Chen Qian

Fix #8355

We've been using custom modules everywhere in the doc, but we don't have a dedicated doc to walk through users how to write a custom module. This lightweight tutorial covers...

We are missing a few hooks, this PR adds them to the doc: https://dspy.ai/tutorials/observability/#building-a-custom-logging-solution

To have more explicit prompt for users on different cases of invalid LM setup. Specifically, we prompt users to wrap the string by dspy.LM when they use string as the...

Unclosed Div warning

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Hi team, I am seeing a few warnings similar to below: ``` [WARNING] Div at /tmp/tmpno_7m2er line 3 column 1 unclosed at /tmp/tmpno_7m2er line 19 column 1, closing implicitly. ```...

[WIP] React use `dspy.ToolCalls`

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Refactor dspy.ReAct to use the dspy.ToolCalls for consistency. We are keeping the behavior that when JSONAdapter is used with ToolCalls, we direct it to the ChatAdapter for good quality, because...

Hi community, We would like to get your help in adding MCP guides for real-world use cases. Although we have the [MCP guide](https://dspy.ai/learn/programming/mcp/), it's often brought up that people feel...

Allow DSPy to use the native reasoning from models

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This is a followup work of #8764. This problem is harder than it looks like because: - We need to have ChainOfThought work for both reasoning model and non-reasoning model....

[Help wanted] Add docstring to public APIs

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Hi all, We would like to get your help on adding docstrings to our public APIs. The general rule is every public API should have proper docstrings unless the API...

Add prompt model config to the prompt registry UI

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&#x1F6E0 DevTools &#x1F6E0 [](https://codespaces.new/chenmoneygithub/mlflow/pull/19279?quickstart=1) #### Install mlflow from this PR ``` # mlflow pip install git+https://github.com/mlflow/mlflow.git@refs/pull/19279/merge # mlflow-skinny pip install git+https://github.com/mlflow/mlflow.git@refs/pull/19279/merge#subdirectory=libs/skinny ``` For Databricks, use the following...