neostrange/text2graphs
A Python framework for automating domain-agnostic and domain-specific Knowledge Graphs from unstructured text. Integrates NLP and Neo4j for entity extraction, relationship mapping, and semantic enrichment. Ideal for text mining and analytics, with support for temporal and event tagging.
This project helps domain experts and researchers automatically build organized knowledge bases from large amounts of unstructured text documents. It takes raw text, identifies key entities and relationships, and then structures this information into a connected network (a knowledge graph). The result is a searchable and analyzable graph database that reveals patterns, events, and temporal connections within your textual data.
No commits in the last 6 months.
Use this if you need to transform a collection of text documents into a structured, queryable knowledge graph to uncover insights, understand relationships, or track events and their timings.
Not ideal if you're looking for a simple text summarization tool or if you don't require deep semantic analysis and graph-based data representation.
Stars
26
Forks
3
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Jul 24, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/neostrange/text2graphs"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
hyperquest-hq/hyperbase
A foundational library for Semantic Hypergraphs
smilelight/lightKG
基于Pytorch和torchtext的知识图谱深度学习框架。
KRLabsOrg/rulechef
Learn rule-based models from examples using LLM-powered synthesis. Replace expensive LLM calls...
qq547276542/Agriculture_KnowledgeGraph
农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策
totogo/awesome-knowledge-graph
A curated list of Knowledge Graph related learning materials, databases, tools and other resources