Multilingual NLP Analysis API

Multilingual NLP Analysis API is a free AI financial sentiment analysis tool that works across Hebrew, Arabic, and English. You paste any financial text, such as earnings reports, news headlines, or market commentary, and it returns a BUY, SELL, or HOLD trading signal with a confidence breakdown. Alongside the sentiment rating, the tool extracts key terms and named entities, detecting people, places, and organizations, and produces a short extractive summary of the input text. You can optionally add a stock ticker to focus the analysis. Built on FinBERT-style financial NLP with named-entity recognition, it is aimed specifically at Israeli and MENA markets where English-only sentiment tools fall short on Hebrew and Arabic content. The tool is open source and hosted as a Hugging Face Space, so it is freely accessible, though as a hosted demo Space it may sleep due to inactivity and need to be restarted before use. It suits analysts, traders, and researchers who work with multilingual financial text and want a quick directional read plus entity extraction without building their own model. Because it is a community-hosted Space rather than a production API service, availability and throughput are not guaranteed.

Analysts and traders use it to get BUY/SELL/HOLD sentiment and entity extraction from Hebrew, Arabic and English financial text.