dspy

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# Context ℹ️ 💁🏼‍♂️ I have a VectorDB with `Chroma` using OpenAI's Embeddings and created a `retriever_model` in `dspy`: ```python from dspy.retrieve.chromadb_rm import ChromadbRM retriever_model = ChromadbRM(collection_name=COLLECTION_NAME, persist_directory=MY_PATH) ``` The...

pedrurrego

Fixing bugs mentioned here where `n` and `max_tokens` throw errors when passed as `kwargs`: https://github.com/stanfordnlp/dspy/issues/365

JamesScharf

Allow to set LM and RM per module on constructors and forward func

2

This PR allows to set LM and RM per module on their constructors or dynamically when calling them. Note that I removed the `query_only=True` parameter on the existent `with dsp.settings.context`...

neoxelox

Create Google LM

1

Followed the Cohere LM template. It doesn't look like you can sample multiple generations in one call to the API (linked the Google API docs I'm following in the code)....

CShorten

Refactored ChromadbRM to use generic EmbeddingFunction

4

I've updated the ChromadbRM retriever to be more flexible and fix a bug: - **Flexibility with Embeddings**: Removed the direct dependency on OpenAI, allowing for the use of various embedding...

nerlfield

fixes _get_embeddings for ChromaDB

1

As described in #389 _get_embeddings is throwing an error when called via retriever(query): _TypeError: Embeddings.create() got an unexpected keyword argument 'engine'._ This is a result of the unnecessary usage of...

lukaskuhn-lku

Added support for variable sized output vectors via Nomic Embed v1.5

4

Added support for Nomic Embed v1.5: https://blog.nomic.ai/posts/nomic-embed-matryoshka This let's you specify a vectorizer that will generate much smaller but still performant embeddings for local use.

AndriyMulyar

Optimization dry runs

9

This may need to be done on a per-optimizer basis but it may be good to think of a dev UX that involves showing an estimation upfront of the number...

okhat

cant use any model

2

For the models in the intro.ipynb I get: AttributeError: module 'dspy' has no attribute 'OpenAI'

yxs8495

Any use case of `dspy.ReAct` ?

1

i've just made a quick walkthrough with ReAct module in dspy, however, it seems like it is not well-documented, could anyone provide me an example of creating a react flow...

pavaris-pm