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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.
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Aug 1, 2023
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Jupyter Notebook
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
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Nov 29, 2023
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Python
AI Question Answering model that answers the important questions related to PAN card.
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Nov 29, 2023
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Python
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Jan 15, 2024
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Jupyter Notebook
A RAG based chatbot that is able to respond with structured JSON format. The output will be always in a JSON format with expected key, value pairs.
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Dec 15, 2023
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Jupyter Notebook
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:).
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Jan 21, 2024
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Jupyter Notebook
Create, store and enable embeddings related features like semantic search, RAG, recommendation, image to image and more
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Nov 16, 2023
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Tutorial showing how to do RAG evals with Parea AI and LangChain
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Mar 27, 2024
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RAG-Buddy: Decrease cost and lower latency for LLM apps
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May 20, 2024
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Apr 3, 2024
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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.
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Apr 7, 2024
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TypeScript
A playground for anything related to retrieval augmented generation
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Apr 13, 2024
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Jupyter Notebook
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Apr 14, 2024
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Jupyter Notebook
Upload a file and chat with your data.
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Apr 17, 2024
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Python
Site for skywardAI, AI-copilot for conversation
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May 16, 2024
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Ruby
Todob leverages Chroma DB Rag for context-awareness, combines it with in-context Rag and LLMs for function calling.
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Apr 20, 2024
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Python
List of experiments on Gen AI ecosystem
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Apr 20, 2024
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HTML
implemented vector similarity algorithms to understand their inner workings, used local embeddding models
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Apr 22, 2024
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A proof-of-concept for a RAG to query the scikit-learn documentation
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Apr 21, 2024
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HTML
A personalized assistant that generates new issues by using earlier issue descriptions of Issue Tracking Systems like JIRA
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Apr 27, 2024
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Python
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