--- title: "Deep Dive into DSPy: Programming, Not Prompting, Foundation Models" url: https://daily.dev/posts/deep-dive-into-dspy-programming-not-prompting-foundation-models-oc9ddrqnc source_url: https://blog.gopenai.com/deep-dive-into-dspy-programming-not-prompting-foundation-models-85d2ddd0215f type: article source: "GoPenAI" published: 2024-05-15T11:21:55.412Z updated: 2024-05-15T11:21:54.834Z tags: ["ai", "nlp"] reading_time: 3 upvotes: 1 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Deep Dive into DSPy: Programming, Not Prompting, Foundation Models **[GoPenAI](https://daily.dev/sources/gopenai)** · 3 min read · 1 upvotes · 0 comments ## Summary DSPy is a framework that allows developers to program large language models (LLMs) using modules and signatures. It provides benefits such as modular design, improved debugging, and explainability. DSPy has real-world applications in building chatbots, enhancing question answering systems, and automating content creation. The future of DSPy includes integration with existing NLP tools, support for more LLM architectures, and advanced optimization techniques. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 0 upvotes · 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments - [CNCF Unveils Schedule for KubeCon \+ CloudNativeCon Europe 2026](https://daily.dev/posts/cncf-unveils-schedule-for-kubecon-cloudnativecon-europe-2026-ikhcoa5cb) · CNCF · 2 upvotes · 0 comments - [CNCF Debuts KubeCon \+ CloudNativeCon Japan 2026 Schedule](https://daily.dev/posts/cncf-debuts-kubecon-cloudnativecon-japan-2026-schedule-xp5pyudub) · CNCF · 1 upvotes · 0 comments --- Tags: [#ai](https://daily.dev/tags/ai), [#nlp](https://daily.dev/tags/nlp) [View this post on daily.dev](https://daily.dev/posts/deep-dive-into-dspy-programming-not-prompting-foundation-models-oc9ddrqnc)