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Chat-Driven GitHub API Interaction

Chat-Driven GitHub API Interaction is a 14-node automation blueprint connecting OpenAI, Pinecone, GitHub. Inspect its trigger, execution graph, branches, and implementation requirements.

OpenAIPineconeGitHub

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.

14

Nodes

12

Links

2

Run groups

Connected tools

3 integrations

  • OpenAI
  • Pinecone
  • GitHub

Canvas controls

Fit wide systems, then zoom into any run group.

Chat-Driven GitHub API Interaction execution lanes2 run groups containing 14 workflow nodes and 12 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 clicking ‘Test workflow’. trigger node, manualTrigger. 0 incoming and 1 outgoing connections.STARTWhen clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 1 OUTHTTP Request. integration node, httpRequest. 1 incoming and 1 outgoing connections.STEP 02HTTP RequestINTEGRATIONHTTPREQUEST1 IN / 1 OUTPinecone Vector Store. Pinecone node, vectorStorePinecone. 3 incoming and 0 outgoing connections.OUTCOMEPinecone Vector StorePINECONEVECTORSTOREPINECONE3 IN / 0 OUTDefault Data Loader. ai node, documentDefaultDataLoader. 1 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Default Data LoaderAIDOCUMENTDEFAULTDATALOAD1 IN / 1 OUTGenerate Embeddings. OpenAI node, embeddingsOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Generate EmbeddingsOPENAIEMBEDDINGSOPENAI0 IN / 1 OUTRecursive Character Text Splitter. ai node, textSplitterRecursiveCharacterTextSplitter. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 2Recursive Character Text …AITEXTSPLITTERRECURSIVECH0 IN / 1 OUTWhen chat message received. trigger node, chatTrigger. 0 incoming and 1 outgoing connections.STARTWhen chat message receivedTRIGGERCHATTRIGGER0 IN / 1 OUTAI Agent. ai node, agent. 4 incoming and 0 outgoing connections.OUTCOMEAI AgentAIAGENT4 IN / 0 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTVector Store Tool. ai node, toolVectorStore. 2 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Vector Store ToolAITOOLVECTORSTORE2 IN / 1 OUTWindow Buffer Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Window Buffer MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUTOpenAI Chat Model1. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 2OpenAI Chat Model1OPENAILMCHATOPENAI0 IN / 1 OUTPinecone Vector Store (Querying). Pinecone node, vectorStorePinecone. 1 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 2Pinecone Vector Store (Qu…PINECONEVECTORSTOREPINECONE1 IN / 1 OUTGenerate User Query Embedding. OpenAI node, embeddingsOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 3Generate User Query Embed…OPENAIEMBEDDINGSOPENAI0 IN / 1 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.14 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 clicking ‘Test workflow’

2 Execution Links3 Support Dependencies

  1. Start

    When clicking ‘Test workflow’

    Trigger

  2. Step 2

    HTTP Request

    Integration

  3. Outcome

    Pinecone Vector Store

    AI reasoning

Attached dependencies

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

3 nodes

  • Default Data Loader

    AI reasoning dependency

  • Generate Embeddings

    AI reasoning dependency

  • Recursive Character Text Splitter

    AI reasoning dependency

02

Run Group

When chat message received

1 Execution Link6 Support Dependencies

  1. Start

    When chat message received

    Trigger

  2. Outcome

    AI Agent

    AI reasoning

Attached dependencies

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

6 nodes

  • OpenAI Chat Model

    AI reasoning dependency

  • Vector Store Tool

    AI reasoning dependency

  • Window Buffer Memory

    AI reasoning dependency

  • OpenAI Chat Model1

    AI reasoning dependency

  • Pinecone Vector Store (Querying)

    AI reasoning dependency

  • Generate User Query Embedding

    AI reasoning dependency

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