Lumen AI#
Lumen AI enables natural language interactions with data through an agent-based chat interface. It combines large language models (LLMs) with specialized agents to help users explore, analyze and visualize data without writing code.
Key capabilities:
Natural Language Data Exploration: Chat with your data using plain English queries
Automated Analysis: Generate SQL data pipelines on top of local or remote files, SQL databases or your data lake.
Provide context and embeddings: Give Lumen access to your documents to give the LLM the context it needs.
Visualize your data: Generate everything from charts to powerful data tables or entire dashboards using natural language.
Inspect, validate and edit results: All LLM outputs can easily be inspected for mistakes, refined, and manually edited if needed.
Summarize results and key insights: Have the LLM summarize key results and extract important insights.
Custom analyses, agents and tools: Extend Lumen custom agents, tools, and analyses to generate deep insights tailored to your domain.
Getting Started#
How to explore your data with Lumen AI
Configure Lumen AI to use custom Coordinators, Agents, and LLM providers
How-To#
Learn how to configure Lumen AI to use your favorite LLM provider and model.
Learn how to configure custom data sources, to connect with databases or local and remote files, when working with Lumen AI.
Learn how to create and configure custom agents to accomplish goals in Lumen AI.
Discover how to implement and output custom views within Lumen AI.
Explore how to develop and incorporate custom tools to provide additional context.
Understand how to define and manage model-specific prompts for replacing response models.
Learn to create and use template prompts for influencing the AI’s responses.