ScriptAI Infrastructurev1.0

Basic RAG Pipeline

by AaaS · open-source · Last verified 2026-03-01

Minimal RAG pipeline script for getting started with retrieval-augmented generation. Sets up document loading, text splitting, embedding generation, and vector store indexing with a simple query interface for prototyping and learning.

https://aaas.blog/script/rag-pipeline-basic ↗

B—Above Average

Adoption: B+Quality: B+Freshness: ACitations: BEngagement: F

Specifications

License: MIT
Pricing: open-source
Capabilities: document-loading, text-splitting, embedding-generation, vector-indexing, query-interface
Integrations: langchain, chromadb, openai
Use Cases: rag-prototyping, learning-rag, quick-demo, document-qa-mvp
API Available: No
Language: python
Dependencies: langchain, chromadb, openai, tiktoken, pypdf
Environment: Python 3.11+
Est. Runtime: 2-5 minutes depending on document count
Tags: script, automation, rag, pipeline, beginner
Added: 2026-03-17
Completeness: 100%

Index Score

61.5

Adoption

Quality

Freshness

Citations

Engagement

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