dspy

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Teleprompters with Retrieve

2

Hi, I am using retriever_model = ChromadbRM( collection_name='onkopedia_en', persist_directory='./chroma_db', openai_embed_model=DEFAULT_EMBED_MODEL, k=top_k ) and wanted to use from dspy.teleprompt import BootstrapFewShot teleprompter = BootstrapFewShot(metric=MetricWrapper, max_bootstrapped_demos=1, max_rounds=1) compiled_rag = teleprompter.compile(rag, trainset=trainset) But...

Dyke-F

AttributeError: 'dict' object has no attribute 'augmented' error on multihop_finetune.ipynb notebook

10

Hi @okhat , Thanks for the nice framework! I am trying to get familiar with the framework by running some easy-to-run notebooks. I tried the https://github.com/stanfordnlp/dspy/blob/main/examples/qa/hotpot/multihop_finetune.ipynb notebook on Google colab...

arian-askari

'NoneType' object is not iterable, "Local Models & Custom Datasets" notebook

2

Hi, Thanks for the nice framework! I tried to use it for the first time and get familiar with it in practice. I used the [Local Models & Custom Datasets](https://github.com/stanfordnlp/dspy/blob/main/skycamp2023.ipynb)...

arian-askari

List index out of range error after passing long text in input fields

7

I am using question->answer signature and trying to generate output fields by passing inputs text in input fields. And trying to use chainofthought to generate response. But it's working fine...

aparnajore

Bug: `AttributeError: 'NoneType' object has no attribute 'clear'`

1

I got this simple code: ```python question = "What is the capital of Japan?" rag_with_assertions(question=question) ``` which throws this error `AttributeError: 'NoneType' object has no attribute 'clear'` because of this...

younes-io

### Issue turns out the llms can vote to autonomously decide their optimisations ! - see here for a recent literature + concept review : https://arxiv.org/html/2402.01766v1 ### Solution - produce...

Josephrp

Add 🤗Hugs Adapter (various useful huggingface adapters for specialized models)

16

### Issue llm based "1-5" prompts suffer from numerous biases like confirmation bias. ### Solution Identify hosted endpoints on huggingface for specialized models that are more appropriate for dspy specific...

Josephrp

ReAct doesn't filter LLM response to match template

1

I'm testing some ReAct agents in a text-adventure game environment and running into an issue where the model will begin to hallucinate an observation when it is prompted for an...

caenopy

Elastic Search retriever module integration

11

A retriever module for Elastic Search build during the course of NLU - xCSS224U - Spring 2024. It returns top k document passage sorted based on standard elastic search -...

pmenkidoo

ci(dspy): Add Ruff linting workflow

1

Makes CI better: 1. Caches poetry installation 2. Caches python install dependencies 3. Auto commit style fixes (That commit wont be tested, but the tests get run post-lint, so if...

isaacbmiller