Bear Brown
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Automation & utilitiesDocument Default Data LoaderEmbeddings Hugging Face InferenceGoogle DriveManual TriggerText Splitter Recursive Character Text Splitter

Financial Literacy Bot - Knowledge Base

Configured with Document Default Data Loader, Embeddings Hugging Face Inference, Google Drive, Text Splitter Recursive Character Text Splitter, and additional nodes. Review the connections and setup before adapting this template.

Download workflow JSONView files on GitHub ↗7 nodes · MIT
Workflow preview
Data storePinecone Vector StoreVector Store PineconeFiles / mediaDefault Data LoaderDocument Default Data Lo…TriggerWhen clicking 'Executeworkflow'Manual TriggerAI & modelsEmbeddings HuggingFaceInferenceEmbeddings Hugging Face …TransformRecursive CharacterText SplitterText Splitter Recursive …Files / mediaSearch Knowledge BaseFilesGoogle DriveFiles / mediaDownload KB FilesGoogle Drive

Node categories in this workflow

  • Data store
  • Files / media
  • Trigger
  • AI & models
  • Transform

Icons describe general node roles, inferred from node types. Inspect the parameters for the configured action.

Drag to pan; use + and − to zoom. Reconstructed from the exported node positions; nothing runs here. Dashed lines represent non-main connections. Full node names and notes appear below.

How it works

The exported workflow contains the following configured nodes. Their connections are shown above; inspect the JSON for the complete logic, expressions, and external actions.

Workflow node names, types, and operations
NodeCategoryTypeOperation
Pinecone Vector StoreData storeVector Store PineconeSee node parameters
Default Data LoaderFiles / mediaDocument Default Data LoaderSee node parameters
When clicking 'Execute workflow'TriggerManual TriggerSee node parameters
Embeddings HuggingFace InferenceAI & modelsEmbeddings Hugging Face InferenceSee node parameters
Recursive Character Text SplitterTransformText Splitter Recursive Character Text SplitterSee node parameters
Search Knowledge Base FilesFiles / mediaGoogle DrivefileFolder
Download KB FilesFiles / mediaGoogle Drivedownload

Setup

  1. Download the JSON and import it into an isolated n8n instance. Leave the workflow inactive.
  2. Connect your own credentials through n8n’s credential store. Replace REPLACE_WITH_* values with your resource identifiers.
  3. Inspect API destinations, Code nodes, database queries, file paths, and outbound actions.
  4. Run with synthetic data and harmless destinations. Enable triggers only after checking the actual outputs.

Requirements

An n8n instance with the listed node types and compatible versions. Service-connected workflows may require accounts, credentials, or paid APIs.

Credential types declared in the source

  • googleDriveOAuth2Api
  • huggingFaceApi
  • pineconeApi

Workflow notes

Financial Literacy Bot - Knowledge Base

Financial Literacy Bot - Knowledge Base

Purpose and structure

This folder contains the Financial Literacy Bot - Knowledge Base workflow. Its executable nodes use documentDefaultDataLoader, embeddingsHuggingFaceInference, googleDrive, manualTrigger, textSplitterRecursiveCharacterTextSplitter, vectorStorePinecone. The table and connection map below are derived from the JSON, not an inferred guarantee of behavior.

Setup

Import inactive. Configure your own credentials and replace REPLACE_WITH_* values. Review external destinations and Code nodes before running.

Entry points

When clicking 'Execute workflow'

Verification

Sanitized source candidate; not runtime-tested. This overview is generated from node metadata. Read the folder README for the connection map, credential types, and license.

Attribution

Nik Bear Brown; rights confirmed 2026-10-19 MIT; preserve source notices.

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