dspy-haystack-integration
CommunityAutomate prompt optimization in Haystack pipelines.
AuthorOmidZamani
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill enables DSPy-driven prompt optimization within Haystack pipelines, reducing manual tuning and enabling data-driven improvements.
Core Features & Use Cases
- Haystack integration: Wrap a Haystack retriever into a DSPy module for end-to-end optimization.
- Custom metric: Combine semantic similarity with conciseness to guide improvements.
- End-to-end DSPy optimization: Use BootstrapFewShot to compile an optimized pipeline and prompts.
Quick Start
Build a Haystack pipeline, define a mixed_metric that blends semantic accuracy with conciseness, configure DSPy LM, then run BootstrapFewShot to obtain an optimized prompt and pipeline.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: dspy-haystack-integration Download link: https://github.com/OmidZamani/dspy-skills/archive/main.zip#dspy-haystack-integration Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.