{"slug": "ne-agent-bringing-agentic-ai-to-northeast-indias-low-resource-languages", "title": "NE-Agent: Bringing Agentic AI to Northeast India’s Low-Resource Languages", "summary": "Badal Nyalang's NE-Agent, presented at AACL-IJCNLP 2026 in Hengqin, China (pages 25–32), is described as the first publicly available agentic AI system built on indigenous Northeast Indian language infrastructure, covering a region with over 220 indigenous languages. The terminal-based system integrates NE-Stack components — language identification across 11 languages (NE-LID), a LaBSE-based multilingual retrieval model (NE-Embed) fine-tuned for 10 Northeast Indian languages, Khasi-to-English translation via a fine-tuned NLLB, speech transcription across eight languages (NE-ASR), and generation through a locally hosted open-source LLM — with a lightweight LLM-based tool router dispatching queries to retrieval, translation or transcription tools. NE-Agent is open-source, installable via pip install ne-agent, ships with a multilingual corpus spanning four languages, and requires no API keys or cloud infrastructure.", "body_md": "##### Abstract\n\nNortheast India is home to over 220 indigenous languages, yet none are served by existing agentic AI systems. NE-Agent addresses this gap: a terminal-based agentic system that integrates the NE-Stack, a suite of purpose-built language AI components for Northeast India, into a unified conversational pipeline that dynamically selects between retrieval, translation, and transcription tools based on the user’s query. The system combines language identification across 11 languages (NE-LID), multilingual dense retrieval (NE-Embed, a LaBSE-based model fine-tuned for 10 Northeast Indian languages), Khasi-to-English translation (fine-tuned NLLB), speech transcription across eight languages (NE-ASR), and generation via a locally-hosted open-source LLM, requiring no API keys or cloud infrastructure. A lightweight LLM-based tool router dispatches each query to the appropriate tool, distinguishing NE-Agent from purely retrieval-augmented systems. NE-Agent is open-source, pip-installable (pip install ne-agent), and ships with a multilingual corpus spanning four languages. To our knowledge, it is the first publicly available agentic system built on indigenous Northeast Indian language AI infrastructure: https://github.com/MWirelabs/ne-agent.\n- Anthology ID:\n- 2026.aacl-demo.4\n- Volume:\n- [Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics: System Demonstrations](https://aclanthology.org/volumes/2026.aacl-demo/)\n- Month:\n- November\n- Year:\n- 2026\n- Address:\n- Hengqin, China\n- Editors:\n- [Ningyu Zhang](https://aclanthology.org/people/ningyu-zhang/) ,[Derry Wijaya](https://aclanthology.org/people/derry-tanti-wijaya/)\n- Venues:\n- [AACL](https://aclanthology.org/venues/aacl/) |[IJCNLP](https://aclanthology.org/venues/ijcnlp/)\n- SIG:\n- Publisher:\n- Association for Computational Linguistics\n- Note:\n- Pages:\n- 25–32\n- Language:\n- URL:\n- [https://aclanthology.org/2026.aacl-demo.4/](https://aclanthology.org/2026.aacl-demo.4/)\n- DOI:\n- Cite (ACL):\n- Badal Nyalang. 2026. [NE-Agent: Bringing Agentic AI to Northeast India’s Low-Resource Languages](https://aclanthology.org/2026.aacl-demo.4/) . In*Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics: System Demonstrations* , pages 25–32, Hengqin, China. Association for Computational Linguistics.\n- Cite (Informal):\n- [NE-Agent: Bringing Agentic AI to Northeast India’s Low-Resource Languages](https://aclanthology.org/2026.aacl-demo.4/) (Nyalang, AACL-IJCNLP 2026)\n- PDF:\n- [https://aclanthology.org/2026.aacl-demo.4.pdf](https://aclanthology.org/2026.aacl-demo.4.pdf)", "url": "https://wpnews.pro/news/ne-agent-bringing-agentic-ai-to-northeast-indias-low-resource-languages", "canonical_source": "https://aclanthology.org/2026.aacl-demo.4/", "published_at": "2026-11-02 00:00:00+00:00", "updated_at": "2026-11-05 02:19:54.840920+00:00", "lang": "en", "topics": ["ai-agents", "natural-language-processing", "large-language-models", "ai-research", "ai-tools"], "entities": ["NE-Agent", "Badal Nyalang", "NE-Stack", "NE-LID", "NE-Embed", "NE-ASR", "Association for Computational Linguistics", "AACL-IJCNLP 2026"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/ne-agent-bringing-agentic-ai-to-northeast-indias-low-resource-languages", "markdown": "https://wpnews.pro/news/ne-agent-bringing-agentic-ai-to-northeast-indias-low-resource-languages.md", "text": "https://wpnews.pro/news/ne-agent-bringing-agentic-ai-to-northeast-indias-low-resource-languages.txt", "jsonld": "https://wpnews.pro/news/ne-agent-bringing-agentic-ai-to-northeast-indias-low-resource-languages.jsonld"}}