MirrorFly AI Chatbot Solution

MirrorFly AI chatbot is a RAG-based solution specifically designed for developers and technical teams to build and deploy multi-modal AI chat assistants at low latency. The solution uses modern tech stacks like LangChain and LangGraph to connect the agent with the LLM providers, structure their conversations with reasoning, and manage their state. It supports flexible data ingestion to convert the business-specific dataset into dynamic knowledge bases in PDF, CSV or TXT formats along with web syncing that the agent can understand easily. These datasets are stored in vector databases like Pinecone, FAISS, or MongoDB whether the semantic meaning of the information is processed so the agent can retrieve highly accurate information.