 +1,8 @@
"""Test ChatOpenAI wrapper."""
+from typing import Any
+
import pytest
from langchain.callbacks.manager import CallbackManager
@@ -89,6 +91,34 @@ def test_chat_openai_streaming() -> None:
assert isinstance(response, BaseMessage)
+@pytest.mark.scheduled
+def test_chat_openai_streaming_generation_info() -> None:
+ """Test that generation info is preserved when streaming."""
+
+ class _FakeCallback(FakeCallbackHandler):
+ saved_things: dict = {}
+
+ def on_llm_end(
+ self,
+ *args: Any,
+ **kwargs: Any,
+ ) -> Any:
+ # Save the generation
+ self.saved_things["generation"] = args[0]
+
+ callback = _FakeCallback()
+ callback_manager = CallbackManager([callback])
+ chat = ChatOpenAI(
+ max_tokens=2,
+ temperature=0,
+ callback_manager=callback_manager,
+ )
+ list(chat.stream("hi"))
+ generation = callback.saved_things["generation"]
+ # `Hello!` is two tokens, assert that that is what is returned
+ assert generation.generations[0][0].text == "Hello!"
+
+
def test_chat_openai_llm_output_contains_model_name() -> None:
"""Test llm_output contains model_name."""
chat = ChatOpenAI(max_tokens=10)
diff --git a/libs/langchain/tests/integration_tests/document_loaders/test_joplin.py b/libs/langchain/tests/integration_tests/document_loaders/test_joplin.py
index 0b7c8dc1952..76a1918b6a1 100644
--- a/libs/langchain/tests/integration_tests/document_loaders/test_joplin.py
+++ b/libs/langchain/tests/integration_tests/document_loaders/test_joplin.py
@@ -5,7 +5,7 @@ def test_joplin_loader() -> None:
loader = JoplinLoader()
docs = loader.load()
- assert type(docs) is list
- assert type(docs[0].page_content) is str
- assert type(docs[0].metadata["source"]) is str
- assert type(docs[0].metadata["title"]) is str
+ assert isinstance(docs, list)
+ assert isinstance(docs[0].page_content, str)
+ assert isinstance(docs[0].metadata["source"], str)
+ assert isinstance(docs[0].metadata["title"], str)
diff --git a/libs/langchain/tests/integration_tests/document_loaders/test_polars_dataframe.py b/libs/langchain/tests/integration_tests/document_loaders/test_polars_dataframe.py
new file mode 100644
index 00000000000..bd8e129dafa
--- /dev/null
+++ b/libs/langchain/tests/integration_tests/document_loaders/test_polars_dataframe.py
@@ -0,0 +1,48 @@
+import polars as pl
+import pytest
+
+from langchain.document_loaders import PolarsDataFrameLoader
+from langchain.schema import Document
+
+
+@pytest.fixture
+def sample_data_frame() -> pl.DataFrame:
+ data = {
+ "text": ["Hello", "World"],
+ "author": ["Alice", "Bob"],
+ "date": ["2022-01-01", "2022-01-02"],
+ }
+ return pl.DataFrame(data)
+
+
+def test_load_returns_list_of_documents(sample_data_frame: pl.DataFrame) -> None:
+ loader = PolarsDataFrameLoader(sample_data_frame)
+ docs = loader.load()
+ assert isinstance(docs, list)
+ assert all(isinstance(doc, Document) for doc in docs)
+ assert len(docs) == 2
+
+
+def test_load_converts_dataframe_columns_to_document_metadata(
+ sample_data_frame: pl.DataFrame,
+) -> None:
+ loader = PolarsDataFrameLoader(sample_data_frame)
+ docs = loader.load()
+
+ for i, doc in enumerate(docs):
+ df: pl.DataFrame = sample_data_frame[i]
+ assert df is not None
+ assert doc.metadata["author"] == df.select("author").item()
+ assert doc.metadata["date"] == df.select("date").item()
+
+
+def test_load_uses_page_content_column_to_create_document_text(
+ sample_data_frame: pl.DataFrame,
+) -> None:
+ sample_data_frame = sample_data_frame.rename(mapping={"text": "dummy_test_column"})
+ loader = PolarsDataFrameLoader(
+ sample_data_frame, page_content_column="dummy_test_column"
+ )
+ docs = loader.load()
+ assert docs[0].page_content == "Hello"
+ assert docs[1].page_content == "World"
diff --git a/libs/langchain/tests/integration_tests/retrievers/test_google_cloud_enterprise_search.py b/libs/langchain/tests/integration_tests/retrievers/test_google_cloud_enterprise_search.py
index 6bdeccdcc7e..47f576ac296 100644
--- a/libs/langchain/tests/integration_tests/retrievers/test_google_cloud_enterprise_search.py
+++ b/libs/langchain/tests/integration_tests/retrievers/test_google_cloud_enterprise_search.py
@@ -11,12 +11,15 @@ PROJECT_ID - set to your Google Cloud project ID
SEARCH_ENGINE_ID - the ID of the search engine to use for the test
"""
+import pytest
+
from langchain.retrievers.google_cloud_enterprise_search import (
GoogleCloudEnterpriseSearchRetriever,
)
from langchain.schema import Document
+@pytest.mark.requires("google_api_core")
def test_google_cloud_enterprise_search_get_relevant_documents() -> None:
"""Test the get_relevant_documents() method."""
retriever = GoogleCloudEnterpriseSearchRetriever()
diff --git a/libs/langchain/tests/integration_tests/vectorstores/test_elasticsearch.py b/libs/langchain/tests/integration_tests/vectorstores/test_elasticsearch.py
index 79b42ddd029..f2e451ee718 100644
--- a/libs/langchain/tests/integration_tests/vectorstores/test_elasticsearch.py
+++ b/libs/langchain/tests/integration_tests/vectorstores/test_elasticsearch.py
@@ -5,6 +5,7 @@ import uuid
from typing import Generator, List, Union
import pytest
+from elasticsearch.helpers import BulkIndexError
from langchain.docstore.document import Document
from langchain.vectorstores.elasticsearch import ElasticsearchStore
@@ -480,6 +481,8 @@ class TestElasticsearch:
document={"text_field": text, "metadata": {}},
)
+ docsearch.client.indices.refresh(index=index_name)
+
def assert_query(query_body: dict, query: str) -> dict:
assert query_body == {
"knn": {
@@ -574,3 +577,33 @@ class TestElasticsearch:
docsearch.delete([ids[3]])
output = docsearch.similarity_search("gni", k=10)
assert len(output) == 0
+
+ def test_elasticsearch_indexing_exception_error(
+ self,
+ elasticsearch_connection: dict,
+ index_name: str,
+ caplog: pytest.LogCaptureFixture,
+ ) -> None:
+ """Test bulk exception logging is giving better hints."""
+
+ docsearch = ElasticsearchStore(
+ embedding=ConsistentFakeEmbeddings(),
+ **elasticsearch_connection,
+ index_name=index_name,
+ )
+
+ docsearch.client.indices.create(
+ index=index_name,
+ mappings={"properties": {}},
+ settings={"index": {"default_pipeline": "not-existing-pipeline"}},
+ )
+
+ texts = ["foo"]
+
+ with pytest.raises(BulkIndexError):
+ docsearch.add_texts(texts)
+
+ error_reason = "pipeline with id [not-existing-pipeline] does not exist"
+ log_message = f"First error reason: {error_reason}"
+
+ assert log_message in caplog.text
diff --git a/libs/langchain/tests/unit_tests/document_loaders/test_confluence.py b/libs/langchain/tests/unit_tests/document_loaders/test_confluence.py
index 42de78598a6..0048a8fba41 100644
--- a/libs/langchain/tests/unit_tests/document_loaders/test_confluence.py
+++ b/libs/langchain/tests/unit_tests/document_loaders/test_confluence.py
@@ -6,7 +6,7 @@ import pytest
import requests
from langchain.docstore.document import Document
-from langchain.document_loaders.confluence import ConfluenceLoader
+from langchain.document_loaders.confluence import ConfluenceLoader, ContentFormat
@pytest.fixture
@@ -152,6 +152,40 @@ class TestConfluenceLoader:
assert mock_confluence.cql.call_count == 0
assert mock_confluence.get_page_child_by_type.call_count == 0
+ def test_confluence_loader_when_content_format_and_keep_markdown_format_enabled(
+ self, mock_confluence: MagicMock
+ ) -> None:
+ # one response with two pages
+ mock_confluence.get_all_pages_from_space.return_value = [
+ self._get_mock_page("123", ContentFormat.VIEW),
+ self._get_mock_page("456", ContentFormat.VIEW),
+ ]
+ mock_confluence.get_all_restrictions_for_content.side_effect = [
+ self._get_mock_page_restrictions("123"),
+ self._get_mock_page_restrictions("456"),
+ ]
+
+ confluence_loader = self._get_mock_confluence_loader(mock_confluence)
+
+ documents = confluence_loader.load(
+ space_key=self.MOCK_SPACE_KEY,
+ content_format=ContentFormat.VIEW,
+ keep_markdown_format=True,
+ max_pages=2,
+ )
+
+ assert mock_confluence.get_all_pages_from_space.call_count == 1
+
+ assert len(documents) == 2
+ assert all(isinstance(doc, Document) for doc in documents)
+ assert documents[0].page_content == "Content 123\n\n"
+ assert documents[1].page_content == "Content 456\n\n"
+
+ assert mock_confluence.get_page_by_id.call_count == 0
+ assert mock_confluence.get_all_pages_by_label.call_count == 0
+ assert mock_confluence.cql.call_count == 0
+ assert mock_confluence.get_page_child_by_type.call_count == 0
+
def _get_mock_confluence_loader(
self, mock_confluence: MagicMock
) -> ConfluenceLoader:
@@ -163,11 +197,15 @@ class TestConfluenceLoader:
confluence_loader.confluence = mock_confluence
return confluence_loader
- def _get_mock_page(self, page_id: str) -> Dict:
+ def _get_mock_page(
+ self, page_id: str, content_format: ContentFormat = ContentFormat.STORAGE
+ ) -> Dict:
return {
"id": f"{page_id}",
"title": f"Page {page_id}",
- "body": {"storage": {"value": f"Content {page_id}
"}},
+ "body": {
+ f"{content_format.name.lower()}": {"value": f"Content {page_id}
"}
+ },
"status": "current",
"type": "page",
"_links": {
diff --git a/libs/langchain/tests/unit_tests/document_loaders/test_git.py b/libs/langchain/tests/unit_tests/document_loaders/test_git.py
index c667cbdc854..269f5e2bb2b 100644
--- a/libs/langchain/tests/unit_tests/document_loaders/test_git.py
+++ b/libs/langchain/tests/unit_tests/document_loaders/test_git.py
@@ -23,7 +23,7 @@ def init_repo(tmpdir: py.path.local, dir_name: str) -> str:
git.add([sample_file])
git.commit(m="Initial commit")
- return repo_dir
+ return str(repo_dir)
@pytest.mark.requires("git")
diff --git a/libs/langchain/tests/unit_tests/tools/test_public_api.py b/libs/langchain/tests/unit_tests/tools/test_public_api.py
index 43c2fb905ae..6d58dd92ef2 100644
--- a/libs/langchain/tests/unit_tests/tools/test_public_api.py
+++ b/libs/langchain/tests/unit_tests/tools/test_public_api.py
@@ -2,6 +2,11 @@
from langchain.tools import __all__ as public_api
_EXPECTED = [
+ "AINAppOps",
+ "AINOwnerOps",
+ "AINRuleOps",
+ "AINTransfer",
+ "AINValueOps",
"AIPluginTool",
"APIOperation",
"ArxivQueryRun",
diff --git a/libs/langchain/tests/unit_tests/utils/__init__.py b/libs/langchain/tests/unit_tests/utils/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/libs/langchain/tests/unit_tests/utils/test_iter.py b/libs/langchain/tests/unit_tests/utils/test_iter.py
new file mode 100644
index 00000000000..f0fd8bf4ce5
--- /dev/null
+++ b/libs/langchain/tests/unit_tests/utils/test_iter.py
@@ -0,0 +1,21 @@
+from typing import List
+
+import pytest
+
+from langchain.utils.iter import batch_iterate
+
+
+@pytest.mark.parametrize(
+ "input_size, input_iterable, expected_output",
+ [
+ (2, [1, 2, 3, 4, 5], [[1, 2], [3, 4], [5]]),
+ (3, [10, 20, 30, 40, 50], [[10, 20, 30], [40, 50]]),
+ (1, [100, 200, 300], [[100], [200], [300]]),
+ (4, [], []),
+ ],
+)
+def test_batch_iterate(
+ input_size: int, input_iterable: List[str], expected_output: List[str]
+) -> None:
+ """Test batching function."""
+ assert list(batch_iterate(input_size, input_iterable)) == expected_output
diff --git a/poetry.lock b/poetry.lock
index 7599ad353e8..8210605be8d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -167,22 +167,23 @@ files = [
[[package]]
name = "argon2-cffi"
-version = "21.3.0"
-description = "The secure Argon2 password hashing algorithm."
+version = "23.1.0"
+description = "Argon2 for Python"
optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
files = [
- {file = "argon2-cffi-21.3.0.tar.gz", hash = "sha256:d384164d944190a7dd7ef22c6aa3ff197da12962bd04b17f64d4e93d934dba5b"},
- {file = "argon2_cffi-21.3.0-py3-none-any.whl", hash = "sha256:8c976986f2c5c0e5000919e6de187906cfd81fb1c72bf9d88c01177e77da7f80"},
+ {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"},
+ {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"},
]
[package.dependencies]
argon2-cffi-bindings = "*"
[package.extras]
-dev = ["cogapp", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "pre-commit", "pytest", "sphinx", "sphinx-notfound-page", "tomli"]
-docs = ["furo", "sphinx", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
+dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"]
+tests = ["hypothesis", "pytest"]
+typing = ["mypy"]
[[package]]
name = "argon2-cffi-bindings"
@@ -254,13 +255,13 @@ test = ["astroid", "pytest"]
[[package]]
name = "async-lru"
-version = "2.0.3"
+version = "2.0.4"
description = "Simple LRU cache for asyncio"
optional = false
python-versions = ">=3.8"
files = [
- {file = "async-lru-2.0.3.tar.gz", hash = "sha256:b714c9d1415fca4e264da72a9e2abc66880ce7430e03a973341f88ea4c0d4869"},
- {file = "async_lru-2.0.3-py3-none-any.whl", hash = "sha256:00c0a8899c20b9c88663a47732689ff98189c9fa08ad9f734d7722f934d250b1"},
+ {file = "async-lru-2.0.4.tar.gz", hash = "sha256:b8a59a5df60805ff63220b2a0c5b5393da5521b113cd5465a44eb037d81a5627"},
+ {file = "async_lru-2.0.4-py3-none-any.whl", hash = "sha256:ff02944ce3c288c5be660c42dbcca0742b32c3b279d6dceda655190240b99224"},
]
[package.dependencies]
@@ -268,13 +269,13 @@ typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
[[package]]
name = "async-timeout"
-version = "4.0.2"
+version = "4.0.3"
description = "Timeout context manager for asyncio programs"
optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
files = [
- {file = "async-timeout-4.0.2.tar.gz", hash = "sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15"},
- {file = "async_timeout-4.0.2-py3-none-any.whl", hash = "sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c"},
+ {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
+ {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
]
[[package]]
@@ -427,13 +428,13 @@ css = ["tinycss2 (>=1.1.0,<1.2)"]
[[package]]
name = "certifi"
-version = "2023.5.7"
+version = "2023.7.22"
description = "Python package for providing Mozilla's CA Bundle."
optional = false
python-versions = ">=3.6"
files = [
- {file = "certifi-2023.5.7-py3-none-any.whl", hash = "sha256:c6c2e98f5c7869efca1f8916fed228dd91539f9f1b444c314c06eef02980c716"},
- {file = "certifi-2023.5.7.tar.gz", hash = "sha256:0f0d56dc5a6ad56fd4ba36484d6cc34451e1c6548c61daad8c320169f91eddc7"},
+ {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
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python-versions = ">=3.8,<4.0"
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dnssec = ["cryptography (>=2.6,<42.0)"]
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idna = ["idna (>=2.1,<4.0)"]
trio = ["trio (>=0.14,<0.23)"]
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description = "Fastest Python implementation of JSON schema"
optional = false
python-versions = "*"
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version = "3.4"
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[[package]]
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description = "Read resources from Python packages"
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python-versions = ">=3.8"
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jupyterlab-widgets = ">=3.0.7,<3.1.0"
traitlets = ">=4.3.1"
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+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
[[package]]
@@ -1288,17 +1253,18 @@ optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
files = [
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+ {file = "jsonpointer-2.4.tar.gz", hash = "sha256:585cee82b70211fa9e6043b7bb89db6e1aa49524340dde8ad6b63206ea689d88"},
]
[[package]]
name = "jsonschema"
-version = "4.18.4"
+version = "4.19.0"
description = "An implementation of JSON Schema validation for Python"
optional = false
python-versions = ">=3.8"
files = [
- {file = "jsonschema-4.18.4-py3-none-any.whl", hash = "sha256:971be834317c22daaa9132340a51c01b50910724082c2c1a2ac87eeec153a3fe"},
- {file = "jsonschema-4.18.4.tar.gz", hash = "sha256:fb3642735399fa958c0d2aad7057901554596c63349f4f6b283c493cf692a25d"},
+ {file = "jsonschema-4.19.0-py3-none-any.whl", hash = "sha256:043dc26a3845ff09d20e4420d6012a9c91c9aa8999fa184e7efcfeccb41e32cb"},
+ {file = "jsonschema-4.19.0.tar.gz", hash = "sha256:6e1e7569ac13be8139b2dd2c21a55d350066ee3f80df06c608b398cdc6f30e8f"},
]
[package.dependencies]
@@ -1453,19 +1419,20 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
[[package]]
name = "jupyter-events"
-version = "0.6.3"
+version = "0.7.0"
description = "Jupyter Event System library"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
- {file = "jupyter_events-0.6.3-py3-none-any.whl", hash = "sha256:57a2749f87ba387cd1bfd9b22a0875b889237dbf2edc2121ebb22bde47036c17"},
- {file = "jupyter_events-0.6.3.tar.gz", hash = "sha256:9a6e9995f75d1b7146b436ea24d696ce3a35bfa8bfe45e0c33c334c79464d0b3"},
+ {file = "jupyter_events-0.7.0-py3-none-any.whl", hash = "sha256:4753da434c13a37c3f3c89b500afa0c0a6241633441421f6adafe2fb2e2b924e"},
+ {file = "jupyter_events-0.7.0.tar.gz", hash = "sha256:7be27f54b8388c03eefea123a4f79247c5b9381c49fb1cd48615ee191eb12615"},
]
[package.dependencies]
-jsonschema = {version = ">=3.2.0", extras = ["format-nongpl"]}
+jsonschema = {version = ">=4.18.0", extras = ["format-nongpl"]}
python-json-logger = ">=2.0.4"
pyyaml = ">=5.3"
+referencing = "*"
rfc3339-validator = "*"
rfc3986-validator = ">=0.1.1"
traitlets = ">=5.3"
@@ -1473,7 +1440,7 @@ traitlets = ">=5.3"
[package.extras]
cli = ["click", "rich"]
docs = ["jupyterlite-sphinx", "myst-parser", "pydata-sphinx-theme", "sphinxcontrib-spelling"]
-test = ["click", "coverage", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "pytest-cov", "rich"]
+test = ["click", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "rich"]
[[package]]
name = "jupyter-lsp"
@@ -1492,13 +1459,13 @@ jupyter-server = ">=1.1.2"
[[package]]
name = "jupyter-server"
-version = "2.7.0"
+version = "2.7.2"
description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
optional = false
python-versions = ">=3.8"
files = [
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- {file = "jupyter_server-2.7.0.tar.gz", hash = "sha256:36da0a266d31a41ac335a366c88933c17dfa5bb817a48f5c02c16d303bc9477f"},
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+ {file = "jupyter_server-2.7.2.tar.gz", hash = "sha256:d64fb4e593907290e5df916e3c9399c15ab2cd7bdb71cbcd1d36452dbfb30523"},
]
[package.dependencies]
@@ -1516,7 +1483,7 @@ packaging = "*"
prometheus-client = "*"
pywinpty = {version = "*", markers = "os_name == \"nt\""}
pyzmq = ">=24"
-send2trash = "*"
+send2trash = ">=1.8.2"
terminado = ">=0.8.3"
tornado = ">=6.2.0"
traitlets = ">=5.6.0"
@@ -1547,13 +1514,13 @@ test = ["coverage", "jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-cov",
[[package]]
name = "jupyterlab"
-version = "4.0.3"
+version = "4.0.5"
description = "JupyterLab computational environment"
optional = false
python-versions = ">=3.8"
files = [
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- {file = "jupyterlab-4.0.3.tar.gz", hash = "sha256:e14d1ce46a613028111d0d476a1d7d6b094003b7462bac669f5b478317abcb39"},
+ {file = "jupyterlab-4.0.5-py3-none-any.whl", hash = "sha256:13b3a326e7b95d72746fe20dbe80ee1e71165d6905e01ceaf1320eb809cb1b47"},
+ {file = "jupyterlab-4.0.5.tar.gz", hash = "sha256:de49deb75f9b9aec478ed04754cbefe9c5d22fd796a5783cdc65e212983d3611"},
]
[package.dependencies]
@@ -1591,13 +1558,13 @@ files = [
[[package]]
name = "jupyterlab-server"
-version = "2.23.0"
+version = "2.24.0"
description = "A set of server components for JupyterLab and JupyterLab like applications."
optional = false
python-versions = ">=3.7"
files = [
- {file = "jupyterlab_server-2.23.0-py3-none-any.whl", hash = "sha256:a5ea2c839336a8ba7c38c8e7b2f24cedf919f0d439f4d2e606d9322013a95788"},
- {file = "jupyterlab_server-2.23.0.tar.gz", hash = "sha256:83c01aa4ad9451cd61b383e634d939ff713850f4640c0056b2cdb2b6211a74c7"},
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+ {file = "jupyterlab_server-2.24.0.tar.gz", hash = "sha256:4e6f99e0a5579bbbc32e449c4dbb039561d4f1a7827d5733273ed56738f21f07"},
]
[package.dependencies]
@@ -1613,7 +1580,7 @@ requests = ">=2.28"
[package.extras]
docs = ["autodoc-traits", "jinja2 (<3.2.0)", "mistune (<4)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi (>0.8)"]
openapi = ["openapi-core (>=0.16.1,<0.17.0)", "ruamel-yaml"]
-test = ["hatch", "ipykernel", "jupyterlab-server[openapi]", "openapi-spec-validator (>=0.5.1,<0.6.0)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
+test = ["hatch", "ipykernel", "jupyterlab-server[openapi]", "openapi-spec-validator (>=0.5.1,<0.7.0)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
[[package]]
name = "jupyterlab-widgets"
@@ -1628,7 +1595,7 @@ files = [
[[package]]
name = "langchain"
-version = "0.0.265"
+version = "0.0.268"
description = "Building applications with LLMs through composability"
optional = false
python-versions = ">=3.8.1,<4.0"
@@ -1642,7 +1609,6 @@ dataclasses-json = "^0.5.7"
langsmith = "~0.0.21"
numexpr = "^2.8.4"
numpy = "^1"
-openapi-schema-pydantic = "^1.2"
pydantic = ">=1,<3"
PyYAML = ">=5.3"
requests = "^2"
@@ -1656,9 +1622,9 @@ clarifai = ["clarifai (>=9.1.0)"]
cohere = ["cohere (>=4,<5)"]
docarray = ["docarray[hnswlib] (>=0.32.0,<0.33.0)"]
embeddings = ["sentence-transformers (>=2,<3)"]
-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)", "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)", "xmltodict (>=0.13.0,<0.14.0)"]
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javascript = ["esprima (>=4.0.1,<5.0.0)"]
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openai = ["openai (>=0,<1)", "tiktoken (>=0.3.2,<0.4.0)"]
qdrant = ["qdrant-client (>=1.3.1,<2.0.0)"]
text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
@@ -1669,13 +1635,13 @@ url = "libs/langchain"
[[package]]
name = "langsmith"
-version = "0.0.22"
+version = "0.0.25"
description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
optional = false
python-versions = ">=3.8.1,<4.0"
files = [
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]
[package.dependencies]
@@ -2057,13 +2023,13 @@ test = ["flaky", "ipykernel", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "p
[[package]]
name = "nbconvert"
-version = "7.7.2"
+version = "7.7.4"
description = "Converting Jupyter Notebooks"
optional = false
python-versions = ">=3.8"
files = [
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]
[package.dependencies]
@@ -2139,13 +2105,13 @@ pip = "*"
[[package]]
name = "nbformat"
-version = "5.9.1"
+version = "5.9.2"
description = "The Jupyter Notebook format"
optional = false
python-versions = ">=3.8"
files = [
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]
[package.dependencies]
@@ -2179,24 +2145,24 @@ traitlets = ">=5"
[[package]]
name = "nest-asyncio"
-version = "1.5.6"
+version = "1.5.7"
description = "Patch asyncio to allow nested event loops"
optional = false
python-versions = ">=3.5"
files = [
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]
[[package]]
name = "notebook"
-version = "7.0.0"
+version = "7.0.2"
description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
optional = false
python-versions = ">=3.8"
files = [
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- {file = "notebook-7.0.0.tar.gz", hash = "sha256:38b55e6939df0ba73b53212c3b234e41102f1789e0158606cedaebf00abef6c8"},
+ {file = "notebook-7.0.2-py3-none-any.whl", hash = "sha256:c77b1499dc9b07ce4f4f26990dcb25b2107b434f2536766b51a72a4228d9a4b6"},
+ {file = "notebook-7.0.2.tar.gz", hash = "sha256:d70d6a07418c829bd5f54337ce993b7105261d9026f9d3fe68e9b8aa1a20da9a"},
]
[package.dependencies]
@@ -2231,41 +2197,41 @@ test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"
[[package]]
name = "numexpr"
-version = "2.8.4"
+version = "2.8.5"
description = "Fast numerical expression evaluator for NumPy"
optional = false
python-versions = ">=3.7"
files = [
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