Projects in Awesome Lists tagged with vectorsearch

https://github.com/dicklesworthstone/fast_vector_similarity

The Fast Vector Similarity Library is designed to provide efficient computation of various similarity measures between vectors.

embedding-vectors llm similarity vector vectorsearch

Last synced: 16 May 2025

https://github.com/HelixDB/helix-db

HelixDB is a powerful, graph-vector database built in Rust for millisecond query latency and ease of use.

ai cli database databases graph-database helix helixdb neo4j qdrant rag rust rust-crate rust-lang surrealdb vector vector-database vector-db vectorsearch

Last synced: 02 May 2025

https://github.com/Dicklesworthstone/fast_vector_similarity

The Fast Vector Similarity Library is designed to provide efficient computation of various similarity measures between vectors.

embedding-vectors llm similarity vector vectorsearch

Last synced: 18 Apr 2025

https://github.com/plastic-labs/honcho

The Identity layer for the agentic world

agents ai context langchain llm memory personalization vectorsearch

Last synced: 10 Jun 2025

https://github.com/marqo-ai/marqo-fashionclip

State-of-the-art CLIP/SigLIP embedding models finetuned for the fashion domain. +57% increase in evaluation metrics vs FashionCLIP 2.0.

clip embeddings fashion-classifier fashionclip informationretrieval multimodal recomendations search transformers vectorsearch vision-transformer

Last synced: 30 Jul 2025

https://github.com/anshkathpal/documentor-pdfchatbot

DocuMentor is a sophisticated chatbot application designed to assist users in extracting valuable information from uploaded PDF documents. Users can upload PDF files, chat with the AI chatbot to ask questions or seek information related to the document, and receive well-informed responses.

chatgpt chromadb embeddings flask langchain openai python reactjs vectorsearch

Last synced: 11 Apr 2026

https://github.com/couchbase-examples/hybrid-search-demo

Hybrid Search demo on Movies Dataset using Couchbase with Native Python SDK & LangChain Vector Store integration & Streamlit

couchbase langchain-python movies streamlit streamlit-application vectorsearch

Last synced: 20 Feb 2026

https://github.com/hsm207/haystack-weaviate-docker-compose

How to use configure haystack to use weaviate

demo neural-search nlp semantic-search vectorsearch

Last synced: 18 Feb 2026

https://github.com/couchbase-examples/qa-bot-demo

Q&A Chatbot Demo using Couchbase, LangChain, OpenAI and Streamlit

couchbase langchain-python openai qa-bot rag streamlit vectorsearch

Last synced: 20 Feb 2026

https://github.com/ksm26/retrieval-optimization-from-tokenization-to-vector-quantization

The course provides a comprehensive guide to optimizing retrieval systems in large-scale RAG applications. It covers tokenization, vector quantization, and search optimization techniques to enhance search quality, reduce memory usage, and balance performance in vector search systems.

data-science embeddingmodels hnsw machine-learning machinelearning natural-language-processing rag rag-systems ragsystems retrieval-augmented-generation retrievaloptimization search-algorithm search-optimization searchoptimization tokenization vectorquantization vectorsearch