POC Rag Chatbot
LANCER
Lancer:
<= 2 resources OR <=3 weeks effort OR <=$3000 USD
Growth:2 - 4 resources AND upto 4 months OR
upto $30000 USD
Enterprise:Everything else
(Development)
Project Description
POC Rag Chatbot is an AI-driven solution designed to enhance document management and querying. The client, a content management leader, needed a system that could handle document uploads (PDFs, images, videos) and provide accurate, context-aware responses to user queries. Oodles Platform created a robust system combining an intelligent chatbot with a powerful document processor to optimize document interaction and streamline workflows.
Scope Of Work
The client sought an AI solution that could handle document uploads, process multiple file types, and provide accurate responses to user queries. Oodles Platform developed a solution using OpenAI GPT for query handling, a document processor for managing file content, and LangChain for conversational memory. The project covered document processing, AI-driven querying, and system integration.
Our Solution
Oodles Platform developed an AI-powered chatbot with a robust document processor to handle various file types.
Key Features:
- Document Processor: Splits PDFs, images, and videos for efficient querying.
- Chatbot Interface: Provides intelligent, context-aware responses.
- RAG-Powered Architecture: Uses OpenAI GPT for accurate, human-like answers.
- LangChain: Maintains conversational memory for personalized interactions.
Tech Stack: Python, LangChain, OpenAI GPT.
Impact: Enhanced efficiency, reduced search time, and streamlined document management, ensuring accurate, real-time responses and seamless scalability.