2023 03 Exploring ChatGPT: Powerful Applications and Integrations
Introduction #
ChatGPT has become a popular and powerful AI tool for various applications. Here’s my notes on ChatGPT, as well as several tools and projects that showcase its capabilities.
OpenAI Embeddings API #
The OpenAI Embeddings API enables users to search financial documents and other text-based data efficiently. It is designed for applications that require processing large amounts of text in a short period. Learn more by watching this video.
ClippyGPT #
ClippyGPT is an OpenAI-powered document search tool built by Supabase. It uses OpenAI’s embeddings to search through documents with great accuracy. Watch this video to learn more about ClippyGPT.
LangChain #
LangChain is a powerful language model toolkit that allows developers to build intelligent applications using GPT-based models. Here are some resources to learn more about LangChain:
- LangChain Docs
- Building the Future with LLMs, LangChain, & Pinecone by James Briggs and Harrison Chase
- Build Overpowered AI Apps with the OP Stack (OpenAI + Pinecone) featuring Stephan Sturges, creator of GPTflix
- LangChain101: Question A 300 Page Book (w/ OpenAI + Pinecone)
GPT Index and Llama Index #
The GPT Index and Llama Index are tools designed to help you harness the power of large language models for your own data. Check out these resources to learn more:
- Llama Index Docs
- How Unstructured and LlamaIndex can help bring the power of LLM’s to your own data by Jerry Liu
- GPT Index and Weaviate with Jerry Liu and Bob van Luijt - Weaviate Podcast #37
- Build your own Q&A KnowledgeBot using GPT-Index & LangChain - Document to Chatbot
Markprompt #
Markprompt is a markdown-based language model prompt generator that helps users create high-quality content using AI. It is available at markprompt.com and its source code can be found on GitHub.
Conclusion #
ChatGPT has inspired a wide range of applications and integrations. From searching financial documents to building AI apps with LangChain and Pinecone, the possibilities are seemingly endless. By exploring these resources, hopefully you can discover new ways to harness the power of ChatGPT for your projects.