Molten8 builds AI agents using best-in-class frameworks including n8n, LangChain, LangGraph, Dify, CopilotKit, Langflow, LibreChat, LiteLLM, and Notion. Our integration stack connects your AI agents to your existing business tools.

Key topics: AI frameworks, LangChain, LangGraph, n8n automation, CopilotKit, Dify, Langflow, LibreChat, LiteLLM, Notion integration

Our Integration Stack

Built With the Best AI Technologies

We combine best-in-class frameworks, orchestration tools, and platforms to build, deploy, and manage your AI agents.

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n8n

Open-source workflow automation platform. We use n8n to orchestrate complex multi-step agent workflows, connect to 400+ integrations, and build the automation backbone that ties your AI agents to your existing business tools.

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CopilotKit

AI copilot framework for building in-app AI experiences. We use CopilotKit to create interactive AI assistants that work directly inside your applications — providing context-aware suggestions and actions without leaving your workflow.

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Notion

All-in-one workspace for documentation and knowledge management. We integrate with Notion as a knowledge base for AI agents — pulling from your existing docs, wikis, and databases to ground AI responses in your actual business context.

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Dify

LLM application development platform. We use Dify for rapid agent prototyping, prompt management, and building visual AI workflows. It lets us iterate quickly on agent behavior and deploy changes without downtime.

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Langflow

Visual framework for building multi-agent AI applications. Langflow gives us a low-code interface to design, test, and deploy complex agent chains — making it faster to build custom AI solutions tailored to your specific business processes.

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LangChain

The industry-standard framework for building LLM-powered applications. We use LangChain for document processing, retrieval-augmented generation (RAG), and building the core logic that powers your AI agents' reasoning capabilities.

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LangGraph

Advanced framework for building stateful, multi-step AI agent workflows. LangGraph powers our most sophisticated agents — enabling them to plan, reason, use tools, and make decisions across complex multi-turn interactions.

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LibreChat

Open-source multi-model chat interface. We deploy LibreChat as a unified conversation platform, giving your team access to multiple AI models through a single interface with conversation history, file uploads, and team collaboration built in.

LiteLLM

Unified API gateway for 100+ LLM providers. LiteLLM lets us route requests across OpenAI, Anthropic, Google, and open-source models through a single interface — enabling model switching, cost tracking, and fallback routing without changing application code.

See what we've built

Explore Our AI Agents

30+ specialized agents built with these technologies, deployed and managed for your business.