haystack-pipeline

From babysitter

411

Description

Haystack NLP pipeline configuration for document processing and QA

AI Summary

Configures Haystack NLP pipelines for document processing and question-answering systems.

Install

Run in your terminal

npx claudepluginhub a5c-ai/babysitter

Tool Access

This skill is limited to using the following tools:

ReadWriteEditBashGlobGrep

Supporting Assets

View in Repository

README.md

Skill Content

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

DocumentStores: Elasticsearch, Weaviate, FAISS, etc.
Retrievers: BM25, Dense, Hybrid
Readers/Generators: Extractive and generative QA
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)

Links

GitHub Stats

21 forks

Updated 1 month ago

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