Chat2Graph is an open-source AI agent built on TuGraph that enables users to interact with graph databases using plain English. By leveraging advanced LLMs, it converts user prompts into optimized Cypher/PGQL queries, executes them against TuGraph, and presents structured results. It simplifies graph analytics workflows and allows real-time data exploration without requiring extensive query language expertise.
AI Platforms & Frameworks
Data Analysis
Research
#graph exploration
#Natural Language Queries
#Real-Time Data Analysis
#schema discovery
#Data Visualization
#User-friendly interface
#graph database integration
#customizable templates
#No Coding Required
#social network analysis
#Recommendation Systems
#knowledge graphs
#Python integration
#Rapid Prototyping
#efficiency for developers
#Query Optimization
#interactive chat
#data results
#Prompt Engineering
#TuGraph interface
...
Promote this Tool
Update this Tool
Chat2Graph
Chat2Graph is an open-source AI agent built on TuGraph that enables users to interact with graph databases using plain English. By leveraging advanced LLMs, it converts user prompts into optimized Cypher/PGQL queries, executes them against TuGraph, and presents structured results. It simplifies graph analytics workflows and allows real-time data exploration without requiring extensive query language expertise.
AI Platforms & Frameworks
Data Analysis
Research
#graph exploration
#Natural Language Queries
#Real-Time Data Analysis
#schema discovery
#Data Visualization
#User-friendly interface
#graph database integration
#customizable templates
#No Coding Required
#social network analysis
#Recommendation Systems
#knowledge graphs
#Python integration
#Rapid Prototyping
#efficiency for developers
#Query Optimization
#interactive chat
#data results
#Prompt Engineering
#TuGraph interface
...
Featured
What is Chat2Graph?
Chat2Graph integrates with the TuGraph graph database to deliver a conversational interface for graph data exploration. Through pre-built connectors and a prompt-engineering layer, it translates user intents into valid graph queries, handles schema discovery, suggests optimizations, and executes queries in real time. Results can be rendered as tables, JSON, or network visualizations via a web UI. Developers can customize prompt templates, integrate custom plugins, or embed Chat2Graph in Python applications. It's ideal for rapid prototyping of graph-powered applications and enables domain experts to analyze relationships in social networks, recommendation systems, and knowledge graphs without writing manual Cypher syntax.
Who will use Chat2Graph?
- Data analysts
- Graph database developers
- Business intelligence professionals
- Researchers
- Knowledge engineers
How to use the Chat2Graph?
- Step1: Clone the Chat2Graph repository from GitHub
- Step2: Install dependencies using pip and set up TuGraph database
- Step3: Configure database connection parameters in config file
- Step4: Launch Chat2Graph application via command line or Docker
- Step5: Enter natural language queries in chat interface to generate and run graph queries
- Step6: View results as tables or network visualizations in the web UI
Platform
- mac
- windows
- linux
Chat2Graph's Core Features & Benefits
The Core Features
- Natural language to Cypher/PGQL query conversion
- Schema discovery and prompt generation
- Real-time query execution against TuGraph
- Interactive chat interface
- Result visualization as tables or graphs
- Customizable prompt templates and plugins
The Benefits
- No need for manual Cypher coding
- Accelerates graph data exploration
- Accessible to non-technical users
- Improves productivity for developers
- Seamless integration with Python workflows
Chat2Graph's Main Use Cases & Applications
- Ad-hoc social network analysis
- Knowledge graph interrogation for research
- Rapid prototyping of recommendation algorithms
- Business intelligence dashboards on graph data
FAQs of Chat2Graph
Chat2Graph Company Information
- TuGraph-family
Chat2Graph Reviews
5/5
Chat2Graph's Main Competitors and alternatives?
- LangChain VectorAgents
- Memgraph Chat
- ArangoDB GraphQL
- Chat2SQL for relational databases
- GraphQL CLI
You may also like:
AI design agent automates workflow creating images, videos, 3D models up to 10x faster.
AI-driven chatbot for top OnlyFans creators.
Aixbt is a tokenized AI Agent optimizing revenue across applications.
theGist AI Workspace unifies work apps with AI for improved productivity.
Generate brand visuals and copy using AI to boost e-commerce sales.
GPTConsole is an AI agent designed for streamlined conversation and task automation.
GenSphere is an AI agent that automates data analysis and provides insights for informed decision-making.
Nullify automates the entire AppSec program for security teams using AI-driven solutions.
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
Langbase is an AI agent that generates and analyzes natural language content efficiently.
AiTerm: AI Terminal Assistant converting natural language to commands.
Generate intriguing facts effortlessly with our AI-powered tool.
Automate your job applications and find the perfect job with AI technology.
Intellika AI enables seamless automation of data analysis and reporting for businesses.
ScholarRoll helps students find and apply for scholarships easily.
OneReach AI simplifies interactions by automating customer engagement through intelligent messaging.
Phoenix AI Assistant helps streamline tasks using intelligent automation and personalized support.
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
Crux is an AI agent that enhances productivity through intelligent task automation and decision support.
Track your entire crypto portfolio in one place with Recap.
TiDB Cloud is a fully-managed DBaaS delivering scalable, MySQL-compatible distributed SQL database solutions.
AI Agent that gathers and summarizes company financials, funding, leadership, and market insights into concise reports.
Synergetics AI automates complex decision-making processes using advanced algorithms.
The World Cup Archives is a comprehensive resource for football World Cup history.
An AI assistant boosting team productivity through task automation and code execution.
TextQL is an AI agent that accelerates data retrieval and analysis through natural language queries.
Faraday provides predictive analytics for personalized customer experiences.
AI-driven toolkit automating data quality checks, anomaly detection, and exploratory data analysis using GPT models.
Spacum: AI-powered search engine that pays users through ad revenue sharing.
Macaron is a personal AI agent that helps you live better by building mini-apps and remembering what matters.
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
AI agent that finds relevant research papers, summarizes findings, compares studies, and exports citations.
A ChatGPT plugin that ingests web pages and PDFs for interactive Q&A and document search via AI.
GetWebsite.Report offers comprehensive auditing and analysis of web pages for enhanced performance and SEO.
Refocus provides comprehensive online courses to help learners gain IT skills and secure jobs.
Effortlessly connect for backlink exchanges and boost your SEO with RankChase.
Moody's Research Assistant offers insightful analysis and research capabilities for financial professionals.
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
An AI agent automating literature reviews, summarizing papers, and organizing research insights for academic workflows.
UserCue automates market research using AI-driven interviews, providing insights within hours.
GPT Researcher is an AI agent that accelerates literature reviews and research synthesis.