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Embedding Generator

$9.99

Generate and manage text embeddings without the overhead of a full ML framework. Supports batch processing across thousands of documents, local caching to avoid redundant API calls, and export to .npy, .jsonl, and CSV. Swap between OpenAI, Cohere, or local sentence-transformer endpoints in one config line.

What’s Included

✓ Python CLI tool for generating embeddings from text files or stdin
✓ Batch processing with configurable chunk size and rate limiting
✓ Local file-based cache (SQLite) — skip re-embedding unchanged content
✓ Export to .npy (NumPy), .jsonl, and CSV formats
✓ Provider abstraction: OpenAI, Cohere, or any compatible endpoint
✓ Deduplication using content hashing before API calls
✓ Cost estimation mode — count tokens before billing
✓ Example scripts, README, and MIT License

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🔒 Secure checkout via Stripe · Instant digital download · Python 3.10+ · MIT License