### Motivation and Context
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Fixes the mypy pre-commit job, and subsequent fixes from there.
Moved all python tests to use the uv setup task instead of manual cache,
python install and uv install.
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### Motivation and Context
Fix planner notebook link to plan.py file
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### Description
Fix planner notebook link to plan.py file.
- Closes#9041
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### Motivation and Context
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Updating the AI Search environment variables to follow convention and
match the code as it was throwing an error and unable to connect to the
service as it was. It also loads in the environment properly using the
dotenv package.
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---------
Co-authored-by: Evan Mattson <[email protected]>
Fixing issue in the
`python/samples/getting_started/05-using-the-planner` notebook as it is
assigning the wrong variable to John's email example.
### Motivation and Context
If you run the stepwise planner sample, the logs will confirm that the
planner wasn't able to get john's email as the `get_email` function was
assigning the wrong variable and the response was empty
### Description
small change updating the variable assignment
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Co-authored-by: Evan Mattson <[email protected]>
### Motivation and Context
This PR updates the postgres memory connector to the new memory
architecture.
### Description
It adds a `PostgresStore` and `PostgresCollection` to
`semantickernel.connectors.memory.postgres`, along with unit tests,
integration tests, inclusion in the `new_memory.py` sample, and a
getting started notebook.
### Contribution Checklist
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---------
Co-authored-by: Evan Mattson <[email protected]>
### Motivation and Context
OpenAI assistants were introduced several versions ago; however, there
was open work to support streaming for OpenAI assistants v2. Work to
support streaming assistants was also needed in Agent Group Chat
scenarios.
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### Description
This PR introduces:
- Support for streaming with (Azure) OpenAI assistants
- Support for Agent Chat Scenarios that can now leverage a streaming
invoke instead of just a sync invoke.
- Unit tests to increase the test coverage to near 100% for the newly
added code
- Adds a few more OpenAI assistant agent samples
- Closes#7267
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Bumped the version to 1.8.1, slight updates in pyproject and make to
build automatically.
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### Motivation and Context
Bump Python version to 1.8.0 for a release.
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Bump Python version to 1.8.0 for a release.
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### Motivation and Context
Bump Python project version to 1.7.0 for a release.
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Bump Python project version to 1.7.0 for a release.
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…penAI" )
https://github.com/microsoft/semantic-kernel/blob/main/python/samples/getting_started/03-prompt-function-inline.ipynb
#PingMSFTDocs
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Co-authored-by: Tao Chen <[email protected]>
### Motivation and Context
Bump Python project version to 1.6.0 for a release.
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Bump Python project version to 1.6.0 for a release.
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### Motivation and Context
Bump Python project version to 1.5.1 for a release.
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Bump Python project version to 1.5.1 for a release.
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### Motivation and Context
Bump Python version to 1.5.0 for a release.
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Bump Python version to 1.5.0 for a release.
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### Motivation and Context
Bump Python version to 1.4.0 for a release.
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Bump Python version to 1.4.0 for a release.
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### Description
When running the getting-started Python notebooks, the user is
instructed to create and populate their own .env file. The values for
the OpenAI specifications included an underscore between 'open' and
'ai'. This led to an error when initializing the chat/text/embedding
model service.
I have removed the underscore from the base .env files, README, and in
the evaluate_with_prompt_flow.py script when reading from the .env file.
### Motivation and Context
Bump Python version to 1.3.0 from 1.2.0 for a release.
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Bump Python version to 1.3.0 from 1.2.0 for a release.
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### Motivation and Context
We have some gaps in how we build the JSON schema for function calling
related to Union and Optional types. There is also some work to do
related to handling `Optional` versus `param | None = None`.
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### Description
This PR improves the JSON schema building for the Union and Optional
types. It adds additional tests and improves some existing tests.
- Closes#7297
- Closes#7298
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### Motivation and Context
The notebooks are failing to find the .env file that is located in the
same directory. The ServiceSettings class is missing the `.create()`
method on it, to properly configure the settings from the .env file.
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### Description
Update the call to `settings = ServiceSettings.create()` so that the
service settings are created properly and reference the .env file
located in the getting_started directory.
- Fixes#7360
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### Motivation and Context
We've been working on increasing the test coverage. These tests aren't
specific to the CQ spike, but I noticed that there was covering lacking
for them, and they were "low hanging fruit."
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### Description
Increasing the test coverage for some classes that have current test
coverage but were missing some line coverage here and there. At this
point in time, the test coverage report is showing 95% covered now.
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---------
Co-authored-by: Gil LaHaye <[email protected]>
### Motivation and Context
Bump Python project version to 1.2.0 for a release.
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Bump Python project version to 1.2.0 for a release.
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### Motivation and Context
The current `FunctionCallBehavior` has allowed us to utilize auto
function calling for OpenAI type models. As we proceed to support more
AI connectors, that differ from OpenAI models, we need to be able to
handle functions for all models that support function calling.
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### Description
In this PR:
- We introduce a new function calling abstraction called
`FunctionChoiceBehavior` which has three types: Auto, Required, and
None.
- One is able to configure the `function_choice_behavior` along with
fully qualified function names (e.g., plugin1.function1),
`maximum_auto_invoke_attempts` or `auto_invoke_kernel_functions` in yaml
and JSON prompts. We have a new concept example showing how to do this
for for yaml and JSON prompts.
- If the fully qualified names are specified in the config file, they
take precedence over the filters, if specified at a later point.
- To make sure this isn't a breaking change, we still handle the
previous `FunctionCallBehavior`, but so we can make decisions on the new
`FunctionChoiceBehavior` we map the `FunctionCallBehavior` to
`FunctionChoiceBehavior`. Each time `FunctionCallBehavior` is updated,
`FunctionChoiceBehavior` will be updated, too.
- The `_process_tool_call()` method in the
`open_ai_chat_completion_base` needs to maintain the argument name as
`function_call_behavior` as we cannot introduce a breaking change.
- All concept samples have been converted to use
`FunctionChoiceBehavior`.
- New unit tests have been added for `FunctionChoiceBehavior` and we
still currently support `FunctionCallBehavior` tests to make sure we
haven't broken the backwards compatibility.
- Added `deprecated` typing decorators to classes/methods to alert users
that it would be best to transition to `FunctionChoiceBehavior` even
though `FunctionCallBehavior` is still supported.
- The `FunctionCallingStepwisePlanner` was updated to use the new
`FunctionChoiceBehavior`.
- Closes#6496, #6458
- Addresses #6626
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### Motivation and Context
Bump Python version to 1.1.2 for a release.
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Bump Python version to 1.1.2 for a release.
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### Motivation and Context
Fix the multiple results when streaming.
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### Description
Don't use enumerate and take a choice_index which is already provided in
the result.
Expected)
Result 1: Blah Blah
Result 2: Blah Blah
Result 3: Blah Blah
Actual)
Result 1: BlahBlahBlah BlahBlahBlah
Result 2:
Result 3:
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---------
Co-authored-by: Evan Mattson <[email protected]>
### Motivation and Context
We'd like to improve the handling of the .env file related to Pydantic
Settings. If Environment variables aren't found, it's possible to fall
back on reading the values from a .env file.
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### Description
Previous to this PR, that is done by specifying the .env file path. Now,
if the env_file is not specified, we will default to reading from the
relative ".env" file in the cwd.
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### Motivation and Context
Bump Python version to 1.1.1 for a release.
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### Description
Bump Python version to 1.1.1 for a release.
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### Motivation and Context
We've received feedback that the Python notebooks may difficult to run
for folks as they get started.
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### Description
To be explicit, we're now requiring that the Python notebooks reference
a valid `.env` file with the required settings.
All notebooks are running with the valid `.env` file for both AzureOpen
and OpenAI config settings.
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### Motivation and Context
Bump Python version to 1.1.0 for a release.
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### Description
Bump Python version to 1.1.0 for a release.
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### Motivation and Context
Fix sample plugin path for Windows. Re-enable samples CI tests.
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### Description
Fix sample plugin path for Windows. Re-enable samples CI tests.
- Tests passing locally on both MacOS and Windows.
- Adds logic to each notebook to properly set up the correct path to
find imports. Notebooks should now run out of the box to close#6588
- Added retry logic for the samples tests to retry 3 times in the event
of a failure.
- Install notebook pip package at kernel level instead of shell level
- Updated all occurrences of `gpt-3.5-turbo-1106` to `gpt-3.5-turbo`
which is `gpt-3.5-turbo-0125`.
The GH Action code quality check was failing for this same code in
#6675, so this is superseding it. Now that the GH actions are fixed,
this also supersedes #6681.
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### Motivation and Context
We had many broken concept examples. These samples are also not covered
by tests so it's hard to know when things are out of sync.
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### Description
Fix the Python concept samples, and also cover them with tests so we
aren't checking in code that is going to break them.
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Went through the Python getting-started notebooks and found some issues.
Updating the notebooks to address the issues.
### Description
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1. `00-getting-started.ipynb`: (improvement) clear all the services
before registering new ones. This will allow users to rerun the just the
cells without it throwing "Service already exists".
2. `01-basic-loading-the-kernel.ipynb`: (improvement) clear all the
services before registering new ones. This will allow users to rerun the
just the cells without it throwing "Service already exists".
3. `10-multiple-results-per-prompt.ipynb`: (fix) the hugging face
service is not set up to return multiple responses.
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### Motivation and Context
Bump Python version to 1.0.5 for a release.
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Bump Python version to 1.0.5 for a release.
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### Motivation and Context
Bump Python version to 1.0.4 for a release.
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### Description
Bump Python version to 1.0.4 for a release.
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Small update to test coverage workflow, to retrigger based on workflow
run.
Small updates to samples notebooks, to use GLOBAL_LLM_SERVICE allowing
control of where they run through env.
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### Motivation and Context
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Added a section on documentation to the DEV_SETUP
Added a check for the copyright row to pre-commit
Closes#5629
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The initial implementation of Pydantic Settings was not optimal yet,
more optimized now.
### Description
Added a KernelBaseSettings class in kernel_pydantic
Rebased all settings off that
Added single create method to KernelBaseSettings:
- sets model_config.env_prefix to cls.end_prefix allowing us to set the
env_prefix as a classvar on each subclass and it works
- if env_file_path is set, set that in model_config
- strip all None values out of inputted values, then instantiate
This also allows us to pass the settings that are supplied to the
settings class, for overriding env settings.
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### Motivation and Context
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Run notebooks as tests, working for all gettings started notebooks.
Also updated learn resources samples test, this can now easily be
extended with other sample scripts.
Closes: #4637
Partially closes: #4638
### Description
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### Motivation and Context
Bump Python version to 1.0.3 for a release.
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### Description
Bump Python version to 1.0.3 for a release.
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### Motivation and Context
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- Added static code checking to pre-commit (check-ast and
nbqa-check-ast)
- Added Bandit security checking to pre-commit
- Added pre-commit step to python-lint workflow, if it works, can delete
seperate mypy, ruff and black tests
### Description
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### Motivation and Context
Bump Python version to 1.0.2 for a release
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### Description
Bump Python version to 1.0.2 for a release
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### Motivation and Context
Bump Python version to 1.0.1 for a release.
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### Description
Bump Python version to 1.0.1 for a release.
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### Motivation and Context
Bump Python version to v1.0.0
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### Description
Bump Python version to v1.0.0
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### Motivation and Context
Python: Bump version to 1.0.0rc1.
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Python: Bump version to 1.0.0rc1.
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### Motivation and Context
Bump python version to 0.9.9b1 for release.
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### Description
Bump python version to 0.9.9b1 for release.
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To get back in sync with dotnet, renamed:
- complete to get_text_contents
- complete_chat to get_chat_message_contents
- complete_stream to get_streaming_text_contents
- complete_chat_stream to get_streaming_chat_message_content
### Description
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Co-authored-by: Evan Mattson <[email protected]>
### Motivation and Context
SK Python is tightly coupled to the use of a `.env` file to read all
secrets, keys, endpoints, and more. This doesn't scale well for users
who wish to be able to use environment variables with their SK
Applications. By introducing Pydantic Settings, it is possible to use
both environment variables as well as have a fall-back to a `.env` file
(via a `env_file_path` parameter), if desired.
By introducing Pydantic Settings, we are removing the requirement to
have to create Text/Embedding/Chat completion objects with an `api_key`
or other previously required information (in the case of
AzureChatCompletion that means an `endpoint`, an `api_key`, a
`deployment_name`, and an `api_version`). When the AI connector is
created, the Pydantic settings are loaded either via env vars or the
fall-back `.env` file, and that means the user can create a chat
completion object like:
```python
chat_completion = OpenAIChatCompletion(service_id="test")
```
or, to optionally override the `ai_model_id` env var:
```python
chat_completion = OpenAIChatCompletion(service_id="test", ai_model_id="gpt-4-1106")
```
Note: we have left the ability to specific an `api_key`/`org_id` for
`OpenAIChatCompletion` or a `deployment_name`, `endpoint`, `base_url`,
and `api_version` for `AzureChatCompletion` as before, but if your
settings are configured to use env vars/.env file then there is no need
to pass this information.
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### Description
The PR introduces the use of Pydantic settings and removes the use of
the python-dotenv library.
- Closes#1779
- Updates notebooks, samples, code and tests to remove the explicit
config of api_key or other previous .env files values.
- Adds new unit test config using monkeypatch to simulate env variables
for testing
- All unit and integration tests passing
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### Motivation and Context
Bump Python version to 0.9.8b1 for a release.
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### Description
Bump Python version to 0.9.8b1 for a release.
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- [X] I didn't break anyone 😄
### Motivation and Context
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- lots of changes in paths, namespaces, functions, etc have broken the
getting_started samples
3. What problem does it solve?
- fixes the getting_started notebooks
5. What scenario does it contribute to?
- educating teams on use of Python Semantic Kernel SDK
7. If it fixes an open issue, please link to the issue here.
-->
### Description
<!-- Describe your changes, the overall approach, the underlying design.
These notes will help understanding how your code works. Thanks! -->
Fixes to get all the Python getting_started notebooks to run with the
latest version of the SDK
### Contribution Checklist
<!-- Before submitting this PR, please make sure: -->
- [ x] The code builds clean without any errors or warnings
- [ x] The PR follows the [SK Contribution
Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md)
and the [pre-submission formatting
script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts)
raises no violations
- [x ] All unit tests pass, and I have added new tests where possible
- [ x] I didn't break anyone 😄
### Motivation and Context
In dotnet, there are no action, basic or stepwise planners. Since Python
has the FunctionCallingStepwisePlanner, we will retire the legacy
stepwise planner. We're leaving the Sequential planner for the meantime
as it provides the developer with a way to show the plan steps.
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information:
1. Why is this change required?
2. What problem does it solve?
3. What scenario does it contribute to?
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### Description
The PR:
- Removes the action, basic, and stepwise planners, along with their
unit/integration tests. Closes#5585
- Removes one action planner kernel syntax example.
- Updates the 05-planners Jupyter notebook to showcase the Sequential
Planner along with the FunctionCallingStepwisePlanner
- Fixes some sample paths that use the `prompt_template_samples` folder
in the root of the repo.
<!-- Describe your changes, the overall approach, the underlying design.
These notes will help understanding how your code works. Thanks! -->
### Contribution Checklist
<!-- Before submitting this PR, please make sure: -->
- [X] The code builds clean without any errors or warnings
- [X] The PR follows the [SK Contribution
Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md)
and the [pre-submission formatting
script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts)
raises no violations
- [X] All unit tests pass, and I have added new tests where possible
- [ ] I didn't break anyone 😄
Eduard van Valkenburg