Skip to Workflow Atlas
Playbook AtlasWorkflow Atlas
Workflow blueprintBrowse workflows
Event-Driven AutomationAI systemIntermediate

Local LLM Chat Router with Memory

Local LLM Chat Router with Memory is a 7-node automation blueprint connecting Langchain, Ollama. Inspect its trigger, execution graph, branches, and implementation requirements.

LangchainOllama

Interactive system map

Follow the runtime. Inspect what supports it.

Solid horizontal paths show main-channel execution. Violet dependencies sit beneath the exact step they configure or empower.

7

Nodes

6

Links

1

Run groups

Connected tools

2 integrations

  • LangChain
  • Ollama

Canvas controls

Fit wide systems, then zoom into any run group.

Local LLM Chat Router with Memory execution lanes1 run groups containing 7 workflow nodes and 6 visible links. Solid horizontal lines are main-channel runtime links. Violet dashed lines connect typed dependencies beneath the runtime step they support. Focus any node to inspect its immediate path.When chat message received. trigger node, chatTrigger. 0 incoming and 1 outgoing connections.STARTWhen chat message receivedTRIGGERCHATTRIGGER0 IN / 1 OUTLLM Router. ai node, agent. 3 incoming and 1 outgoing connections.STEP 02LLM RouterAIAGENT3 IN / 1 OUTAI Agent with Dynamic LLM. ai node, agent. 3 incoming and 0 outgoing connections.OUTCOMEAI Agent with Dynamic LLMAIAGENT3 IN / 0 OUTOllama phi4. ai node, lmChatOllama. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Ollama phi4AILMCHATOLLAMA0 IN / 1 OUTRouter Chat Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Router Chat MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUTOllama Dynamic LLM. ai node, lmChatOllama. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Ollama Dynamic LLMAILMCHATOLLAMA0 IN / 1 OUTAgent Chat Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Agent Chat MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUT

Signal inspector

Focus, hover, or select a step to isolate its runtime and support links.

Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.7 connected nodesEnter or click to lock · Escape to clear

Runtime breakdown

Read the execution spine before its dependencies.

Each run group separates main-channel steps from the models, tools, retrievers, and data services that support them. Start and outcome labels apply only to runtime nodes.

01

Run Group

When chat message received

2 Execution Links4 Support Dependencies

  1. Start

    When chat message received

    Trigger

  2. Step 2

    LLM Router

    AI reasoning

  3. Outcome

    AI Agent with Dynamic LLM

    AI reasoning

Attached dependencies

These nodes support the runtime above; they are not additional starts or outcomes.

4 nodes

  • Ollama phi4

    AI reasoning dependency

  • Router Chat Memory

    AI reasoning dependency

  • Ollama Dynamic LLM

    AI reasoning dependency

  • Agent Chat Memory

    AI reasoning dependency

Turn the map into a plan

Adapt this blueprint to your company.

Bring the system shape into a workspace, then define the production controls, data boundaries, owners, and delivery sequence around your context.

Create a build planReturn to the atlas