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DSPy: artificial intelligence features and setup
A framework for programming language models, rather than relying only on manual prompting.
Tool by the Otomatzia editorial team · source content checked on
Overview
DSPy is designed for developers who want to build programs around a language model using modules and tests, instead of managing long prompts manually. You define steps, measure results, and improve the setup. It is a research and development tool, not a ready-made product for content editors. Before using it in a business, keep a fixed test set and make sure that an improvement in the metric does not harm edge cases in Hebrew.
Features
- Programming modules around language models
- Measuring and improving pipelines instead of a single prompt
- A code framework for developers, not a visual editor
Business uses
- Building a retrieval and answer pipeline with a clear metric
- Comparing different pipelines on the same internal questions
Getting started
- Run a short official example with a test model.
- Define one metric and a small set of examples.
- Change one module and check that no edge case breaks.
What to check
- A development team is required; this is not a ready-made business interface.
- Automatic optimization may overfit to the training set.
Sources to check next
Vendor features and prices change. Confirm details on the linked official pages before you rely on them.