ChatGPT+ Vector database + prompt-as-code - The CVP Stack

Zilliz has introduced OSS Chat, a chatbot designed to provide technical knowledge about open-source projects. Built using OpenAI's ChatGPT and a vector database, the service currently supports Hugging Face, Pytorch, and Milvus but plans to expand to more projects in the future. The new AI stack, called CVP Stack (ChatGPT+Vector database+prompt-as-code), is aimed at overcoming ChatGPT's limitations by using a vector database for accurate information retrieval. OSS Chat demonstrates this approach by leveraging GitHub repositories and their associated docs pages as the source of truth, converting data into embeddings, and storing them in Zilliz. When users interact with OSS Chat, it triggers a similarity search in Zilliz to find relevant matches and feeds the retrieved data into ChatGPT for precise responses.