DSPy
- DSPY: COMPILING DECLARATIVE LANGUAGE MODEL CALLS INTO SELF-IMPROVING PIPELINES (opens in a new tab)
- Prompt Engineering is Dead; Build LLM Applications with DSPy Framework (opens in a new tab)
- Prompt Like a Pro Using DSPy: A Guide to Build a Better Local RAG Model using DSPy, Qdrant, and Ollama (opens in a new tab)
- towardsai (opens in a new tab)
- Sachin Khandewal (opens in a new tab)
- github repo, AI articles, DSPy examples
- linkedin (opens in a new tab)
- No Such Thing as a General Learner: Language models and their dual optimization (opens in a new tab)
- In-Context Learning with Long-Context Models: An In-Depth Exploration (opens in a new tab)
- Omar Khattab. Incoming asst professor @MIT EECS, Fall 2025. CS PhD candidate @StanfordNLP . Research Scientist @Databricks @DbrxMosaicAI . Author of http://ColBERT.ai & http://DSPy.ai. (opens in a new tab)
- DSPy program combines in-context learning and retrieval to set SOTA on BioDEX (~35% Recall@10), using ~100 samples. (opens in a new tab)
- Krista Opsahl-Ong. CS PhD student @Stanford @StanfordAILab || Prev @Google @Microsoft (opens in a new tab)
- DSPy (opens in a new tab)
- dspy github (opens in a new tab)
- docs/intro (opens in a new tab)
- Use cases (opens in a new tab)
- Integrations (opens in a new tab)
- A Few Papers Using DSPy (opens in a new tab)
- A Few Repositories (or other OSS examples) using DSPy (opens in a new tab)
- A Few Blogs & Videos on using DSPy (opens in a new tab)
Videos
- Omar Khattab, DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines (opens in a new tab)
- DSPy and ColBERT with Omar Khattab! - Weaviate Podcast #85 (opens in a new tab)
- MIPRO and DSPy with Krista Opsahl-Ong! - Weaviate Podcast #103 (opens in a new tab)
- Harrison Chase: Optimization of LLM Systems with DSPy and LangChain/LangSmith (opens in a new tab)