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Haystack pipeline

Skill a5c-ai/babysitter/library/specializations/ai-agents-conversational/skills/haystack-pipeline

Haystack NLP pipeline configuration for document processing and QAFrom its SKILL.md

Install
npx -y skills add a5c-ai/babysitter --skill haystack-pipeline

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

1.5 KB, 221 tokens by cl100k_base, as published. Nobody here has run it

Haystack Pipeline Skill

Capabilities

  • Configure Haystack pipeline components
  • Set up document stores and retrievers
  • Implement reader/generator models
  • Design custom pipeline graphs
  • Configure preprocessing pipelines
  • Implement evaluation pipelines

Target Processes

  • rag-pipeline-implementation
  • intent-classification-system

Implementation Details

Core Components

  1. DocumentStores: Elasticsearch, Weaviate, FAISS, etc.
  2. Retrievers: BM25, Dense, Hybrid
  3. Readers/Generators: Extractive and generative QA
  4. Preprocessors: Document cleaning and splitting

Pipeline Types

  • Retrieval pipelines
  • RAG pipelines
  • Evaluation pipelines
  • Indexing pipelines

Configuration Options

  • Component selection
  • Pipeline graph design
  • Document store backend
  • Model selection
  • Preprocessing settings

Best Practices

  • Modular pipeline design
  • Proper preprocessing
  • Evaluation integration
  • Component versioning

Dependencies

  • haystack-ai
  • farm-haystack (legacy)

What ships with it: 1 file

508 B alongside SKILL.md

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Skills are one crate of 326,059. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.