A Python nearest neighbor descent for approximate nearest neighbors
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Oct 17, 2025 - Python
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approximate-nearest-neighbor-search
Here are 56 public repositories matching this topic...
PECOS - Prediction for Enormous and Correlated Spaces
machine-learning-algorithms transformers approximate-nearest-neighbor-search extreme-multi-label-classification extreme-multi-label-ranking
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Feb 1, 2025 - Python
Pure python implementation of product quantization for nearest neighbor search
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Jun 7, 2025 - Python
⚡ A fast embedded library for approximate nearest neighbor search
information-retrieval cython image-search approximate-nearest-neighbor-search product-quantization vector-quantization hnsw vector-search neural-search
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Jul 21, 2023 - Python
(distributed) vector database
embeddings nearest-neighbor-search semantic-search-engine vectors approximate-nearest-neighbor-search semantic-search similarity-search hnsw vector-database vector-search-engine
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Aug 18, 2024 - Python
A lightweight benchmark for approximate nearest neighbor search
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May 23, 2023 - Python
A High-Efficiency System of Large Language Model Based Search Agents
agent information-retrieval ai approximate-nearest-neighbor-search post-training rag llm rlhf llm-serving vllm efficient-ai
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Jul 2, 2025 - Python
🐍 Python bidding for the Hora Approximate Nearest Neighbor Search Algorithm library
python search search-engine python-library artificial-intelligence recommendation-system image-search approximate-nearest-neighbor-search
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Oct 11, 2021 - Python
Fast k-NN graph construction for slow metrics
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Aug 20, 2025 - Python
Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.
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Jan 7, 2021 - Python
A Python package for hubness analysis and high-dimensional data mining
data-science machine-learning data-mining high-dimensional-data nearest-neighbor-search approximate-nearest-neighbor-search hubness
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May 31, 2024 - Python
A pure Python-implemented, lightweight, server-optional, multi-end compatible, vector database deployable locally or remotely.
search nlp search-engine database matching nearest-neighbor-search image-search recommender-system pure-python approximate-nearest-neighbor-search similarity-search knn-algorithm rag vector-search vector-database neural-search embedding-similarity vectordb llm-chain
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Aug 11, 2025 - Python
Hi. I am jann. I am text input - text output chatbot model that is JUST approximate nearest neighbour.
python bot language flask machine-learning tensorflow chatbot chatterbot nearest-neighbor-search conversation approximate-nearest-neighbor-search universal-sentence-encoder
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Apr 16, 2022 - Python
Bi-encoder Based Entity Linking Tutorial. You can run experiment only in 5 minutes. Experiments on Co-lab pro GPU are also supported!
natural-language-processing approximate-nearest-neighbor-search bert entity-linking named-entity-disambiguation allennlp
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May 3, 2021 - Python
Zero-shot Entity Linking with blitz start in 3 minutes. Hard negative mining and encoder for all entities are also included in this implementation.
natural-language-processing approximate-nearest-neighbor-search bert entity-linking zero-shot-learning faiss allennlp zero-shot-retrieval
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Jun 12, 2023 - Python
kd-tree locality-sensitive-hashing tf-idf mapreduce k-means approximate-nearest-neighbor-search mixture-model latent-dirichlet-allocation word-count gibbs-sampling em-algorithm hidden-markov-models hierarchical-clustering agglomerative-clustering k-nearest-neighbors dendrogram k-means-plus-plus divisive-clustering
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Jan 31, 2019 - Python
Vector Index Benchmark for Embeddings (VIBE) is an extensible benchmark for approximate nearest neighbor search methods, or vector indexes, using modern embedding datasets.
python benchmark embeddings nearest-neighbor-search approximate-nearest-neighbor-search vector-search embedding-vectors vector-database vector-index
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Oct 20, 2025 - Python
🏘️ Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings
entity-resolution knowledge-graph nearest-neighbors approximate-nearest-neighbor-search embedding hubness knowledge-graph-embedding entity-alignment
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Apr 23, 2024 - Python
Serverless, lightweight, and fast vector database on top of DynamoDB
search search-engine information-retrieval lsh nearest-neighbor-search serverless-framework semantic-search-engine recommender-system serverless-architectures approximate-nearest-neighbor-search semantic-search similarity-search knn-algorithm vector-search vector-database vector-search-engine embedding-similarity
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Dec 7, 2023 - Python
An open source framework for Retrieval-Augmented System (RAG) uses semantic search helps to retrieve the expected results and generate human readable conversational response with the help of LLM (Large Language Model).
pdf machine-learning ocr deep-neural-networks openai docx approximate-nearest-neighbor-search semantic-search document-parser rag fastapi vector-database inference-api openai-api llm retrieval-augmented-generation llama2
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Nov 21, 2025 - Python
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