ScriptAI Infrastructurev1.0

CSV to Embeddings

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

Converts CSV data into vector embeddings with configurable column selection, text template formatting, and metadata extraction. Outputs to popular vector stores or file formats with chunking support for large CSV files that exceed memory limits.

https://aaas.blog/script/csv-to-embeddings ↗

C+

C+—Average

Adoption: BQuality: B+Freshness: B+Citations: CEngagement: F

Specifications

License: MIT
Pricing: open-source
Capabilities: csv-parsing, template-formatting, embedding-generation, metadata-extraction, vector-store-output
Integrations: pandas, openai, pinecone-client, tiktoken
Use Cases: product-catalog-indexing, faq-indexing, crm-data-search, tabular-data-retrieval
API Available: No
Language: python
Dependencies: pandas, openai, pinecone-client, tiktoken, tqdm
Environment: Python 3.11+
Est. Runtime: 2-20 minutes depending on CSV size
Tags: script, automation, csv, embeddings, conversion
Added: 2026-03-17
Completeness: 100%

Index Score

50.8

Adoption

Quality

Freshness

Citations

Engagement

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