Document Analysis & Chatbot Creation with Llama Parser, Gemini & Pinecone
Automates file uploads via N8N form, extracts content with Llama Parser, analyzes/translates using Gemini LLM, stores embeddings in Pinecone for chatbot access, and emails results to users.
This n8n workflow streamlines document processing by allowing users to upload files through a public N8N form, capturing user email for notifications. Files are preprocessed, parsed using Llama Cloud API for content extraction, and then analyzed or translated (if non-English) by Google Gemini agents. The workflow generates insights from the content and embeds both raw and analyzed data into Pinecone vector database, enabling instant chatbot querying.
Key benefits include multilingual support, s
- Platform
- n8n
- Category
- Development & IT
- Price
- $24.99
- Creator
- Ivan Volkov
- n8n
- AI
- document-analysis
- chatbot
- llama-parser
- gemini-llm
- pinecone-db
- gmail
- content-generation
- rag
How to import this workflow into n8n
- 1Purchase or download the workflow to get the n8n workflow JSON file.
- 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
- 3Open each node marked with a credential warning and connect your own accounts and API keys.
- 4Run the workflow once manually to verify the data flow, then toggle it to Active.
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