Methods and systems are provided herein for replying to queries based on indexed conversations and context. When a user asks a query, the system monitors the area, determines the other users in the area, and searches its database for a conversation that addresses the query in consideration of the other users present in the area. The system filters the indexed conversations to find conversations with the best matching conversation based on the words of the query as well as the keywords from the conversation. Once the system has determined the best match conversation, the system generates a response to the query based on the indexed conversation and query and then filters out segments of the response based on the other users in the area and other privacy concerns. The system then plays back generated response to the user.