dspy

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Cookbook for DSPy with multimodal support

7

Are there any examples that support local multimodal large models? Including data format, model loading method

Ranking666

Add warning if max_tokens is too short?

8

```python3 import dspy from dspy.evaluate import Evaluate from dspy.teleprompt import BootstrapFewShot, BootstrapFewShotWithRandomSearch llm = dspy.LM("gemini/gemini-1.5-pro", max_tokens=20) dspy.configure(lm=llm) class BasicQA(dspy.Signature): """Answer questions with short factoid answers.""" question = dspy.InputField() answer =...

vballoli

Tree-of-thoughts and Graph-of-thoughts

2

DSPy is very powerful and has helped me a lot in my work. Currently, the DSPy library only has chain of thought. Perhaps it could be possible to implement tree...

XxxAtlantis

Docs feat request: Modules, Optimizers, LMs, RMs should have links back to the source code somewhere on the page

3

This is an opinion, but it would be great if the different signatures had links back to source code. E.g. https://dspy-docs.vercel.app/deep-dive/modules/react/ should link back to https://github.com/stanfordnlp/dspy/blob/main/dspy/predict/react.py

isaacbmiller

In some rare cases, some of the fields of a DSPy signature might have name conflicts with reserved attributes we use internally for signatures. For example, the following signature will...

Shangyint

`# Step 1: Import necessary libraries and modules import dspy from dspy.teleprompt import BootstrapFewShot from dspy.evaluate.evaluate import Evaluate from sklearn.model_selection import train_test_split import pandas as pd import random import weave...

bdytx5

Seems from the latest release when we use `dspy.utils`, it's actually referring to module `dspy.signatures.utils` instead of `dspy.utils`, this is a bit confusing. Repro: ``` >>> import dspy >>> dspy.utils...

serena-ruan

If we define `ChainOfThought("question -> answer")`, the default `signature.instructions` does not get updated when the CoT module does `signature.prepend("reasoning", …)`, resulting in the following instruction in the system message “Given...

Shangyint

Preserving Tracebacks

4

There are a few places where getting to root errors is difficult because of the retry attempts and how errors are being preserved. I noticed for example that it was...

dgonier

Labels: `documentation` ### Description The link to CONTRIBUTING.md in the README is broken since version 2.5.0, where the file was removed. This prevents new contributors from accessing contribution guidelines. ###...

sushmanthreddy