GPTForMe - Upload your own content and then ask questions of it
Users can utilize GPTfor.me to upload their own content for use as context in conjunction with GPT-3. This functionality expands GPT-3's knowledge base beyond its inherent limitations, as it may expound on topics that are not within its field of expertise. This tool implements a semantic search technique that incorporates OpenAI embeddings, generating embeddings for both the uploaded content and the prompt. These embeddings are subsequently utilized to identify the most relevant content to include as context when prompting GPT-3, thus enhancing the accuracy of its responses. This technique has numerous valuable applications, including engaging with compelling content, hastening the learning process for students, answering questions about internal documentation, educating customers about products, and summarizing key takeaways from a conference.