faiss-vector-database
Here are 45 public repositories matching this topic...
Llama3-8B-Finetune-and-RAG, code base for sample, implemented in Kaggle platform
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Jun 8, 2024 - Jupyter Notebook
SMAI Project. Made an abstractive qa RAG chatbot using Langchain and experimented with variety of vector stores and retrievers and evaluated them using Ragas
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Jun 2, 2024 - Jupyter Notebook
Repo for DermAssist: Your AI Assitant for Skin Problems. Powered by a vision model and a reliable RAG system.
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Jun 11, 2024 - Jupyter Notebook
An AI agent that writes SEO-optimised blog posts and outputs a properly formatted markdown document.
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Jun 6, 2024 - Python
This is an end to end LLM project based on Google Generative AI and Langchain. In this project I built a Q&A system based on a data from an e-learning company called codebasic
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May 20, 2024 - Jupyter Notebook
This project involves the development of a scalable game recommendation system. The primary objective is to provide users with relevant game recommendations based on their queries.
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May 24, 2024 - Jupyter Notebook
In this project I have built an end to end advanced RAG project using open source llm model, Mistral using groq inferencing engine.
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Jun 18, 2024 - Python
Advanced RAG pipeline using Re-Ranking after initial retrieval
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May 11, 2024 - Python
Q&A System using BERT and Faiss Vector Database
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May 21, 2024 - Python
This repository contains one of my cool project which I have created during my college's MINeD hack-a-thon.
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May 25, 2024 - Python
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Apr 14, 2024 - Jupyter Notebook
Help Build Key Bridge with AI
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Apr 21, 2024 - Astro
Image Retrieval System by training SwinV2 Transformer model with triplet loss, leveraging Faiss‐ GPU for indexing‐based cosine similarity search for 8.5x fast image search and retrieval.
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Apr 3, 2023 - Python
Facebook AI Similarity Search (Faiss) is a library for efficient similarity search and clustering of dense vectors. It contains algorithms that search in sets of vectors of any size, up to ones that possibly do not fit in RAM. It also contains supporting code for evaluation and parameter tuning.
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May 11, 2024 - Jupyter Notebook
GPU constrained! No More. Microsoft released Phi3 specially designed for memory/compute constrained environments. The model support ONXX CPU runtime which offers amazing inference speed even on mobile cpu.
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May 31, 2024 - Jupyter Notebook
A modular and extensible framework for building question-answering systems using the LangChain library and FAISS vectorstore.
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May 20, 2024 - Python
A Streamlit-based application that empowers equity research analysts to conduct in-depth research using news articles. It leverages the power of large language models (LLMs) like Google Gemini Pro to analyze vast amounts of news data and generate insightful answers to your queries.
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Jun 19, 2024 - Jupyter Notebook
Question-Answering program based on langchain and FAISS database, with RAG from dataset
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Apr 24, 2024 - Python
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