← All N8N workflows
AI & researchAgentAggregateChain Retrieval QaChat TriggerCode

My workflow 3

Configured with Agent, Aggregate, Chain Retrieval Qa, Chat Trigger, and additional nodes. Review the connections and setup before adapting this template.

Workflow preview
TriggerOn form submission4Form TriggerRoutingLoop Over Items1Loop Over ItemsRoutingIf2IfTransformAggregate1AggregateAI & modelsGoogle Gemini ChatModel5LM Chat Google GeminiCodesplit the binary itemCodeWeb / APIParsing the documentHTTP RequestWeb / APICheck the parsingstatusHTTP RequestWeb / APIProvide the markdownHTTP RequestAI & modelsGoogle Gemini ChatModel6LM Chat Google GeminiTransformMarkdownMarkdownMessagingGmailGmailCodeCodeCodeTransformConvert to FileConvert To FileAI & modelsAI AgentAgentAI & modelsGoogle Gemini ChatModelLM Chat Google GeminiAI & modelsInformation ExtractorInformation ExtractorAI & modelsGoogle Gemini ChatModel1LM Chat Google GeminiTransformConvert to File4Convert To FileData storePinecone Vector StoreVector Store PineconeAI & modelsEmbeddings MistralCloudEmbeddings Mistral CloudFiles / mediaDefault Data LoaderDocument Default Data Lo…TransformRecursive CharacterText SplitterText Splitter Recursive …TriggerWhen chat messagereceivedChat TriggerAI & modelsQuestion and AnswerChainChain Retrieval QaAI & modelsGoogle Gemini ChatModel2LM Chat Google GeminiAI & modelsVector Store RetrieverRetriever Vector StoreData storePinecone Vector Store1Vector Store PineconeAI & modelsEmbeddings MistralCloud1Embeddings Mistral CloudAI & modelsAI Agent1AgentAI & modelsGoogle Gemini ChatModel3LM Chat Google GeminiAI & modelsTranslator AgentAgentAI & modelsAnalyzer AgentAgent

Node categories in this workflow

  • Trigger
  • Routing
  • Transform
  • AI & models
  • Code
  • Web / API
  • Messaging
  • Data store
  • Files / media

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
On form submission4TriggerForm TriggerSee node parameters
Loop Over Items1RoutingLoop Over ItemsSee node parameters
If2RoutingIfSee node parameters
Aggregate1TransformAggregateSee node parameters
Google Gemini Chat Model5AI & modelsLM Chat Google GeminiSee node parameters
split the binary itemCodeCodeSee node parameters
Parsing the documentWeb / APIHTTP RequestPOST
Check the parsing statusWeb / APIHTTP RequestSee node parameters
Provide the markdownWeb / APIHTTP RequestSee node parameters
Google Gemini Chat Model6AI & modelsLM Chat Google GeminiSee node parameters
MarkdownTransformMarkdownSee node parameters
GmailMessagingGmailSee node parameters
CodeCodeCodeSee node parameters
Convert to FileTransformConvert To FiletoText
AI AgentAI & modelsAgentSee node parameters
Google Gemini Chat ModelAI & modelsLM Chat Google GeminiSee node parameters
Information ExtractorAI & modelsInformation ExtractorSee node parameters
Google Gemini Chat Model1AI & modelsLM Chat Google GeminiSee node parameters
Convert to File4TransformConvert To FiletoText
Pinecone Vector StoreData storeVector Store PineconeSee node parameters
Embeddings Mistral CloudAI & modelsEmbeddings Mistral CloudSee node parameters
Default Data LoaderFiles / mediaDocument Default Data LoaderSee node parameters
Recursive Character Text SplitterTransformText Splitter Recursive Character Text SplitterSee node parameters
When chat message receivedTriggerChat TriggerSee node parameters
Question and Answer ChainAI & modelsChain Retrieval QaSee node parameters
Google Gemini Chat Model2AI & modelsLM Chat Google GeminiSee node parameters
Vector Store RetrieverAI & modelsRetriever Vector StoreSee node parameters
Pinecone Vector Store1Data storeVector Store PineconeSee node parameters
Embeddings Mistral Cloud1AI & modelsEmbeddings Mistral CloudSee node parameters
AI Agent1AI & modelsAgentSee node parameters
Google Gemini Chat Model3AI & modelsLM Chat Google GeminiSee node parameters
Translator AgentAI & modelsAgentSee node parameters
Analyzer AgentAI & modelsAgentSee node parameters

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

None declared. HTTP requests and Code nodes may still need configuration.

Workflow notes

I'm a note

I'm a note

The below workflow is a chatbot workflow which will be triggered when a user types his/her prompt related to document the user provided for analysis on the chatbot link which was ent to the user via mail.

I'm a note

I'm a note

These two subflows are for trial purpose

I'm a note

I'm a note

This subflow is responsible for storing the translated as well as the analyzed contents into the vector database to feed as a knowledge to the chatbot

My workflow 3

My workflow 3

Purpose and structure

This folder contains the My workflow 3 workflow. Its executable nodes use agent, aggregate, chainRetrievalQa, chatTrigger, code, convertToFile, documentDefaultDataLoader, embeddingsMistralCloud, formTrigger, gmail, httpRequest, if, informationExtractor, lmChatGoogleGemini, markdown, retrieverVectorStore, splitInBatches, 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

On form submission4, When chat message received

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

https://github.com/Zie619/n8n-workflows/blob/94007c1445d9258a7da116646b79473e7c7c3282/workflows/Code/1818_Code_Converttofile_Automate_Webhook.json MIT; preserve source notices.

More in AI & research