A sample for implementing retrieval augmented generation using Azure Open AI to generate embeddings, Azure Cosmos DB for MongoDB vCore to perform vector search, and semantic kernel.
We're excited to expand our SDK's templating capabilities by introducing two powerful templating languages: Handlebars and Jinja2. By introducing Handlebars, we ensure developers can utilize consistent prompt structures in both Python and dotnet environments, enhancing cross-language compatibility and making the development process more seamless. Both Handlebars and Jinja2 allow for their ability to handle loops, variables, and the execution of static functions within templates. This introduces a new level of flexibility and power, allowing developers to craft dynamic and complex prompts more efficiently.
An example script with a Handlebars template using AzureOpenAI is here.
An example script with a Jinja2 template using AzureOpenAI is here.
We're working on a detailed blog post that covers SK Python's templating features covering the default kernel template, and the new Handlebars and Jinja2 prompt templates.
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Commits
e563920 Python: Honor the function calling options if configured. (#5701)
2558b01 Python: fixing README.md example in python (#5708)
37edd5f Python: Bump versions to 0.9.5b1 for release. (#5713)
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john0isaac
commented
6 months ago
Bumps the python-requirements group with 1 update: semantic-kernel.
Updates
semantic-kernelfrom 0.9.1b1 to 0.9.5b1Release notes
Sourced from semantic-kernel's releases.
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Commits
e563920Python: Honor the function calling options if configured. (#5701)2558b01Python: fixing README.md example in python (#5708)37edd5fPython: Bump versions to 0.9.5b1 for release. (#5713)c4c7464Python: Introduce operations to handle OpenAI plugins, improve OpenAPI plugin...dfd866b.Net: Marking the ToolCallResultSerializerOptions as obsolete. (#5700)14a0881Python: mypy clears kernel.py (#5689)75089cbPython: Enhance Chat Message Content creation and parsing (#5520)1924141Python: small fix for running prompt without any execution settings (#5687)f76fd5f.Net Hugging face exp update (#5675)0de7d34.Net - Support Azure Endpoint for File-Service (#5640)Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting
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