zjunlp/OneKE
[WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.
Supports multiple information extraction tasks (NER, relation extraction, event extraction, triple extraction for knowledge graph construction) with schema-guided prompting and a collaborative multi-agent architecture. Integrates with various LLMs including DeepSeek, ChatGPT, LLaMA, and Qwen via both API and local deployment, with vLLM acceleration support. Features a user-configurable knowledge base with schema and case repositories, handles diverse data sources (web, PDFs, HTML), and provides both CLI and Gradio web UI interfaces.
167 stars. No commits in the last 6 months.
Stars
167
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18
Language
HTML
License
MIT
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Last pushed
Jul 28, 2025
Commits (30d)
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