Intelligent document processing and conversational retrieval

How it works

1. 1.Monitor and automatically read local files when they update
2. 2.Split documents into manageable chunks and convert them to vector embeddings
3. 3.Store embeddings in Qdrant vector database for rapid retrieval
4. 4.Receive user questions through an interactive chat interface
5. 5.Retrieve relevant information and generate intelligent responses from Mistral LLM

Use cases

• Automatically process company documents and answer employee inquiries without manual intervention
• Analyze reports and policies while providing instant responses to frequent questions

Requirements

• Access to a local folder containing the documents to be processed
• Valid API key for Mistral Cloud service
• Configured Qdrant vector database instance ready for data storage

Service Value

Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.