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Research Agent. Grounded.

Think. Verify. Trust.

Chat with an AI research agent powered by LangGraph. Get recommendations grounded in your sources with transparent reasoning traces and full citations.

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Lattice Lab panel showing AI conversation with grounded recommendations and citations
LangGraph research agent with reasoning traces

LangGraph Research Agent

Powered by LangGraph for multi-step reasoning. The agent searches your sources, synthesizes findings, and provides recommendations—all with transparent thinking traces.

  • Multi-step reasoning for complex questions
  • Visible thinking steps and reasoning traces
  • Source retrieval before response generation
  • Powered by LangGraph orchestration
  • Streaming responses with real-time updates
Learn to chat with AI
Grounded recommendations with citations

Grounded Recommendations

Every recommendation cites specific chunks from your sources. No hallucinations—just verifiable claims with full provenance.

  • Numbered inline citations [1], [2], [3]
  • Click citations to see source context
  • Verify claims against original documents
  • No hallucinations—just verifiable claims
See citation tracking
Extracting scenarios from conversation

Conversation Extraction

Turn chat discussions into structured scenarios. Lattice extracts requirements, constraints, and preferences from your conversation.

  • Extract workload type and SLO requirements
  • Identify budget and compliance constraints
  • Create scenarios from natural discussion
  • Turn chat into structured requirements
Create scenarios from chat
Smart prompts and @ mentions

Smart Prompts

Context-aware prompt suggestions help you get the most from your research. @ mentions let you reference specific sources in your questions.

  • Suggested prompts based on workspace state
  • @ mentions for source references
  • Multi-line input with Shift+Enter
  • Context-aware prompt recommendations

Technical Specifications

Everything you need to know about the Lab panel's AI capabilities and conversation features.

AI Engine

  • LangGraph - Multi-step orchestration
  • GPT-4 - Primary reasoning model
  • Streaming - Real-time responses
  • RAG - Retrieval-augmented generation

Conversation

  • Chat history - Persistent sessions
  • @ mentions - Source references
  • Extraction - Scenario creation
  • Multi-line - Rich input support

Transparency

  • Thinking traces - Visible reasoning
  • Citations - Inline references
  • Source chunks - Click to verify
  • Confidence - Response scoring
View full documentation

Learn More About Lab

Explore guides and documentation to get the most out of the AI research agent.

View Lab documentation

Lab Documentation

Learn how to use the AI research agent for grounded recommendations with citations.

Research with Confidence

Get AI-powered analysis grounded in your sources with transparent reasoning.

Get Lattice for $99