About this product
NLP Pipeline is a managed API that combines the best open-source NLP models into a single, unified interface. Entity extraction, sentiment analysis, intent classification, summarisation, and keyword extraction — all from one endpoint.
Fine-tune on your own labelled data with no ML infrastructure. Models train in the background and are deployed automatically. Streaming responses for long documents.
Key features
Named entity recognition
Extract people, places, organisations, dates, and custom entity types.
Sentiment analysis
Sentence-level and document-level sentiment with fine-grained emotion detection.
Summarisation
Extractive and abstractive summaries. Configurable length and style.
40+ languages
Auto-detect language and process natively without translation overhead.
Intent classification
Route user messages to the right workflow. Train with as few as 20 examples per class.
Streaming API
Token-by-token streaming for real-time UIs processing long documents.
Specifications
Customer reviews
The fine-tuning pipeline is genuinely simple. We trained a custom industry NER model in a morning with no ML infra. 93% F1.
We classify 200K support messages a day through this API. The multilingual accuracy is the best we've tested.
Sentiment + entity extraction on Arabic news content is finally accurate. Previous solutions were terrible at Arabic.
Starting from
Vendor
9 products on Naslabs
8.2K
Users
91K
Deploys
99.95%
Uptime
