NE-Agent
Open-source AI agent for Northeast Indian languages. Built on the NE-Stack by MWire Labs, Shillong.
Quickstart
pip install ne-agent
Install Ollama and pull a model:
ollama pull qwen2.5:1.5b
ollama serve
Then run:
ne-agent
What is NE-Agent?
NE-Agent is a terminal-based agentic assistant that speaks Northeast India's indigenous languages. It automatically detects the input language, then routes each query to the right tool — retrieval-augmented search, Khasi-English translation, or speech transcription — and generates responses, all running locally with no API keys required.
Powered by NE-Stack
| Component | Role | Model |
|---|---|---|
| NE-LID | Language identification | fastText, 11 languages, 99.09% accuracy |
| Tool Router | Dynamic tool selection | qwen2.5:1.5b (search / translate / transcribe) |
| NE-Embed | Multilingual embeddings | LaBSE fine-tuned, 768-dim |
| FAISS | Vector retrieval | IndexFlatIP, cosine similarity |
| NLLB (Khasi) | Khasi-English translation | Fine-tuned NLLB |
| NE-ASR | Speech transcription | Whisper-medium, 8 languages |
| Ollama | Local LLM | qwen2.5:1.5b (default) |
Supported Languages
Assamese · Khasi · Garo · Mizo · Meitei · Bodo · Kokborok · Nyishi · Nagamese · English
Translation currently supports Khasi. Transcription supports Khasi, Garo, Mizo, Nagamese, Kokborok, Assamese, Chakma, and Wancho.
Bring Your Own Corpus
The default corpus ships 500 monolingual sentences each for Assamese, Khasi, Mizo, and Garo. To use your own documents, replace the txt files in ne_agent/data/ with your own — one sentence per line.
Requirements
- Python 3.9+
- Ollama with
qwen2.5:1.5bpulled - GPU recommended for translation/transcription tools; search works on CPU
Links
- PyPI: pypi.org/project/ne-agent
- NE-Embed: huggingface.co/MWirelabs/ne-embed
- NE-LID: huggingface.co/MWirelabs/ne-lid
- NE-ASR: huggingface.co/MWirelabs/ne-asr
- MWire Labs: mwirelabs.com
License
CC-BY-4.0 — MWire Labs, Shillong, Meghalaya.
1 maintainer
Metadata
1 maintainer
Release files for ne-agent 0.2.3
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Total release size: 191.5 kB
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