hnsw
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Custom implementation of HNSW index and benchmarks against original implementation.
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Apr 29, 2022 - C++
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May 8, 2022 - Shell
Building a Custom Vector Search Engine with Weaviate : The project discusses the architecture of Weaviate, an open-source vector database and provides a tutorial implementation of a custom vector search engine using Weaviate Cloud Service(WCS).
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Dec 15, 2022 - Jupyter Notebook
A framework for the implementation of candidate generation/retrieval algorithms for recommender systems.
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May 20, 2024 - Rust
Simple and Efficient DiskANN implementation
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May 1, 2024 - C++
Fast and minimal header-only graph-based index for approximate nearest neighbor search (ANNS).
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May 14, 2024 - C++
Similarity search index for Clojure
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Nov 20, 2018 - Shell
HNSW vector search implementations
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Nov 14, 2023 - Shell
Neural conversational model based on DSSM architecture and HNSW.
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Mar 20, 2021 - Jupyter Notebook
Genkit AI framework plugin for HNSW vector database. save data into vector store for Retrieval Augmented Generation (RAG) implementation in Generative AI
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May 9, 2024 - TypeScript
HNSW approximate nearest-neighbour search algorithm in Golang
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Sep 19, 2023 - Go
This system contains the API server, neural models, and UI client, a neural search engine for the COVID-19 Open Research Dataset (CORD-19) , and is referred to covidex.
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Aug 10, 2021 - TypeScript
The thesis presents the parallelisation of a state-of-the art clustering algorithm, FISHDBC. This objective has been achived by improving the main data structures and components of the algorithm: HNSW, MST and HDBSCAN. My contribution is based on a lock-free strategy, completely wrote in Python.
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Jan 16, 2024 - Python
Unstructured data refers to information that is not organised using a predetermined data model or schema and cannot be stored in a conventional relational database system. There are several methods for search unstructured data semantically- That is by taking the actual context/meaning of the sentences.One best approach is index based approach.
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Nov 15, 2022 - Jupyter Notebook
This repo contains the implementation of Parallelized and Distributed HNSW based prediction algorithm using OpenMP and OpenMPI. Solution to Assignment 3 of the course COL380- Introduction to Parallel and Distributed Programming offered in Second (Holi) Semester 2021-22.
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Jul 26, 2022 - C++
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