Today we introduce RAGs, a Streamlit app that allows you to create and customize your own RAG pipeline and then use it over your own data — all with natural language! This means you can now setup a “ChatGPT over your data” without needing to code. (View Highlight)
• View Generated Parameters: The builder agent suggests parameters based on your initial setup.
• Edit and Customize: You have complete freedom to tweak these settings, ensuring the RAG agent behaves exactly as you need.
• Update the Agent: Any changes you make can be instantly applied by hitting the “Update Agent” button. (View Highlight)
The final piece of the RAGs experience is the Generated RAG Agent section. Here’s what you can expect:
• Interactive Chatbot Interface: Just like ChatGPT, engage in conversations with your RAG agent.
• Data-Driven Responses: The agent utilizes top-k vector search and optional summarization tools to answer your queries based on the underlying data.
• Seamless Integration: The agent dynamically picks the right tools to fulfill your queries, ensuring a smooth and intelligent interaction with your dataset. (View Highlight)
