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Collection of skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically.

14plugins
0skills
OmidZamani

dspy-rag-pipeline

Build RAG pipelines with retrieval-augmented generation using ColBERTv2 and DSPy optimization

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dspy-bootstrap-fewshot

Auto-generate few-shot demonstrations using teacher models for quick DSPy optimization with 10-50 examples

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dspy-evaluation-suite

Test and measure DSPy program quality with built-in and custom evaluation metrics

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dspy-finetune-bootstrap

Distill DSPy programs into fine-tuned model weights for production deployment and cost reduction

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dspy-gepa-reflective

Optimize complex agents and agentic systems using LLM reflection on execution trajectories

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dspy-haystack-integration

Integrate DSPy optimization into existing Haystack pipelines for automatic prompt improvement

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dspy-miprov2-optimizer

State-of-the-art Bayesian optimization for DSPy programs with 200+ examples using joint instruction and demo tuning

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dspy-signature-designer

Design type-safe input/output specifications for DSPy modules with Pydantic support and advanced type hints

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dspy-react-agent-builder

Build production ReAct agents with tool integration, GEPA optimization, and error handling for multi-step reasoning tasks

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dspy-debugging-observability

Debug and monitor DSPy programs with MLflow tracing, custom callbacks, and production cost/latency tracking

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dspy-output-refinement-constraints

Improve output quality with iterative refinement and constraint validation using dspy.Refine and dspy.BestofN

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dspy-simba-optimizer

Alternative Bayesian optimizer with mini-batch statistical optimization for custom feedback scenarios and agentic tasks

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dspy-advanced-module-composition

Compose complex pipelines with ensemble voting, multi-chain comparison, and sequential/parallel module patterns

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dspy-custom-module-design

Design production-quality custom DSPy modules with proper architecture, state management, and serialization patterns

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No verified skills in this plugin.