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DSPy
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DSPy (Stanford) is a declarative framework for programming language-model pipelines as composable modules with signatures, and for optimizing those pipelines with teleprompters against metrics. It treats prompt quality as an optimization problem rather than folklore. In an agentic OS, DSPy is valuable wherever you can define a metric (faithfulness, task success, latency budget) and want systematic improvement of extractors, routers, or proposal writers.
Research inventory
9 tags · 38 out · 39 in · 3 artifacts · 1 gaps · 21 corpus docs
Catalog tags
- landscape.layer
- Agentic
- landscape.subcategory
- Frameworks
- license_tag
- Open Source
- maps.dm
- absent
- maps.features
- 13
- one_liner
- Frameworks
- review.depth
- science
- slug
- dspy
- title
- DSPy
Artifacts
- dm_map · absent
- features_map · present · technologies/dspy/features.md
- readme · present · technologies/dspy/README.md
Out · alternative_to
- ag2technology
- agentscopetechnology
- agnotechnology
- atomic-agentstechnology
- autogentechnology
- autogpttechnology
- beeai-frameworktechnology
- cameltechnology
- crew-aitechnology
- google-adktechnology
- juleptechnology
- langchaintechnology
- langflowtechnology
- langgraphtechnology
- langroidtechnology
- mastratechnology
- metagpttechnology
- mirascopetechnology
- pydantic-aitechnology
- rigtechnology
- semantic-kerneltechnology
- smolagentstechnology
- strandstechnology
- voltagenttechnology
- voyagertechnology
Out · maps_to
- agent-building-platformfeature
- agent-lifecyclefeature
- caas-platformfeature
- learning-adaptationfeature
- multi-agent-collaborationfeature
- os-agent-infrastructurefeature
- os-ai-workforcefeature
- r2-01-architecturefeature
- r2-02-assistant-expertfeature
- r2-33-skill-registryfeature
- single-purpose-agentfeature
- wt-authoringfeature
- wt-intelligencefeature
In · alternative_to
- ag2technology
- agentscopetechnology
- agnotechnology
- atomic-agentstechnology
- autogentechnology
- autogpttechnology
- beeai-frameworktechnology
- cameltechnology
- crew-aitechnology
- google-adktechnology
- juleptechnology
- langchaintechnology
- langflowtechnology
- langgraphtechnology
- langroidtechnology
- mastratechnology
- metagpttechnology
- mirascopetechnology
- pydantic-aitechnology
- rigtechnology
- semantic-kerneltechnology
- smolagentstechnology
- strandstechnology
- voltagenttechnology
- voyagertechnology
In · in_stack
- agentic-frameworksstack · alternative_slot
In · maps_to
- agent-building-platformfeature
- agent-lifecyclefeature
- caas-platformfeature
- learning-adaptationfeature
- multi-agent-collaborationfeature
- os-agent-infrastructurefeature
- os-ai-workforcefeature
- r2-01-architecturefeature
- r2-02-assistant-expertfeature
- r2-33-skill-registryfeature
- single-purpose-agentfeature
- wt-authoringfeature
- wt-intelligencefeature
Corpus tags
- category
- Agentic → Frameworks
- dedication
- open-source
- feature
- agent-building-platformagent-lifecyclecaas-platformlearning-adaptationmulti-agent-collaborationos-agent-infrastructureos-ai-workforcer2-01-architecturer2-02-assistant-expertr2-33-skill-registrysingle-purpose-agentwt-authoringwt-intelligence
- kind
- map_edgetech_featurestech_quotetech_readme
- needs_deepen
- false
- quality
- ok
- slug
- dspy
- source_id
- arxiv-2310-03714dspy-githublanggraph-vs-dspy-2607
- technology
- dspy
Corpus documents (21)
map_edge · 13
- dspy → agent-building-platform
- dspy → agent-lifecycle
- dspy → caas-platform
- dspy → learning-adaptation
- dspy → multi-agent-collaboration
- dspy → os-agent-infrastructure
- dspy → os-ai-workforce
- dspy → r2-01-architecture
- … +5 more
tech_features · 1
- DSPy · features
tech_quote · 6
- DSPy · arxiv-2310-03714
- DSPy · arxiv-2310-03714
- DSPy · arxiv-2310-03714
- DSPy · dspy-github
- DSPy · langgraph-vs-dspy-2607
- DSPy · langgraph-vs-dspy-2607
tech_readme · 1
- DSPy