Prompt Engineering

Makes the prompt an artifact you can diff and test.

• DSPylibraryDeclarative prompting that compiles to optimized programs from examples.dspy.aiMore about DSPy in this index
• InstructorlibrarySchema-constrained extraction with automatic validation and retry.python.useinstructor.comMore about Instructor in this index
• HumanloopplatformPrompt versioning and evaluation for production teams.humanloop.comMore about Humanloop in this index
• GuidancelibraryConstrained generation by interleaving control flow and model output.guidance.mit.eduMore about Guidance in this index
• PromptLayerplatformPrompt registry with request logging and regression testing.promptlayer.comMore about PromptLayer in this index
• AgentaplatformOpen-source prompt management with a playground and versioning.agenta.aiMore about Agenta in this index
• PromptwatchplatformPrompt regression tests and side-by-side comparison.promptwatch.comMore about Promptwatch in this index
• TextGradlibraryAutomatic prompt optimisation via textual feedback loops.github.comMore about TextGrad in this index
• OutlineslibraryConstrained generation that masks the token space to valid output.dottxt-ai.github.ioMore about Outlines in this index