diff --git a/.github/workflows/ci_check.yml b/.github/workflows/ci_check.yml index 544fa75a0..291567f17 100644 --- a/.github/workflows/ci_check.yml +++ b/.github/workflows/ci_check.yml @@ -109,6 +109,7 @@ jobs: run: | set -e uv tool install pre-commit==${{ steps.ci-config.outputs.pre_commit_version }} + uv sync --inexact --no-install-project --no-install-package nemo-flow --extra langchain --extra langgraph --extra deepagents if [[ "$FULL_CI" == "true" || -z "$PRE_COMMIT_BASE" ]]; then pre-commit run --all-files --show-diff-on-failure else diff --git a/.github/workflows/ci_python.yml b/.github/workflows/ci_python.yml index d7e9695b1..0031603b7 100644 --- a/.github/workflows/ci_python.yml +++ b/.github/workflows/ci_python.yml @@ -110,6 +110,23 @@ jobs: set -e UV_PYTHON_DOWNLOADS=manual uv python install --managed-python ${{ steps.ci-config.outputs.default_python_version }} + - name: Install Windows ARM64 OpenSSL + if: ${{ matrix.platform == 'windows-arm64' }} + shell: pwsh + run: | + $ErrorActionPreference = 'Stop' + $vcpkgRoot = Join-Path $env:RUNNER_TEMP 'vcpkg' + git clone https://github.com/microsoft/vcpkg $vcpkgRoot + git -C $vcpkgRoot checkout --detach 56bb2411609227288b70117ead2c47585ba07713 + & (Join-Path $vcpkgRoot 'bootstrap-vcpkg.bat') -disableMetrics + & (Join-Path $vcpkgRoot 'vcpkg.exe') install openssl:arm64-windows-static-md --clean-after-build --disable-metrics + + $opensslDir = Join-Path $vcpkgRoot 'installed\arm64-windows-static-md' + Add-Content -Path $env:GITHUB_ENV -Value "OPENSSL_DIR=$opensslDir" + Add-Content -Path $env:GITHUB_ENV -Value "OPENSSL_STATIC=1" + Add-Content -Path $env:GITHUB_ENV -Value "VCPKG_ROOT=$vcpkgRoot" + Add-Content -Path $env:GITHUB_ENV -Value "VCPKGRS_TRIPLET=arm64-windows-static-md" + - name: Run Python tests with coverage working-directory: ${{ env.NEMO_FLOW_CI_WORKSPACE }} run: just --set ci true --set output_dir "${{ github.workspace }}" test-python diff --git a/ATTRIBUTIONS-Python.md b/ATTRIBUTIONS-Python.md index 743b3692d..d08622c49 100644 --- a/ATTRIBUTIONS-Python.md +++ b/ATTRIBUTIONS-Python.md @@ -642,6 +642,22 @@ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. ``` +## anthropic (0.101.0) + +### Licenses +License: `MIT` + + - `LICENSE`: +``` +Copyright 2023 Anthropic, PBC. + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +``` + ## anyio (4.13.0) ### Licenses @@ -1503,6 +1519,36 @@ which is also made available under the MIT license. Copyright (c) Isaac Muse ``` +## bracex (2.6) + +### Licenses +License: `MIT` + + - `LICENSE.md`: +``` +MIT License + +Copyright (c) 2018 - 2025 Isaac Muse + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +``` + ## cattrs (24.1.3) ### Licenses @@ -1550,6 +1596,36 @@ one at http://mozilla.org/MPL/2.0/. @(#) $RCSfile: certdata.txt,v $ $Revision: 1.80 $ $Date: 2011/11/03 15:11:58 $ ``` +## cffi (2.0.0) + +### Licenses +License: `MIT` + + - `LICENSE`: +``` +Except when otherwise stated (look for LICENSE files in directories or +information at the beginning of each file) all software and +documentation is licensed as follows: + + MIT No Attribution + + Permission is hereby granted, free of charge, to any person + obtaining a copy of this software and associated documentation + files (the "Software"), to deal in the Software without + restriction, including without limitation the rights to use, + copy, modify, merge, publish, distribute, sublicense, and/or + sell copies of the Software, and to permit persons to whom the + Software is furnished to do so. + + THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS + OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL + THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING + FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER + DEALINGS IN THE SOFTWARE. +``` + ## cfgv (3.5.0) ### Licenses @@ -1829,6 +1905,18 @@ Apache License END OF TERMS AND CONDITIONS ``` +## cryptography (48.0.0) + +### Licenses +License: `Apache-2.0 OR BSD-3-Clause` + + - `LICENSE`: +``` +This software is made available under the terms of *either* of the licenses +found in LICENSE.APACHE or LICENSE.BSD. Contributions to cryptography are made +under the terms of *both* these licenses. +``` + ## decorator (5.2.1) ### Licenses @@ -1865,6 +1953,16 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. ``` +## deepagents (0.5.9) + +### Licenses +License: `MIT` + + - `LICENSE`: +``` +(No license file found in locked artifact for deepagents; see package metadata or PyPI.) +``` + ## distlib (0.4.0) ### Licenses @@ -2158,106 +2256,346 @@ ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE. ``` -## docutils (0.21.2) +## distro (1.9.0) ### Licenses -License: `Public Domain OR Python Software Foundation License OR BSD License OR GNU General Public License (GPL)` +License: `Apache License, Version 2.0` - - `COPYING.txt`: + - `LICENSE`: ``` -.. include:: docs/header0.txt - -================== - Copying Docutils -================== +Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ -:Author: David Goodger -:Contact: goodger@python.org -:Date: $Date: 2023-06-22 17:34:37 +0200 (Do, 22. Jun 2023) $ -:Web site: https://docutils.sourceforge.io/ -:Copyright: This document has been placed in the public domain. + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION -Most of the files included in this project have been placed in the -public domain, and therefore have no license requirements and no -restrictions on copying or usage; see the `Public Domain Dedication`_ -below. There are exceptions_, listed below. -Files in the Sandbox_ are not distributed with Docutils releases and -may have different license terms. + 1. Definitions. + "License" shall mean the terms and conditions for use, reproduction, + and distribution as defined by Sections 1 through 9 of this document. -Public Domain Dedication -======================== + "Licensor" shall mean the copyright owner or entity authorized by + the copyright owner that is granting the License. -The persons who have associated their work with this project (the -"Dedicator": David Goodger and the many contributors to the Docutils -project) hereby dedicate the entire copyright, less the exceptions_ -listed below, in the work of authorship known as "Docutils" identified -below (the "Work") to the public domain. + "Legal Entity" shall mean the union of the acting entity and all + other entities that control, are controlled by, or are under common + control with that entity. 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Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + copyright license to reproduce, prepare Derivative Works of, + publicly display, publicly perform, sublicense, and distribute the + Work and such Derivative Works in Source or Object form. -The exceptions to the `Public Domain Dedication`_ above are: + 3. Grant of Patent License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + (except as stated in this section) patent license to make, have made, + use, offer to sell, sell, import, and otherwise transfer the Work, + where such license applies only to those patent claims licensable + by such Contributor that are necessarily infringed by their + Contribution(s) alone or by combination of their Contribution(s) + with the Work to which such Contribution(s) was submitted. If You + institute patent litigation against any entity (including a + cross-claim or counterclaim in a lawsuit) alleging that the Work + or a Contribution incorporated within the Work constitutes direct + or contributory patent infringement, then any patent licenses + granted to You under this License for that Work shall terminate + as of the date such litigation is filed. -* docutils/utils/smartquotes.py + 4. Redistribution. You may reproduce and distribute copies of the + Work or Derivative Works thereof in any medium, with or without + modifications, and in Source or Object form, provided that You + meet the following conditions: - Copyright © 2011 Günter Milde, - based on `SmartyPants`_ © 2003 John Gruber - (released under a "revised" `BSD 3-Clause License`_ included in the file) - and smartypants.py © 2004, 2007 Chad Miller. - Released under the terms of the `BSD 2-Clause License`_ - (`local copy `__). + (a) You must give any other recipients of the Work or + Derivative Works a copy of this License; and - .. _SmartyPants: http://daringfireball.net/projects/smartypants/ + (b) You must cause any modified files to carry prominent notices + stating that You changed the files; and -* docutils/utils/math/latex2mathml.py + (c) You must retain, in the Source form of any Derivative Works + that You distribute, all copyright, patent, trademark, and + attribution notices from the Source form of the Work, + excluding those notices that do not pertain to any part of + the Derivative Works; and - Copyright © Jens Jørgen Mortensen, Günter Milde. - Released under the terms of the `BSD 2-Clause License`_ - (`local copy `__). + (d) If the Work includes a "NOTICE" text file as part of its + distribution, then any Derivative Works that You distribute must + include a readable copy of the attribution notices contained + within such NOTICE file, excluding those notices that do not + pertain to any part of the Derivative Works, in at least one + of the following places: within a NOTICE text file distributed + as part of the Derivative Works; within the Source form or + documentation, if provided along with the Derivative Works; or, + within a display generated by the Derivative Works, if and + wherever such third-party notices normally appear. The contents + of the NOTICE file are for informational purposes only and + do not modify the License. You may add Your own attribution + notices within Derivative Works that You distribute, alongside + or as an addendum to the NOTICE text from the Work, provided + that such additional attribution notices cannot be construed + as modifying the License. -* | docutils/utils/math/math2html.py, - | docutils/writers/html5_polyglot/math.css + You may add Your own copyright statement to Your modifications and + may provide additional or different license terms and conditions + for use, reproduction, or distribution of Your modifications, or + for any such Derivative Works as a whole, provided Your use, + reproduction, and distribution of the Work otherwise complies with + the conditions stated in this License. + + 5. Submission of Contributions. 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However, in accepting such obligations, You may act only + on Your own behalf and on Your sole responsibility, not on behalf + of any other Contributor, and only if You agree to indemnify, + defend, and hold each Contributor harmless for any liability + incurred by, or claims asserted against, such Contributor by reason + of your accepting any such warranty or additional liability. + + END OF TERMS AND CONDITIONS + + APPENDIX: How to apply the Apache License to your work. + + To apply the Apache License to your work, attach the following + boilerplate notice, with the fields enclosed by brackets "{}" + replaced with your own identifying information. (Don't include + the brackets!) The text should be enclosed in the appropriate + comment syntax for the file format. We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright {yyyy} {name of copyright owner} + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +``` + +## docstring-parser (0.18.0) + +### Licenses +License: `MIT` + + - `LICENSE.md`: +``` +The MIT License (MIT) + +Copyright (c) 2018 Marcin Kurczewski + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +``` + +## docutils (0.21.2) + +### Licenses +License: `Public Domain OR Python Software Foundation License OR BSD License OR GNU General Public License (GPL)` + + - `COPYING.txt`: +``` +.. include:: docs/header0.txt + +================== + Copying Docutils +================== + +:Author: David Goodger +:Contact: goodger@python.org +:Date: $Date: 2023-06-22 17:34:37 +0200 (Do, 22. Jun 2023) $ +:Web site: https://docutils.sourceforge.io/ +:Copyright: This document has been placed in the public domain. + +Most of the files included in this project have been placed in the +public domain, and therefore have no license requirements and no +restrictions on copying or usage; see the `Public Domain Dedication`_ +below. There are exceptions_, listed below. +Files in the Sandbox_ are not distributed with Docutils releases and +may have different license terms. + + +Public Domain Dedication +======================== + +The persons who have associated their work with this project (the +"Dedicator": David Goodger and the many contributors to the Docutils +project) hereby dedicate the entire copyright, less the exceptions_ +listed below, in the work of authorship known as "Docutils" identified +below (the "Work") to the public domain. + +The primary repository for the Work is the Internet World Wide Web +site . The Work consists of the +files within the "docutils" module of the Docutils project Subversion +repository (http://svn.code.sf.net/p/docutils/code/), +whose Internet web interface is located at +. Files dedicated to the +public domain may be identified by the inclusion, near the beginning +of each file, of a declaration of the form:: + + Copyright: This document/module/DTD/stylesheet/file/etc. has been + placed in the public domain. + +Dedicator makes this dedication for the benefit of the public at large +and to the detriment of Dedicator's heirs and successors. Dedicator +intends this dedication to be an overt act of relinquishment in +perpetuity of all present and future rights under copyright law, +whether vested or contingent, in the Work. Dedicator understands that +such relinquishment of all rights includes the relinquishment of all +rights to enforce (by lawsuit or otherwise) those copyrights in the +Work. + +Dedicator recognizes that, once placed in the public domain, the Work +may be freely reproduced, distributed, transmitted, used, modified, +built upon, or otherwise exploited by anyone for any purpose, +commercial or non-commercial, and in any way, including by methods +that have not yet been invented or conceived. + +(This dedication is derived from the text of the `Creative Commons +Public Domain Dedication`. [#]_) + +.. [#] Creative Commons has `retired this legal tool`__ and does not + recommend that it be applied to works: This tool is based on United + States law and may not be applicable outside the US. For dedicating new + works to the public domain, Creative Commons recommend the replacement + Public Domain Dedication CC0_ (CC zero, "No Rights Reserved"). So does + the Free Software Foundation in its license-list_. + + __ http://creativecommons.org/retiredlicenses + .. _CC0: http://creativecommons.org/about/cc0 + +Exceptions +========== + +The exceptions to the `Public Domain Dedication`_ above are: + +* docutils/utils/smartquotes.py + + Copyright © 2011 Günter Milde, + based on `SmartyPants`_ © 2003 John Gruber + (released under a "revised" `BSD 3-Clause License`_ included in the file) + and smartypants.py © 2004, 2007 Chad Miller. + Released under the terms of the `BSD 2-Clause License`_ + (`local copy `__). + + .. _SmartyPants: http://daringfireball.net/projects/smartypants/ + +* docutils/utils/math/latex2mathml.py + + Copyright © Jens Jørgen Mortensen, Günter Milde. + Released under the terms of the `BSD 2-Clause License`_ + (`local copy `__). + +* | docutils/utils/math/math2html.py, + | docutils/writers/html5_polyglot/math.css Copyright © 2009,2010 Alex Fernández; 2021 Günter Milde @@ -2395,28 +2733,448 @@ License: `MIT` ``` The MIT License (MIT) -Copyright (c) 2016 Tomás Aparicio +Copyright (c) 2016 Tomás Aparicio + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +``` + +## frozenlist (1.8.0) + +### Licenses +License: `Apache-2.0` + + - `LICENSE`: +``` +Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. Definitions. + + "License" shall mean the terms and conditions for use, reproduction, + and distribution as defined by Sections 1 through 9 of this document. + + "Licensor" shall mean the copyright owner or entity authorized by + the copyright owner that is granting the License. + + "Legal Entity" shall mean the union of the acting entity and all + other entities that control, are controlled by, or are under common + control with that entity. For the purposes of this definition, + "control" means (i) the power, direct or indirect, to cause the + direction or management of such entity, whether by contract or + otherwise, or (ii) ownership of fifty percent (50%) or more of the + outstanding shares, or (iii) beneficial ownership of such entity. + + "You" (or "Your") shall mean an individual or Legal Entity + exercising permissions granted by this License. + + "Source" form shall mean the preferred form for making modifications, + including but not limited to software source code, documentation + source, and configuration files. + + "Object" form shall mean any form resulting from mechanical + transformation or translation of a Source form, including but + not limited to compiled object code, generated documentation, + and conversions to other media types. + + "Work" shall mean the work of authorship, whether in Source or + Object form, made available under the License, as indicated by a + copyright notice that is included in or attached to the work + (an example is provided in the Appendix below). + + "Derivative Works" shall mean any work, whether in Source or Object + form, that is based on (or derived from) the Work and for which the + editorial revisions, annotations, elaborations, or other modifications + represent, as a whole, an original work of authorship. For the purposes + of this License, Derivative Works shall not include works that remain + separable from, or merely link (or bind by name) to the interfaces of, + the Work and Derivative Works thereof. + + "Contribution" shall mean any work of authorship, including + the original version of the Work and any modifications or additions + to that Work or Derivative Works thereof, that is intentionally + submitted to Licensor for inclusion in the Work by the copyright owner + or by an individual or Legal Entity authorized to submit on behalf of + the copyright owner. For the purposes of this definition, "submitted" + means any form of electronic, verbal, or written communication sent + to the Licensor or its representatives, including but not limited to + communication on electronic mailing lists, source code control systems, + and issue tracking systems that are managed by, or on behalf of, the + Licensor for the purpose of discussing and improving the Work, but + excluding communication that is conspicuously marked or otherwise + designated in writing by the copyright owner as "Not a Contribution." + + "Contributor" shall mean Licensor and any individual or Legal Entity + on behalf of whom a Contribution has been received by Licensor and + subsequently incorporated within the Work. + + 2. Grant of Copyright License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + copyright license to reproduce, prepare Derivative Works of, + publicly display, publicly perform, sublicense, and distribute the + Work and such Derivative Works in Source or Object form. + + 3. Grant of Patent License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + (except as stated in this section) patent license to make, have made, + use, offer to sell, sell, import, and otherwise transfer the Work, + where such license applies only to those patent claims licensable + by such Contributor that are necessarily infringed by their + Contribution(s) alone or by combination of their Contribution(s) + with the Work to which such Contribution(s) was submitted. If You + institute patent litigation against any entity (including a + cross-claim or counterclaim in a lawsuit) alleging that the Work + or a Contribution incorporated within the Work constitutes direct + or contributory patent infringement, then any patent licenses + granted to You under this License for that Work shall terminate + as of the date such litigation is filed. + + 4. Redistribution. You may reproduce and distribute copies of the + Work or Derivative Works thereof in any medium, with or without + modifications, and in Source or Object form, provided that You + meet the following conditions: + + (a) You must give any other recipients of the Work or + Derivative Works a copy of this License; and + + (b) You must cause any modified files to carry prominent notices + stating that You changed the files; and + + (c) You must retain, in the Source form of any Derivative Works + that You distribute, all copyright, patent, trademark, and + attribution notices from the Source form of the Work, + excluding those notices that do not pertain to any part of + the Derivative Works; and + + (d) If the Work includes a "NOTICE" text file as part of its + distribution, then any Derivative Works that You distribute must + include a readable copy of the attribution notices contained + within such NOTICE file, excluding those notices that do not + pertain to any part of the Derivative Works, in at least one + of the following places: within a NOTICE text file distributed + as part of the Derivative Works; within the Source form or + documentation, if provided along with the Derivative Works; or, + within a display generated by the Derivative Works, if and + wherever such third-party notices normally appear. The contents + of the NOTICE file are for informational purposes only and + do not modify the License. You may add Your own attribution + notices within Derivative Works that You distribute, alongside + or as an addendum to the NOTICE text from the Work, provided + that such additional attribution notices cannot be construed + as modifying the License. + + You may add Your own copyright statement to Your modifications and + may provide additional or different license terms and conditions + for use, reproduction, or distribution of Your modifications, or + for any such Derivative Works as a whole, provided Your use, + reproduction, and distribution of the Work otherwise complies with + the conditions stated in this License. + + 5. Submission of Contributions. Unless You explicitly state otherwise, + any Contribution intentionally submitted for inclusion in the Work + by You to the Licensor shall be under the terms and conditions of + this License, without any additional terms or conditions. + Notwithstanding the above, nothing herein shall supersede or modify + the terms of any separate license agreement you may have executed + with Licensor regarding such Contributions. + + 6. Trademarks. This License does not grant permission to use the trade + names, trademarks, service marks, or product names of the Licensor, + except as required for reasonable and customary use in describing the + origin of the Work and reproducing the content of the NOTICE file. + + 7. Disclaimer of Warranty. Unless required by applicable law or + agreed to in writing, Licensor provides the Work (and each + Contributor provides its Contributions) on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or + implied, including, without limitation, any warranties or conditions + of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A + PARTICULAR PURPOSE. You are solely responsible for determining the + appropriateness of using or redistributing the Work and assume any + risks associated with Your exercise of permissions under this License. + + 8. Limitation of Liability. In no event and under no legal theory, + whether in tort (including negligence), contract, or otherwise, + unless required by applicable law (such as deliberate and grossly + negligent acts) or agreed to in writing, shall any Contributor be + liable to You for damages, including any direct, indirect, special, + incidental, or consequential damages of any character arising as a + result of this License or out of the use or inability to use the + Work (including but not limited to damages for loss of goodwill, + work stoppage, computer failure or malfunction, or any and all + other commercial damages or losses), even if such Contributor + has been advised of the possibility of such damages. + + 9. Accepting Warranty or Additional Liability. While redistributing + the Work or Derivative Works thereof, You may choose to offer, + and charge a fee for, acceptance of support, warranty, indemnity, + or other liability obligations and/or rights consistent with this + License. However, in accepting such obligations, You may act only + on Your own behalf and on Your sole responsibility, not on behalf + of any other Contributor, and only if You agree to indemnify, + defend, and hold each Contributor harmless for any liability + incurred by, or claims asserted against, such Contributor by reason + of your accepting any such warranty or additional liability. + + END OF TERMS AND CONDITIONS + + APPENDIX: How to apply the Apache License to your work. + + To apply the Apache License to your work, attach the following + boilerplate notice, with the fields enclosed by brackets "{}" + replaced with your own identifying information. (Don't include + the brackets!) The text should be enclosed in the appropriate + comment syntax for the file format. We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright 2013-2019 Nikolay Kim and Andrew Svetlov + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +``` + +## google-auth (2.52.0) + +### Licenses +License: `Apache 2.0` + + - `LICENSE`: +``` +Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. Definitions. + + "License" shall mean the terms and conditions for use, reproduction, + and distribution as defined by Sections 1 through 9 of this document. + + "Licensor" shall mean the copyright owner or entity authorized by + the copyright owner that is granting the License. + + "Legal Entity" shall mean the union of the acting entity and all + other entities that control, are controlled by, or are under common + control with that entity. For the purposes of this definition, + "control" means (i) the power, direct or indirect, to cause the + direction or management of such entity, whether by contract or + otherwise, or (ii) ownership of fifty percent (50%) or more of the + outstanding shares, or (iii) beneficial ownership of such entity. + + "You" (or "Your") shall mean an individual or Legal Entity + exercising permissions granted by this License. + + "Source" form shall mean the preferred form for making modifications, + including but not limited to software source code, documentation + source, and configuration files. + + "Object" form shall mean any form resulting from mechanical + transformation or translation of a Source form, including but + not limited to compiled object code, generated documentation, + and conversions to other media types. + + "Work" shall mean the work of authorship, whether in Source or + Object form, made available under the License, as indicated by a + copyright notice that is included in or attached to the work + (an example is provided in the Appendix below). + + "Derivative Works" shall mean any work, whether in Source or Object + form, that is based on (or derived from) the Work and for which the + editorial revisions, annotations, elaborations, or other modifications + represent, as a whole, an original work of authorship. For the purposes + of this License, Derivative Works shall not include works that remain + separable from, or merely link (or bind by name) to the interfaces of, + the Work and Derivative Works thereof. + + "Contribution" shall mean any work of authorship, including + the original version of the Work and any modifications or additions + to that Work or Derivative Works thereof, that is intentionally + submitted to Licensor for inclusion in the Work by the copyright owner + or by an individual or Legal Entity authorized to submit on behalf of + the copyright owner. For the purposes of this definition, "submitted" + means any form of electronic, verbal, or written communication sent + to the Licensor or its representatives, including but not limited to + communication on electronic mailing lists, source code control systems, + and issue tracking systems that are managed by, or on behalf of, the + Licensor for the purpose of discussing and improving the Work, but + excluding communication that is conspicuously marked or otherwise + designated in writing by the copyright owner as "Not a Contribution." + + "Contributor" shall mean Licensor and any individual or Legal Entity + on behalf of whom a Contribution has been received by Licensor and + subsequently incorporated within the Work. + + 2. Grant of Copyright License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + copyright license to reproduce, prepare Derivative Works of, + publicly display, publicly perform, sublicense, and distribute the + Work and such Derivative Works in Source or Object form. + + 3. Grant of Patent License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + (except as stated in this section) patent license to make, have made, + use, offer to sell, sell, import, and otherwise transfer the Work, + where such license applies only to those patent claims licensable + by such Contributor that are necessarily infringed by their + Contribution(s) alone or by combination of their Contribution(s) + with the Work to which such Contribution(s) was submitted. If You + institute patent litigation against any entity (including a + cross-claim or counterclaim in a lawsuit) alleging that the Work + or a Contribution incorporated within the Work constitutes direct + or contributory patent infringement, then any patent licenses + granted to You under this License for that Work shall terminate + as of the date such litigation is filed. + + 4. Redistribution. You may reproduce and distribute copies of the + Work or Derivative Works thereof in any medium, with or without + modifications, and in Source or Object form, provided that You + meet the following conditions: + + (a) You must give any other recipients of the Work or + Derivative Works a copy of this License; and + + (b) You must cause any modified files to carry prominent notices + stating that You changed the files; and + + (c) You must retain, in the Source form of any Derivative Works + that You distribute, all copyright, patent, trademark, and + attribution notices from the Source form of the Work, + excluding those notices that do not pertain to any part of + the Derivative Works; and + + (d) If the Work includes a "NOTICE" text file as part of its + distribution, then any Derivative Works that You distribute must + include a readable copy of the attribution notices contained + within such NOTICE file, excluding those notices that do not + pertain to any part of the Derivative Works, in at least one + of the following places: within a NOTICE text file distributed + as part of the Derivative Works; within the Source form or + documentation, if provided along with the Derivative Works; or, + within a display generated by the Derivative Works, if and + wherever such third-party notices normally appear. The contents + of the NOTICE file are for informational purposes only and + do not modify the License. You may add Your own attribution + notices within Derivative Works that You distribute, alongside + or as an addendum to the NOTICE text from the Work, provided + that such additional attribution notices cannot be construed + as modifying the License. + + You may add Your own copyright statement to Your modifications and + may provide additional or different license terms and conditions + for use, reproduction, or distribution of Your modifications, or + for any such Derivative Works as a whole, provided Your use, + reproduction, and distribution of the Work otherwise complies with + the conditions stated in this License. + + 5. Submission of Contributions. Unless You explicitly state otherwise, + any Contribution intentionally submitted for inclusion in the Work + by You to the Licensor shall be under the terms and conditions of + this License, without any additional terms or conditions. + Notwithstanding the above, nothing herein shall supersede or modify + the terms of any separate license agreement you may have executed + with Licensor regarding such Contributions. + + 6. Trademarks. This License does not grant permission to use the trade + names, trademarks, service marks, or product names of the Licensor, + except as required for reasonable and customary use in describing the + origin of the Work and reproducing the content of the NOTICE file. + + 7. Disclaimer of Warranty. Unless required by applicable law or + agreed to in writing, Licensor provides the Work (and each + Contributor provides its Contributions) on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or + implied, including, without limitation, any warranties or conditions + of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A + PARTICULAR PURPOSE. You are solely responsible for determining the + appropriateness of using or redistributing the Work and assume any + risks associated with Your exercise of permissions under this License. + + 8. Limitation of Liability. In no event and under no legal theory, + whether in tort (including negligence), contract, or otherwise, + unless required by applicable law (such as deliberate and grossly + negligent acts) or agreed to in writing, shall any Contributor be + liable to You for damages, including any direct, indirect, special, + incidental, or consequential damages of any character arising as a + result of this License or out of the use or inability to use the + Work (including but not limited to damages for loss of goodwill, + work stoppage, computer failure or malfunction, or any and all + other commercial damages or losses), even if such Contributor + has been advised of the possibility of such damages. + + 9. Accepting Warranty or Additional Liability. While redistributing + the Work or Derivative Works thereof, You may choose to offer, + and charge a fee for, acceptance of support, warranty, indemnity, + or other liability obligations and/or rights consistent with this + License. However, in accepting such obligations, You may act only + on Your own behalf and on Your sole responsibility, not on behalf + of any other Contributor, and only if You agree to indemnify, + defend, and hold each Contributor harmless for any liability + incurred by, or claims asserted against, such Contributor by reason + of your accepting any such warranty or additional liability. + + END OF TERMS AND CONDITIONS + + APPENDIX: How to apply the Apache License to your work. + + To apply the Apache License to your work, attach the following + boilerplate notice, with the fields enclosed by brackets "[]" + replaced with your own identifying information. (Don't include + the brackets!) The text should be enclosed in the appropriate + comment syntax for the file format. We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. + http://www.apache.org/licenses/LICENSE-2.0 -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. ``` -## frozenlist (1.8.0) +## google-genai (1.75.0) ### Licenses License: `Apache-2.0` @@ -2603,7 +3361,7 @@ Apache License APPENDIX: How to apply the Apache License to your work. To apply the Apache License to your work, attach the following - boilerplate notice, with the fields enclosed by brackets "{}" + boilerplate notice, with the fields enclosed by brackets "[]" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a @@ -2611,7 +3369,7 @@ Apache License same "printed page" as the copyright notice for easier identification within third-party archives. - Copyright 2013-2019 Nikolay Kim and Andrew Svetlov + Copyright [yyyy] [name of copyright owner] Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. @@ -2952,6 +3710,36 @@ NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. ``` +## jiter (0.14.0) + +### Licenses +License: `MIT` + + - `LICENSE`: +``` +The MIT License (MIT) + +Copyright (c) 2022 to present Samuel Colvin + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +``` + ## jsonpatch (1.33) ### Licenses @@ -3036,6 +3824,36 @@ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. ``` +## langchain-anthropic (1.4.3) + +### Licenses +License: `MIT` + + - `LICENSE`: +``` +MIT License + +Copyright (c) 2023 LangChain, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +``` + ## langchain-core (1.3.3) ### Licenses @@ -3046,6 +3864,36 @@ License: `MIT` (No license file found in locked artifact for langchain-core; see package metadata or PyPI.) ``` +## langchain-google-genai (4.2.2) + +### Licenses +License: `MIT` + + - `LICENSE`: +``` +MIT License + +Copyright (c) 2023 LangChain, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +``` + ## langchain-nvidia-ai-endpoints (1.3.0) ### Licenses @@ -4654,6 +5502,108 @@ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. ``` +## pyasn1 (0.6.3) + +### Licenses +License: `BSD-2-Clause` + + - `LICENSE.rst`: +``` +Copyright (c) 2005-2020, Ilya Etingof +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + + * Redistributions of source code must retain the above copyright notice, + this list of conditions and the following disclaimer. + + * Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE +ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE +LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR +CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF +SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS +INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN +CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) +ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE +POSSIBILITY OF SUCH DAMAGE. +``` + +## pyasn1-modules (0.4.2) + +### Licenses +License: `BSD` + + - `LICENSE.txt`: +``` +Copyright (c) 2005-2020, Ilya Etingof +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + + * Redistributions of source code must retain the above copyright notice, + this list of conditions and the following disclaimer. + + * Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE +ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE +LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR +CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF +SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS +INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN +CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) +ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE +POSSIBILITY OF SUCH DAMAGE. +``` + +## pycparser (3.0) + +### Licenses +License: `BSD-3-Clause` + + - `LICENSE`: +``` +pycparser -- A C parser in Python + +Copyright (c) 2008-2022, Eli Bendersky +All rights reserved. + +Redistribution and use in source and binary forms, with or without modification, +are permitted provided that the following conditions are met: + +* Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. +* Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. +* Neither the name of the copyright holder nor the names of its contributors may + be used to endorse or promote products derived from this software without + specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE +LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR +CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE +GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) +HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT +LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT +OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +``` + ## pydantic (2.12.5) ### Licenses @@ -6283,6 +7233,18 @@ are: """ ``` +## sniffio (1.3.1) + +### Licenses +License: `MIT OR Apache-2.0` + + - `LICENSE`: +``` +This software is made available under the terms of *either* of the +licenses found in LICENSE.APACHE2 or LICENSE.MIT. Contributions to are +made under the terms of *both* these licenses. +``` + ## snowballstemmer (3.0.1) ### Licenses @@ -8350,6 +9312,36 @@ OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. ``` +## wcmatch (10.1) + +### Licenses +License: `MIT` + + - `LICENSE.md`: +``` +MIT License + +Copyright (c) 2018 - 2025 Isaac Muse + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +``` + ## wcwidth (0.6.0) ### Licenses @@ -8386,6 +9378,39 @@ for any purpose and without fee is hereby granted. The author disclaims all warranties with regard to this software. ``` +## websockets (16.0) + +### Licenses +License: `BSD-3-Clause` + + - `LICENSE`: +``` +Copyright (c) Aymeric Augustin and contributors + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + + * Redistributions of source code must retain the above copyright notice, + this list of conditions and the following disclaimer. + * Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + * Neither the name of the copyright holder nor the names of its contributors + may be used to endorse or promote products derived from this software + without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE +FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR +SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, +OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +``` + ## xxhash (3.7.0) ### Licenses diff --git a/docs/getting-started/python/deepagents.md b/docs/getting-started/python/deepagents.md new file mode 100644 index 000000000..77b7eaa27 --- /dev/null +++ b/docs/getting-started/python/deepagents.md @@ -0,0 +1,120 @@ + + +# NeMo Flow Deep Agents Integration + +Use the `nemo_flow.integrations.deepagents` package to add NeMo Flow +observability to Deep Agents applications through the LangChain and LangGraph +integration surfaces that Deep Agents builds on. + +## Setup + +Install the Deep Agents integration extra in your application environment. + +::::{tab-set} +:sync-group: install-tool + +:::{tab-item} uv +:selected: +:sync: uv + +```bash +uv add "nemo-flow[deepagents]" +``` +::: + +:::{tab-item} pip +:sync: pip + +```bash +pip install "nemo-flow[deepagents]" +``` +::: + +:::: + +The example below uses the NVIDIA LangChain provider. Install that provider +extra too if you want to run the example as written: + +::::{tab-set} +:sync-group: install-tool + +:::{tab-item} uv +:selected: +:sync: uv + +```bash +uv add "nemo-flow[deepagents,langchain-nvidia]" +``` +::: + +:::{tab-item} pip +:sync: pip + +```bash +pip install "nemo-flow[deepagents,langchain-nvidia]" +``` +::: + +:::: + +## Usage Example + +```python +import nemo_flow +from deepagents import create_deep_agent +from nemo_flow.integrations.deepagents import ( + NemoFlowDeepAgentsCallbackHandler, + add_nemo_flow_integration, +) + +agent = create_deep_agent( + **add_nemo_flow_integration( + model="nvidia:nvidia/nemotron-3-nano-30b-a3b", + tools=[], + skills=["/skills/research/"], + name="main-agent", + ) +) + +input_payload = { + "messages": [ + { + "role": "user", + "content": "Research recent GPU news", + } + ] +} + +with nemo_flow.scope.scope("deepagents-request", nemo_flow.ScopeType.Agent): + result = agent.invoke( + input_payload, + config={"callbacks": [NemoFlowDeepAgentsCallbackHandler()]}, + ) + +final_message = result["messages"][-1] +print(f"Final response: {final_message.content}") +``` + +## Observability + +The integration composes the existing NeMo Flow LangChain and LangGraph hooks, +then emits Deep Agents-specific marks for configured skills, subagents, and +human-in-the-loop lifecycle events. + +It captures: + +- LangChain model and tool calls through NeMo Flow managed execution. +- LangGraph run scopes through callbacks. +- Human-in-the-loop interrupt and resume marks. +- Configured skills and subagent summaries at agent-run start. +- In-process dictionary-style subagents with the same NeMo Flow middleware, so + their model and tool calls are captured when Deep Agents invokes them. + +Remote graphs or processes still need NeMo Flow instrumentation in that graph +or process to capture their internal model and tool calls. + +Refer to [Export Observability Data](../../export-observability-data/about.md) +for details on exporting NeMo Flow observability data to third-party systems. diff --git a/docs/getting-started/python/index.md b/docs/getting-started/python/index.md index 17b860f79..ef0b75445 100644 --- a/docs/getting-started/python/index.md +++ b/docs/getting-started/python/index.md @@ -7,7 +7,7 @@ SPDX-License-Identifier: Apache-2.0 This quick start shows the smallest Python workflow that emits scope, tool, and LLM events. -[LangChain](https://www.langchain.com/langchain) and [LangGraph](https://www.langchain.com/langgraph) users should start with the [LangChain integration](langchain.md) or [LangGraph integration](langgraph.md) guides for the best experience in those frameworks. +[LangChain](https://www.langchain.com/langchain), [LangGraph](https://www.langchain.com/langgraph), and [Deep Agents](https://www.langchain.com/deep-agents) users should start with the [LangChain integration](langchain.md), [LangGraph integration](langgraph.md), and [Deep Agents integration](deepagents.md) guides for the best experience in those frameworks. ## Choose an Install Path @@ -129,18 +129,21 @@ Use these links to continue from the quick start into the core runtime concepts. - [LangChain integration](langchain.md) - [LangGraph integration](langgraph.md) +- [Deep Agents integration](deepagents.md) - [Scopes](../../about/concepts/scopes.md) - [Middleware](../../about/concepts/middleware.md) - [Plugins](../../about/concepts/plugins.md) ## Framework Integrations -Use these guides when your Python application already uses LangChain or -LangGraph and you want NeMo Flow observability through their public APIs. +Use these guides when your Python application already uses LangChain, +LangGraph, or Deep Agents and you want NeMo Flow observability through their +public APIs. ```{toctree} :maxdepth: 1 LangChain Integration LangGraph Integration +Deep Agents Integration ``` diff --git a/docs/integrate-frameworks/about.md b/docs/integrate-frameworks/about.md index bec160b5c..9ae886dd1 100644 --- a/docs/integrate-frameworks/about.md +++ b/docs/integrate-frameworks/about.md @@ -29,10 +29,8 @@ Use these signals to decide whether this documentation path matches your current - Are building or reviewing third-party integration patches If you own the application call sites directly, use [Instrument Applications](../instrument-applications/about.md) first. -If your application uses [LangChain](https://www.langchain.com/langchain) or -[LangGraph](https://www.langchain.com/langgraph), start with -[LangChain Integration](../getting-started/python/langchain.md) or -[LangGraph Integration](../getting-started/python/langgraph.md). +If your application uses [LangChain](https://www.langchain.com/langchain), +[LangGraph](https://www.langchain.com/langgraph), or [Deep Agents](https://www.langchain.com/deep-agents), start with [LangChain Integration](../getting-started/python/langchain.md), [LangGraph Integration](../getting-started/python/langgraph.md), or [Deep Agents Integration](../getting-started/python/deepagents.md). ## Guides diff --git a/justfile b/justfile index e16cf77c8..ec8d3bc2c 100644 --- a/justfile +++ b/justfile @@ -725,7 +725,7 @@ build-python: #!/usr/bin/env bash {{ bash_helpers }} cd "$NEMO_FLOW_REPO_ROOT" - uv sync --inexact --no-install-project --no-install-package nemo-flow --extra langchain + uv sync --inexact --no-install-project --no-install-package nemo-flow --extra langchain --extra langgraph --extra deepagents activate_project_venv if is_true "{{ ci }}"; then prepare_llvm_cov_workspace @@ -854,7 +854,7 @@ test-python: fi cargo test -p nemo-flow-python --lib fi - uv sync --inexact --no-install-project --no-install-package nemo-flow --extra langchain + uv sync --inexact --no-install-project --no-install-package nemo-flow --extra langchain --extra langgraph --extra deepagents activate_project_venv python_executable="$(project_python_executable)" use_project_python_source "$python_executable" diff --git a/pyproject.toml b/pyproject.toml index 2414cd530..7b7d652a6 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -77,6 +77,7 @@ docs = [ langchain = [ "langchain>=1.2.11,<2.0.0", "langchain-core", + "langgraph", # allow any compatible version ] langgraph = [ @@ -84,6 +85,11 @@ langgraph = [ "langgraph>=1.1.10,<2.0.0", ] +deepagents = [ + "nemo-flow[langgraph]", + "deepagents>=0.5.3,<0.6.0", +] + langchain-nvidia = [ "nemo-flow[langchain]", "langchain-nvidia-ai-endpoints~=1.0", diff --git a/python/nemo_flow/integrations/deepagents/__init__.py b/python/nemo_flow/integrations/deepagents/__init__.py new file mode 100644 index 000000000..5be91048b --- /dev/null +++ b/python/nemo_flow/integrations/deepagents/__init__.py @@ -0,0 +1,113 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 + +"""NeMo Flow integrations for Deep Agents.""" + +from __future__ import annotations + +from collections.abc import Mapping, Sequence +from typing import Any + +from nemo_flow.integrations.deepagents.callbacks import NemoFlowDeepAgentsCallbackHandler +from nemo_flow.integrations.deepagents.middleware import NemoFlowDeepAgentsMiddleware + + +def add_nemo_flow_integration( + kwargs: Mapping[str, Any] | None = None, + *, + instrument_subagents: bool = True, + **overrides: Any, +) -> dict[str, Any]: + """ + Receives the keyword arguments for ``create_deep_agent`` and returns them with NeMo Flow observability attached. + + Use this helper as ``create_deep_agent(**add_nemo_flow_integration(...))``. + It injects Deep Agents-aware middleware at the top level, adds the same + middleware to dictionary-style custom subagents that do not inherit parent + middleware, and leaves any provided backend unchanged. + """ + observed = dict(kwargs or {}) + observed.update(overrides) + + skills = _string_sequence(observed.get("skills")) + subagents = list(observed.get("subagents") or ()) + subagent_summaries = [_subagent_summary(subagent) for subagent in subagents] + backend = observed.get("backend") + backend_name = type(backend).__name__ if backend is not None else None + + middleware = list(observed.get("middleware") or ()) + _append_middleware( + middleware, + NemoFlowDeepAgentsMiddleware( + agent_name=observed.get("name"), + skills=skills, + subagents=subagent_summaries, + backend_name=backend_name, + ), + ) + observed["middleware"] = middleware + + if instrument_subagents and subagents: + observed["subagents"] = [_instrument_subagent(subagent) for subagent in subagents] + + return observed + + +def _append_middleware(middleware: list[Any], new_middleware: NemoFlowDeepAgentsMiddleware) -> None: + if any(isinstance(item, NemoFlowDeepAgentsMiddleware) for item in middleware): + return + middleware.append(new_middleware) + + +def _instrument_subagent(subagent: Any) -> Any: + if not isinstance(subagent, dict): + return subagent + + observed = dict(subagent) + middleware = list(observed.get("middleware") or ()) + _append_middleware( + middleware, + NemoFlowDeepAgentsMiddleware( + agent_name=observed.get("name"), + skills=_string_sequence(observed.get("skills")), + subagents=None, + ), + ) + observed["middleware"] = middleware + return observed + + +def _subagent_summary(subagent: Any) -> Mapping[str, Any]: + if isinstance(subagent, Mapping): + summary: dict[str, Any] = {"type": "subagent"} + for key in ("name", "description", "model", "graph_id", "url"): + value = subagent.get(key) + if value is not None: + summary[key] = value + if "skills" in subagent: + summary["skills"] = _string_sequence(subagent.get("skills")) + return summary + + summary = {"type": type(subagent).__name__} + for attr in ("name", "description", "graph_id", "url"): + value = getattr(subagent, attr, None) + if value is not None: + summary[attr] = value + return summary + + +def _string_sequence(value: Any) -> Sequence[str] | None: + if value is None: + return None + if isinstance(value, str): + return [value] + if isinstance(value, Sequence): + return [str(item) for item in value] + return [str(value)] + + +__all__ = [ + "NemoFlowDeepAgentsCallbackHandler", + "NemoFlowDeepAgentsMiddleware", + "add_nemo_flow_integration", +] diff --git a/python/nemo_flow/integrations/deepagents/_events.py b/python/nemo_flow/integrations/deepagents/_events.py new file mode 100644 index 000000000..6be73fe83 --- /dev/null +++ b/python/nemo_flow/integrations/deepagents/_events.py @@ -0,0 +1,62 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 + +"""Shared Deep Agents observability helpers.""" + +from __future__ import annotations + +import logging +from collections.abc import Mapping, Sequence +from typing import Any + +import nemo_flow + +_logger = logging.getLogger(__name__) + + +def event_base_name(kind: str) -> str: + """Return a stable event base name for a Deep Agents category.""" + return { + "human_in_the_loop": "DeepAgents Human In The Loop", + "skill": "DeepAgents Skills", + }.get(kind, "DeepAgents") + + +def json_safe(value: Any) -> nemo_flow.Json: + """Return a conservative JSON-compatible value.""" + if value is None or isinstance(value, str | int | float | bool): + return value + if isinstance(value, Mapping): + return {str(key): json_safe(item) for key, item in value.items()} + if isinstance(value, Sequence) and not isinstance(value, str | bytes | bytearray): + return [json_safe(item) for item in value] + if isinstance(value, bytes | bytearray): + return f"<{type(value).__name__}: {len(value)} bytes>" + return repr(value) + + +def emit_mark( + base_name: str, + kind: str, + phase: str, + data: Mapping[str, Any], + *, + metadata: Mapping[str, Any] | None = None, +) -> None: + """Emit a Deep Agents mark event without changing framework behavior.""" + event_metadata: dict[str, Any] = { + "integration": "deepagents", + "deepagents_kind": kind, + "phase": phase, + } + if metadata: + event_metadata.update(metadata) + + try: + nemo_flow.scope.event( + f"{base_name} {phase.title()}", + data=json_safe(data), + metadata=json_safe(event_metadata), + ) + except Exception: + _logger.debug("NeMo Flow: Deep Agents mark emission failed", exc_info=True) diff --git a/python/nemo_flow/integrations/deepagents/callbacks.py b/python/nemo_flow/integrations/deepagents/callbacks.py new file mode 100644 index 000000000..c03384ece --- /dev/null +++ b/python/nemo_flow/integrations/deepagents/callbacks.py @@ -0,0 +1,92 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 + +"""Deep Agents callback handler for NeMo Flow observability.""" + +from __future__ import annotations + +from collections.abc import Mapping, Sequence +from typing import Any + +from nemo_flow.integrations.deepagents._events import emit_mark, event_base_name +from nemo_flow.integrations.langgraph.callbacks import NemoFlowCallbackHandler as LangGraphNemoFlowCallbackHandler + +_GraphEventKey = tuple[str | None, str | None, tuple[str, ...]] + + +class NemoFlowDeepAgentsCallbackHandler(LangGraphNemoFlowCallbackHandler): + """Bridge Deep Agents LangGraph lifecycle events to NeMo Flow marks.""" + + def __init__(self, *args: Any, **kwargs: Any) -> None: + super().__init__(*args, **kwargs) + self._hitl_interrupts: set[_GraphEventKey] = set() + + def _emit_graph_mark(self, name: str, data: dict[str, Any]) -> None: + key = self._graph_event_key(data) + if name == "Graph Interrupt" and self._has_hitl_interrupt(data): + self._hitl_interrupts.add(key) + self._emit_human_in_the_loop_mark(name, "interrupt", data) + return + + if name == "Graph Resume" and key in self._hitl_interrupts: + self._hitl_interrupts.discard(key) + self._emit_human_in_the_loop_mark(name, "resume", data) + return + + super()._emit_graph_mark(name, data) + + def _emit_human_in_the_loop_mark(self, name: str, phase: str, data: dict[str, Any]) -> None: + emit_mark( + event_base_name("human_in_the_loop"), + "human_in_the_loop", + phase, + data, + metadata={"langgraph_event": name}, + ) + + @staticmethod + def _graph_event_key(data: Mapping[str, Any]) -> _GraphEventKey: + run_id = NemoFlowDeepAgentsCallbackHandler._string_or_none(data.get("run_id")) + checkpoint_id = NemoFlowDeepAgentsCallbackHandler._string_or_none(data.get("checkpoint_id")) + checkpoint_ns = data.get("checkpoint_ns") + if not isinstance(checkpoint_ns, Sequence) or isinstance(checkpoint_ns, str | bytes | bytearray): + return (run_id, checkpoint_id, ()) + return (run_id, checkpoint_id, tuple(str(part) for part in checkpoint_ns)) + + @staticmethod + def _string_or_none(value: Any) -> str | None: + if value is None: + return None + return value if isinstance(value, str) else str(value) + + @staticmethod + def _has_hitl_interrupt(data: Mapping[str, Any]) -> bool: + interrupts = data.get("interrupts") + if not isinstance(interrupts, Sequence) or isinstance(interrupts, str | bytes | bytearray): + return False + return any(NemoFlowDeepAgentsCallbackHandler._is_hitl_interrupt_payload(interrupt) for interrupt in interrupts) + + @staticmethod + def _is_hitl_interrupt_payload(interrupt: Any) -> bool: + if not isinstance(interrupt, Mapping): + return False + return NemoFlowDeepAgentsCallbackHandler._is_hitl_request(interrupt.get("value")) + + @staticmethod + def _is_hitl_request(value: Any) -> bool: + if not isinstance(value, Mapping): + return False + action_requests = value.get("action_requests") + review_configs = value.get("review_configs") + return NemoFlowDeepAgentsCallbackHandler._is_mapping_sequence( + action_requests + ) and NemoFlowDeepAgentsCallbackHandler._is_mapping_sequence(review_configs) + + @staticmethod + def _is_mapping_sequence(value: Any) -> bool: + if not isinstance(value, Sequence) or isinstance(value, str | bytes | bytearray): + return False + return all(isinstance(item, Mapping) for item in value) + + +__all__ = ["NemoFlowDeepAgentsCallbackHandler"] diff --git a/python/nemo_flow/integrations/deepagents/middleware.py b/python/nemo_flow/integrations/deepagents/middleware.py new file mode 100644 index 000000000..f87d8acd6 --- /dev/null +++ b/python/nemo_flow/integrations/deepagents/middleware.py @@ -0,0 +1,67 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 + +"""Deep Agents middleware for NeMo Flow observability.""" + +from __future__ import annotations + +from collections.abc import Mapping, Sequence +from typing import Any + +from nemo_flow.integrations.deepagents._events import emit_mark, event_base_name +from nemo_flow.integrations.langchain.middleware import NemoFlowMiddleware + + +class NemoFlowDeepAgentsMiddleware(NemoFlowMiddleware): + """Route Deep Agents model/tool calls through NeMo Flow and emit semantic events. + + Deep Agents is built on LangChain ``AgentMiddleware`` and LangGraph. This + middleware keeps the existing NeMo Flow LangChain wrapping behavior, then + emits Deep Agents configuration marks. + """ + + def __init__( + self, + *, + name: str = "NemoFlowDeepAgentsMiddleware", + agent_name: str | None = None, + skills: Sequence[str] | None = None, + subagents: Sequence[Mapping[str, Any]] | None = None, + backend_name: str | None = None, + ) -> None: + super().__init__(name=name) + self._agent_name = agent_name + self._skills = list(skills) if skills is not None else None + self._subagents = list(subagents) if subagents is not None else None + self._backend_name = backend_name + + def before_agent(self, state: Any, runtime: Any) -> None: + """Emit run configuration metadata for sync Deep Agents runs.""" + self._emit_agent_configuration() + + async def abefore_agent(self, state: Any, runtime: Any) -> None: + """Emit run configuration metadata for async Deep Agents runs.""" + self._emit_agent_configuration() + + def _emit_agent_configuration(self) -> None: + data: dict[str, Any] = {} + if self._agent_name is not None: + data["agent_name"] = self._agent_name + + if self._skills is not None: + data["skills"] = list(self._skills) + + if self._subagents is not None: + data["subagents"] = list(self._subagents) + + if self._backend_name is not None: + data["backend"] = self._backend_name + + if data: + emit_mark( + event_base_name("skill"), + "skill", + "configured", + data, + metadata={"agent_name": self._agent_name} if self._agent_name is not None else None, + ) diff --git a/python/nemo_flow/integrations/langchain/_serialization.py b/python/nemo_flow/integrations/langchain/_serialization.py index 9769c9722..0c13ec7d3 100644 --- a/python/nemo_flow/integrations/langchain/_serialization.py +++ b/python/nemo_flow/integrations/langchain/_serialization.py @@ -15,12 +15,14 @@ messages_from_dict, messages_to_dict, ) +from langgraph.types import Command, Send from nemo_flow.codecs import AnthropicMessagesCodec, LlmCodec, OpenAIChatCodec, OpenAIResponsesCodec if TYPE_CHECKING: from langchain.agents.middleware import ModelRequest + # In order to infer codec support from LangChain chat model types, we need to import them here. # However these may not be installed in the user's environment. _HAS_ANTHROPIC = False @@ -176,16 +178,34 @@ def model_response_from_json(payload: Any, codec: Any) -> ModelResponse[Any]: raise TypeError(f"NeMo Flow model execution returned {type(decoded)!r}, expected ModelResponse") -def _prepare_outputs(outputs: dict[str, Any] | list[Any] | ToolMessage | BaseMessage) -> dict[str, Any] | list[Any]: +def _prepare_outputs(outputs: Any) -> Any: """Prepare a NeMo Flow scope output dict for returning to LangChain.""" if isinstance(outputs, dict): prepared_outputs = {} for key, value in outputs.items(): prepared_outputs[key] = _prepare_outputs(value) - elif isinstance(outputs, list): + elif isinstance(outputs, list | tuple): prepared_outputs = [] for value in outputs: prepared_outputs.append(_prepare_outputs(value)) + elif isinstance(outputs, Command): + prepared_outputs = { + "type": "command", + "command": { + "graph": _prepare_outputs(outputs.graph), + "update": _prepare_outputs(outputs.update), + "resume": _prepare_outputs(outputs.resume), + "goto": _prepare_outputs(outputs.goto), + }, + } + elif isinstance(outputs, Send): + prepared_outputs = { + "type": "send", + "send": { + "node": outputs.node, + "arg": _prepare_outputs(outputs.arg), + }, + } elif isinstance(outputs, ToolMessage): prepared_outputs = { "type": "tool_message", diff --git a/python/nemo_flow/integrations/langchain/callbacks.py b/python/nemo_flow/integrations/langchain/callbacks.py index eab9235b4..bba0e36cd 100644 --- a/python/nemo_flow/integrations/langchain/callbacks.py +++ b/python/nemo_flow/integrations/langchain/callbacks.py @@ -102,4 +102,4 @@ def _pop_scope(self, run_id: UUID, *, output: dict[str, typing.Any] | None = Non prepared_outputs = _prepare_outputs(output) if output is not None else None nemo_flow.scope.pop(handle, output=prepared_outputs) except Exception: - _logger.debug("NeMo Flow: scope.pop failed", exc_info=True) + _logger.warning("NeMo Flow: scope.pop failed", exc_info=True) diff --git a/python/nemo_flow/typed.py b/python/nemo_flow/typed.py index a8bdf6299..cf1b112d8 100644 --- a/python/nemo_flow/typed.py +++ b/python/nemo_flow/typed.py @@ -89,6 +89,11 @@ def _serialize_value(value: object) -> Json: return [_serialize_value(item) for item in value] if isinstance(value, dict): return {cast(str, key): _serialize_value(item) for key, item in value.items()} + if hasattr(value, "model_dump"): + try: + return cast(_SupportsModelDump, value).model_dump(mode="json") + except Exception: + pass # Intentional: fall through to the default string encoding return cast(Json, value) diff --git a/python/tests/conftest.py b/python/tests/conftest.py new file mode 100644 index 000000000..cc4b97944 --- /dev/null +++ b/python/tests/conftest.py @@ -0,0 +1,30 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 + +"""Shared pytest fixtures for Python tests.""" + +from __future__ import annotations + +import typing +from collections.abc import Iterator +from uuid import uuid4 + +import pytest + +if typing.TYPE_CHECKING: + import nemo_flow + + +@pytest.fixture(name="subscribed_events") +def subscribed_events_fixture() -> Iterator[list[nemo_flow.Event]]: + import nemo_flow + + events: list[nemo_flow.Event] = [] + + def event_recorder(event: nemo_flow.Event) -> None: + events.append(event) + + subscriber_name = f"test-{uuid4()}" + nemo_flow.subscribers.register(subscriber_name, event_recorder) + yield events + nemo_flow.subscribers.deregister(subscriber_name) diff --git a/python/tests/integrations/deepagents/test_deepagents_integration.py b/python/tests/integrations/deepagents/test_deepagents_integration.py new file mode 100644 index 000000000..ea70cb01f --- /dev/null +++ b/python/tests/integrations/deepagents/test_deepagents_integration.py @@ -0,0 +1,256 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 + +"""Tests for the Deep Agents NeMo Flow integration.""" + +from __future__ import annotations + +from pathlib import Path +from typing import Any, cast +from unittest.mock import MagicMock +from uuid import uuid4 + +from deepagents import create_deep_agent +from deepagents.backends import LocalShellBackend +from langchain_core.language_models.fake_chat_models import FakeMessagesListChatModel +from langchain_core.messages import AIMessage, ToolMessage +from langgraph.callbacks import GraphInterruptEvent, GraphResumeEvent +from langgraph.types import Interrupt + +import nemo_flow +from nemo_flow.integrations.deepagents import ( + NemoFlowDeepAgentsCallbackHandler, + NemoFlowDeepAgentsMiddleware, + add_nemo_flow_integration, +) + + +class _MockDeepAgentsChatModel(FakeMessagesListChatModel): + model: str = "mock-model" + + def bind_tools(self, _tools: Any, *_args: Any, **_kwargs: Any) -> _MockDeepAgentsChatModel: + return self + + +def _filter_mark_events(events: list[nemo_flow.Event]) -> list[nemo_flow.MarkEvent]: + return [event for event in events if isinstance(event, nemo_flow.MarkEvent)] + + +def _mark_data(mark: nemo_flow.MarkEvent) -> dict[str, Any]: + assert isinstance(mark.data, dict) + return cast(dict[str, Any], mark.data) + + +def _mark_metadata(mark: nemo_flow.MarkEvent) -> dict[str, Any]: + assert isinstance(mark.metadata, dict) + return cast(dict[str, Any], mark.metadata) + + +def test_before_agent_emits_configuration_mark(subscribed_events: list[nemo_flow.Event]): + middleware = NemoFlowDeepAgentsMiddleware( + agent_name="main-agent", + skills=["/skills/research/"], + subagents=[{"name": "researcher"}], + backend_name="StateBackend", + ) + + with nemo_flow.scope.scope("request", nemo_flow.ScopeType.Agent): + middleware.before_agent(MagicMock(name="mock_state"), MagicMock(name="mock_runtime")) + + marks = _filter_mark_events(subscribed_events) + assert [mark.name for mark in marks] == ["DeepAgents Skills Configured"] + assert _mark_metadata(marks[0])["deepagents_kind"] == "skill" + assert _mark_data(marks[0])["skills"] == ["/skills/research/"] + assert _mark_data(marks[0])["subagents"] == [{"name": "researcher"}] + assert _mark_data(marks[0])["backend"] == "StateBackend" + + +def test_callback_handler_emits_human_in_the_loop_marks(subscribed_events: list[nemo_flow.Event]): + handler = NemoFlowDeepAgentsCallbackHandler() + run_id = uuid4() + hitl_request = { + "action_requests": [ + { + "name": "edit_file", + "args": {"file_path": "/workspace/notes.md"}, + "description": "Tool execution requires approval", + } + ], + "review_configs": [{"action_name": "edit_file", "allowed_decisions": ["approve", "reject"]}], + } + + with nemo_flow.scope.scope("request", nemo_flow.ScopeType.Agent): + handler.on_interrupt( + GraphInterruptEvent( + run_id=run_id, + status="interrupt_after", + checkpoint_id="checkpoint-1", + checkpoint_ns=("parent",), + interrupts=(Interrupt(hitl_request, id="interrupt-1"),), + ) + ) + handler.on_resume( + GraphResumeEvent( + run_id=run_id, + status="pending", + checkpoint_id="checkpoint-1", + checkpoint_ns=("parent",), + ) + ) + + marks = _filter_mark_events(subscribed_events) + assert [mark.name for mark in marks] == [ + "DeepAgents Human In The Loop Interrupt", + "DeepAgents Human In The Loop Resume", + ] + assert _mark_metadata(marks[0])["deepagents_kind"] == "human_in_the_loop" + assert _mark_data(marks[0])["interrupts"] == [{"id": "interrupt-1", "value": hitl_request}] + assert _mark_metadata(marks[1])["phase"] == "resume" + + +def test_callback_handler_falls_back_for_non_hitl_interrupt(subscribed_events: list[nemo_flow.Event]): + handler = NemoFlowDeepAgentsCallbackHandler() + run_id = uuid4() + + with nemo_flow.scope.scope("request", nemo_flow.ScopeType.Agent): + handler.on_interrupt( + GraphInterruptEvent( + run_id=run_id, + status="interrupt_after", + checkpoint_id="checkpoint-1", + checkpoint_ns=("parent",), + interrupts=(Interrupt("custom pause", id="interrupt-1"),), + ) + ) + handler.on_resume( + GraphResumeEvent( + run_id=run_id, + status="pending", + checkpoint_id="checkpoint-1", + checkpoint_ns=("parent",), + ) + ) + + marks = _filter_mark_events(subscribed_events) + assert [mark.name for mark in marks] == ["Graph Interrupt", "Graph Resume"] + assert _mark_metadata(marks[0])["integration"] == "langgraph" + assert "deepagents_kind" not in _mark_metadata(marks[0]) + + +def test_add_nemo_flow_integration_preserves_backend(): + mock_backend = MagicMock(name="mock_backend") + mock_compiled_subagent = MagicMock(name="mock_compiled_subagent") + kwargs = add_nemo_flow_integration( + model="mock-model", + name="main-agent", + skills=["/skills/main/"], + backend=mock_backend, + middleware=[MagicMock(name="mock_middleware")], + subagents=[ + {"name": "researcher", "description": "Research", "skills": ["/skills/research/"]}, + mock_compiled_subagent, + ], + ) + + assert kwargs["backend"] is mock_backend + assert any(isinstance(item, NemoFlowDeepAgentsMiddleware) for item in kwargs["middleware"]) + assert any(isinstance(item, NemoFlowDeepAgentsMiddleware) for item in kwargs["subagents"][0]["middleware"]) + assert kwargs["subagents"][1] is mock_compiled_subagent + + +def test_e2e_agent( + tmp_path: Path, + subscribed_events: list[nemo_flow.Event], +): + reviewer_description = "Reviews filesystem work performed by the main agent." + reviewer_model = _MockDeepAgentsChatModel( + responses=[ + AIMessage(content="reviewer verified turtle"), + ] + ) + model = _MockDeepAgentsChatModel( + responses=[ + AIMessage( + content="", + tool_calls=[ + { + "name": "write_file", + "args": {"file_path": "/turtle", "content": "shell"}, + "id": "call-1", + } + ], + ), + AIMessage( + content="", + tool_calls=[ + { + "name": "task", + "args": { + "description": "Review the file creation result and report whether turtle was created.", + "subagent_type": "reviewer", + }, + "id": "call-2", + } + ], + ), + AIMessage(content="created turtle after reviewer verified turtle"), + ] + ) + kwargs = add_nemo_flow_integration( + model=model, + tools=[], + name="main-agent", + backend=LocalShellBackend(root_dir=tmp_path, virtual_mode=True), + subagents=[ + { + "name": "reviewer", + "description": reviewer_description, + "system_prompt": "Review the delegated task and return one concise verification sentence.", + "model": reviewer_model, + "tools": [], + } + ], + ) + agent = create_deep_agent(**kwargs) + + with nemo_flow.scope.scope("deepagents-request", nemo_flow.ScopeType.Agent): + result = agent.invoke({"messages": [{"role": "user", "content": "Create a file named turtle."}]}) + + assert (tmp_path / "turtle").read_text() == "shell" + assert result["messages"][-1].content == "created turtle after reviewer verified turtle" + found_write_file_message = False + found_subagent_message = False + for message in result["messages"]: + if ( + isinstance(message, ToolMessage) + and message.name == "write_file" + and message.content == "Updated file /turtle" + ): + found_write_file_message = True + if isinstance(message, ToolMessage) and message.content == "reviewer verified turtle": + found_subagent_message = True + + assert found_write_file_message + assert found_subagent_message + + expected_events = [ + "scope.start.deepagents-request", + "mark..DeepAgents Skills Configured", + "scope.start.mock-model", + "scope.end.mock-model", + "scope.start.write_file", + "scope.end.write_file", + "scope.start.mock-model", + "scope.end.mock-model", + "scope.start.task", + "mark..DeepAgents Skills Configured", + "scope.start.mock-model", + "scope.end.mock-model", + "scope.end.task", + "scope.start.mock-model", + "scope.end.mock-model", + "scope.end.deepagents-request", + ] + event_strings = [f"{event.kind}.{getattr(event, 'scope_category', '')}.{event.name}" for event in subscribed_events] + + assert event_strings == expected_events diff --git a/python/tests/integrations/langchain/test_callbacks.py b/python/tests/integrations/langchain/test_callbacks.py index b0830de48..60700e1ef 100644 --- a/python/tests/integrations/langchain/test_callbacks.py +++ b/python/tests/integrations/langchain/test_callbacks.py @@ -10,6 +10,8 @@ from uuid import uuid4 import pytest +from langchain_core.messages import ToolMessage +from langgraph.types import Command from nemo_flow.integrations.langchain import callbacks as callbacks_module from nemo_flow.integrations.langchain.callbacks import NemoFlowCallbackHandler @@ -118,6 +120,59 @@ def test_on_chain_error_pops_scope(self, handler: NemoFlowCallbackHandler, mock_ mock_nemo_flow.scope.pop.assert_called_once_with(handle, output={"error": "RuntimeError('boom')"}) assert run_id not in handler._scope_handles + def test_on_chain_end_prepares_command_outputs(self, handler: NemoFlowCallbackHandler, mock_nemo_flow: MagicMock): + run_id = uuid4() + handler.on_chain_start( + {"name": "MyChain"}, + {"input": "test"}, + run_id=run_id, + ) + handle = handler._scope_handles[run_id] + + handler.on_chain_end( + { + "result": Command( + update={ + "messages": [ + ToolMessage( + content="done", + tool_call_id="call-1", + name="task", + ) + ] + } + ) + }, + run_id=run_id, + ) + + mock_nemo_flow.scope.pop.assert_called_once_with( + handle, + output={ + "result": { + "type": "command", + "command": { + "graph": None, + "update": { + "messages": [ + { + "type": "tool_message", + "tool_call": { + "name": "task", + "id": None, + "tool_call_id": "call-1", + "content": "done", + }, + } + ] + }, + "resume": None, + "goto": [], + }, + } + }, + ) + def test_parent_scope_passed_to_push(self, handler: NemoFlowCallbackHandler, mock_nemo_flow: MagicMock): parent_id = uuid4() child_id = uuid4() diff --git a/python/tests/integrations/langchain/test_middleware.py b/python/tests/integrations/langchain/test_middleware.py index 86c5470e0..b5b1a18f1 100644 --- a/python/tests/integrations/langchain/test_middleware.py +++ b/python/tests/integrations/langchain/test_middleware.py @@ -12,7 +12,7 @@ import pytest from langchain.agents import create_agent from langchain.agents.middleware import ModelRequest, ModelResponse, ToolCallRequest -from langchain_core.language_models.chat_models import BaseChatModel +from langchain_core.language_models import BaseChatModel from langchain_core.messages import AIMessage, HumanMessage, ToolMessage from langchain_core.tools import tool diff --git a/python/tests/integrations/langgraph/test_langgraph_integration.py b/python/tests/integrations/langgraph/test_langgraph_integration.py index 96878a722..02e9443b8 100644 --- a/python/tests/integrations/langgraph/test_langgraph_integration.py +++ b/python/tests/integrations/langgraph/test_langgraph_integration.py @@ -6,7 +6,6 @@ from __future__ import annotations import asyncio -from collections.abc import Iterator from typing import TYPE_CHECKING, Any, cast from uuid 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