Build your own RAG chatbot with Upstash
MIT License
Upstash - Serverless database platform. We're using both Upstash Vector and Upstash Redis for storing vectors and conversations respectively.
Hugging Face - The platform where the machine learning community collaborates on models, datasets, and applications. We’re using Hugging Face Inference API for creating embeddings.
Replicate - Run and fine-tune open-source models. We're using LLAMA-2-70B Chat model.
LangChain - Framework for developing applications powered by language models.