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stanfordnlp/dspy
Get Started
Learn DSPy
Learn DSPy
DSPy Programming
DSPy Programming
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DSPy Evaluation
Evaluation Overview
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DSPy Optimization
Optimization Overview
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Tutorials
Build AI Programs with DSPy
Build AI Programs with DSPy
Retrieval-Augmented Generation (RAG)
Building RAG as Agent
Entity Extraction
Classification
Multi-Hop RAG
Privacy-Conscious Delegation
Image Generation Prompt iteration
Optimize AI Programs with DSPy
Optimize AI Programs with DSPy
Math Reasoning
Classification Finetuning
Advanced Tool Use
Finetuning Agents
Tools, Development, and Deployment
Tools, Development, and Deployment
Use MCP in DSPy
Output Refinement
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Deployment
Debugging & Observability
DSPy in Production
Community
Community
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FAQ
FAQ
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API Reference
Adapters
Adapters
Adapter
ChatAdapter
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answer_exact_match
answer_passage_match
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Models
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Modules
BestOfN
ChainOfThought
ChainOfThoughtWithHint
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MultiChainComparison
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Program
ProgramOfThought
ReAct
Refine
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Optimizers
BetterTogether
BootstrapFewShot
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BootstrapRS
COPRO
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KNNFewShot
LabeledFewShot
MIPROv2
Primitives
Primitives
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Signatures
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Tools
ColBERTv2
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StatusMessageProvider
StreamListener
asyncify
disable_litellm_logging
disable_logging
enable_litellm_logging
enable_logging
inspect_history
load
streamify
Overview
Use MCP in DSPy
Output Refinement
Saving and Loading
Deployment
Debugging & Observability
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