Utshav-paudel/Text2Knowledgegraph_funnel
Converting unstructured text to knowledge graph using spacy LLM and ne04j.
This helps data engineers, researchers, or anyone working with large volumes of text turn unstructured documents into a structured knowledge graph. You provide raw text data, and it guides you through extracting key entities and their relationships. The output is a Neo4j Cypher query, which you can use to build a graph database for applications like enhanced search systems or powerful RAG (Retrieval Augmented Generation) retrievers.
No commits in the last 6 months.
Use this if you need a systematic way to convert free-form text into a structured, interconnected graph format to improve data retrieval and understanding.
Not ideal if you're looking for a fully automated, one-click solution without any manual steps or if you don't plan to use a graph database like Neo4j.
Stars
17
Forks
2
Language
Jupyter Notebook
License
—
Category
Last pushed
Feb 01, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/rag/Utshav-paudel/Text2Knowledgegraph_funnel"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
neo4j/neo4j-graphrag-python
Neo4j GraphRAG for Python
microsoft/graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
Hawksight-AI/semantica
Semantica 🧠— A framework for building semantic layers, context graphs, and decision...
FalkorDB/GraphRAG-SDK
Build fast and accurate GenAI apps with GraphRAG SDK at scale.
getzep/graphiti
Build Real-Time Knowledge Graphs for AI Agents