dspy

dspy copied to clipboard

ReAct doesn't return actions executed

1

It would be nice to have ReAct returning the actions in the response, to know which tools were used to generate the answer. As now, ReAct only returns the observations,...

luonist

Tips for long-form generation (getting around max_tokens error)

4

Hi, I'm using DSPy for structured information from chunks of large documents. Often, I run into a max_tokens error while using gemini-1.5-pro which has a max_output_token limit of 8,192 tokens....

sarora-roivant

Litellm integration

3

hmoazam

MIPROv2 - Support for -> None in __init__ Method Signature

4

The current regex pattern used to extract the __init__ method content doesn't account for return type annotations, specifically -> None. This causes an error when processing classes with annotated __init__...

williambrach

I feel like at times, DSPy programming can feel a little difficult since the programming model used for this style of LM programming is unfamiliar to software engineers, and that...

peteryongzhong

Add MultiOpenAIVectorizer to allow general openai api format embeddings to be used for DSPY RM

6

With LiteLLM proxy, the embedding model that LiteLLM supported can be used in DSPY

hawktang

DSPY Copro Tutorial for Hotpot QA doesn't work with Bedrock Claude Sonnet Model

16

I word for word copied the tutorial for using DSPY Copro to optimize the hotpot example on the dspy website, but it didn't work. ``` from dsp import AWSAnthropic import...

suesther

What are some key things to remember while designing a metric?

3

So I wanted to know if you guys can provide any resources on best practices around metrics for DSPy. The LLM program I am optimizing generated Python code. So I...

ArslanS1997

MiproV2 prompt and task model are not using the global setting

1

According to the comment if users are not specifying `prompt_model` and `task_model`, the globally configured LM will be used. However, it seems not being the case while executing the code:...

chenmoneygithub

juniusxu