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This repository contains question-answers model as an interface which retrieves answers from vector database for a question. Embeddings or tokenised vector being computed using OpenAI API call which gets inserted into ChromaDB as a RAG. OpenAI API key would be required to run this service.
Repo for API server of swedenmentor.github.io, a chatbot for international students in Sweden. This is a Retrieval Augmented Generation (RAG) application. It uses the data from skatteverket.se, migrationverket.se, studyinsweden.se
Amazon started out with selling books. However, searching books on Amazon is tedious and inaccurate if you don't know what you are exactly looking for. Why not make it faster and easier with LLMs:).
LLM application which utilises cutting edge libraries such as langchain to generate responses for businesses looking to know more about the different SG policies that can support them. Uses Retrieval Augmented Generation with vector database.
"Ollama Movies Recommendation Chatbot" is a chatbot that uses Ollama, RAG, and Qdrant to provide personalized movie recommendations through a Gradio interface.