Automated Document Analysis and AI Chatbot Integration
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Streamline your workflow by automating the analysis of uploaded documents. This n8n workflow leverages AI to extract insights and provides an interactive chatbot for further queries, delivering results directly to your inbox.
About This Workflow
This powerful n8n workflow automates the complex process of document analysis and integrates cutting-edge AI capabilities. It begins by capturing multiple file uploads via a user-friendly form. These files are then parsed using advanced APIs, preparing them for AI-driven comprehension. The workflow intelligently handles the parsing status and retrieves the document's content in markdown format. This markdown is then fed into a Google Gemini Chat Model for in-depth analysis and summarization. The generated insights are converted to HTML for easy readability and then emailed to the user, along with a link to an interactive AI chatbot. This chatbot allows users to engage in further discussions and ask specific questions about the analyzed documents, creating a truly dynamic and intelligent document processing solution.
Key Features
- Multi-File Upload: Seamlessly accept multiple file uploads from a single form.
- AI-Powered Document Parsing: Utilizes robust APIs for efficient and accurate document parsing.
- Intelligent AI Analysis: Leverages Google Gemini's advanced language models for deep document comprehension.
- Automated Email Delivery: Sends analyzed results and interactive chatbot access directly to the user's inbox.
- Interactive AI Chatbot: Enables users to ask follow-up questions and explore document insights further.
How To Use
- Configure Form Trigger: Set up the
On form submission4node with your desired form title and fields, ensuring 'file' fields are correctly defined for uploads and an email field is included. - Split Binary Data: The
split the binary item(Code node) will automatically process the uploaded files, preparing them for the next stage. - Parse Documents: Configure the
Parsing the document(HTTP Request node) with your LlamaIndex API endpoint and authorization token. Ensure theinputDataFieldNameis set todatato match the binary output from the previous step. - Check Parsing Status: Set up the
Check the parsing status(HTTP Request node) to poll the LlamaIndex API for the status of the parsing job, using the job ID returned from the previous step. - Retrieve Markdown: Once parsing is successful, configure the
Provide the markdown(HTTP Request node) to fetch the parsed document content in markdown format. - Aggregate and Analyze: Use the
Aggregate1node to gather the markdown content and then feed it into theGoogle Gemini Chat Model1node for AI analysis. - Convert to HTML: The
Markdownnode will convert the AI's output from markdown to HTML for better presentation. - Send Email Notification: Configure the
Gmailnode with your email credentials, recipient (using the email from the form), subject, and a message body that includes the analysis results and the chatbot link. - Optional: Further AI Interaction: Connect the
Google Gemini Chat Model6to further process or refine the analyzed content as needed, and potentially link it to a conversational interface.
Apps Used
Workflow JSON
{
"id": "b76161d9-5a53-425b-9e7b-e749ae6ccd2e",
"name": "Automated Document Analysis and AI Chatbot Integration",
"nodes": 10,
"category": "DevOps",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: b76161d9-5a53...
About the Author
Crypto_Watcher
Web3 Developer
Automated trading bots and blockchain monitoring workflows.
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