Here is a table listing some of the most popular GitHub projects for Retrieval-Augmented Generation (RAG) with Pinecone and ChatGPT:
Title | Stars | Description | URL |
---|---|---|---|
RAG-Chatbots with LangChain and Pinecone Vector DB | 2.6k | This project demonstrates building an AI chatbot using LangChain, OpenAI, and Pinecone’s vector DB to create a chatbot capable of learning from external data using RAG. | GitHub |
Awesome ChatGPT | 2.6k | A curated list of awesome projects and resources related to GPT, ChatGPT, OpenAI, LLM, and more, including RAG implementations. | GitHub |
Build a RAG Chatbot | N/A | A guide to building a simple RAG chatbot using Pinecone for the vector database and embedding model, OpenAI for the LLM, and LangChain for the RAG workflow. | Pinecone Docs |
examples/learn/generation/langchain/rag-chatbot.ipynb | 2.6k | This example demonstrates building an AI chatbot from start to finish using LangChain, OpenAI, and Pinecone vector DB. | GitHub |
These projects and resources provide comprehensive guides and examples for building RAG chatbots using Pinecone and ChatGPT, leveraging various tools and libraries to enhance chatbot capabilities.
Citations:
[1] Build a RAG chatbot - Pinecone Docs
[2] GitHub - adshyam/RAG-Chatbots-with-Langchain-and-Pinecone-Vector-DB: Building RAG Chatbots with LangChain and PineCone Vector DataBase
[3] GitHub - korchasa/awesome-chatgpt: A curated list of awesome ChatGPT software.
[4] https://www.youtube.com/watch?v=zjdFOwBxBRo
[5] GitHub - taishi-i/awesome-ChatGPT-repositories: A curated list of resources dedicated to open source GitHub repositories related to ChatGPT
[6] examples/learn/generation/langchain/rag-chatbot.ipynb at master · pinecone-io/examples · GitHub
the most popular github project for RAG with pinecone and ChatGPT
- GitHub - zylon-ai/private-gpt: Interact with your documents using the power of GPT, 100% privately, no data leaks
- How to Build a Chatbot Using the OpenAI API & Pinecone | DataCamp
- (260) Let’s build a Modern Portfolio with NEXT.JS (Framer Motion, Tailwind CSS, Sanity.io, React) | 2023 - YouTube
- How to use Pinecone and OpenAI to ChatGPTify your website! | by Christian Brevik | Variant
- GitHub - farukalamai/ai-chatbot-using-Langchain-Pinecone: Chatbot Answering from Your Own Knowledge Base: Langchain, ChatGPT, Pinecone, and Streamlit
- Building a Multi-User Chatbot with Langchain and Pinecone in Next.JS | Pinecone
- RAG with pinecone and ChatGPT — #1 What is RAG and Pinecone? | by Terry Cho | Medium
- Building an Interactive Chatbot with Langchain, ChatGPT, Pinecone, and Streamlit
- Generative Question-Answering with Long-Term Memory | Pinecone
- GPT-4 & Pinecone: Turning a Website into an AI Assistant