William Bakst

Adding Mirascope Third Party Integration Docs Page

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- Added a new `third_party/` directory in the `docs/integrations/` directory for all future third party integrations. - Added the `mirascope.md` docs page describing the integration to the `third_party/` directory. -...

Hi! I noticed when using tool calls (function calling) that I get an empty assistant message in the UI (because there's no content, just tool calls). See below: ![April 30...

https://github.com/tensorflow/lattice/blob/master/tensorflow_lattice/python/premade_lib.py#L1474 the `interpolation=` argument to quantile was renamed to `method=`, which has additional options. Users of the modes 'nearest', 'lower', 'higher', or 'midpoint' are encouraged to review the method they...

Add support for nested structured in `GeminiTool`

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**Is your feature request related to a problem? Please describe.** https://github.com/Mirascope/mirascope/blob/269c3339b7e5113686a2435a8b85709abbdcf485/mirascope/gemini/tools.py#L75 Where does this restriction originate from? Is this just something not yet implemented, or is it inherent to gemini?...

Add support for AstraDB Vector Store

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**Is your feature request related to a problem? Please describe.** Not a problem, just a feature request. Would be nice to support AstraDB for easier usage with Mirascope. **Describe the...

Anthropic instrumentation

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Closes #110 Some notes: - Tried my best to refactor with OpenAI. This ultimately led to a decision to have a slightly worse internal DX due to lack of great...

v2.7.0b1 `pydantic_core.from_json(..., allow_partial=True)` truncates partial strings completely

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### Initial Checks - [X] I confirm that I'm using Pydantic V2 ### Description In the below example, I would expect for the `author` field to still populate into the...

Accessing a `TypedDict` field has `ValidationIterator` instead of the original value

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### Initial Checks - [X] I confirm that I'm using Pydantic V2 ### Description I would expect when accessing the field of a model for that field to be the...

Enable tool schemas to support more dynamic generation

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### Description Consider the following tool: ```python from mirascope.openai import OpenAITool from pydantic import Field class MyTool(OpenAITool): """This is the overall tool description of my tool that gets injected.""" foo:...

Improved handling for streaming content and tool calls at the same time

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### Description Currently, we would do something like this: ```python from typing import Generator from mirascope.openai import ( OpenAICall, OpenAICallParams, OpenAICallResponseChunk, OpenAIToolStream, ) def print_book(title: str, author: str, description: str):...