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Projects in Awesome Lists tagged with hybrid-search

A curated list of projects in awesome lists tagged with hybrid-search .

https://github.com/weaviate/weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

approximate-nearest-neighbor-search generative-search grpc hnsw hybrid-search image-search information-retrieval mlops nearest-neighbor-search neural-search recommender-system search-engine semantic-search semantic-search-engine similarity-search vector-database vector-search vector-search-engine vectors weaviate

Last synced: 12 May 2025

https://github.com/semi-technologies/weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

approximate-nearest-neighbor-search generative-search grpc hnsw hybrid-search image-search information-retrieval mlops nearest-neighbor-search neural-search recommender-system search-engine semantic-search semantic-search-engine similarity-search vector-database vector-search vector-search-engine vectors weaviate

Last synced: 10 Dec 2024

https://github.com/paradedb/paradedb

ParadeDB is a modern Elasticsearch alternative built on Postgres. Built for real-time, update-heavy workloads.

aggregations analytics big-data bm25 database elasticsearch full-text-search htap hybrid-search mpp object-storage olap postgresql real-time-analytics similarity-search sparse-vector sql

Last synced: 13 May 2025

https://github.com/infiniflow/infinity

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text

ai-native approximate-nearest-neighbor-search bm25 cpp20 cpp20-modules embedding full-text-search hnsw hybrid-search information-retrival nearest-neighbor-search rag search-engine tensor-database vector vector-database vector-search vectordatabase

Last synced: 12 May 2025

https://github.com/prithivirajdamodaran/flashrank

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

cross-encoder full-text-search hybrid-search lexical-search rag ranking reranking retrieval-augmented-generation semantic-search vector-database vector-search

Last synced: 14 May 2025

https://github.com/PrithivirajDamodaran/FlashRank

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

cross-encoder full-text-search hybrid-search lexical-search rag ranking reranking retrieval-augmented-generation semantic-search vector-database vector-search

Last synced: 08 May 2025

https://github.com/askaitools/askaitools-community-edition

A cutting-edge search engine project tailored specifically for the AI product

ai embedding enterprise-search full-text-search hybrid-search search search-engine semantic-search tools

Last synced: 24 Mar 2025

https://github.com/typesense/showcase-hn-comments-semantic-search

Semantic Search + Keyword Search + Hybrid Search + Filtering + Faceting on 300K HN Comments

hybrid-search semantic-search vector-search

Last synced: 19 Dec 2024

https://github.com/prithivirajdamodaran/spladerunner

Lite weight wrapper for the independent implementation of SPLADE++ models for search & retrieval pipelines. Models and Library created by Prithivi Da, For PRs and Collaboration checkout the readme.

dense-retrieval hybrid-search semantic-search sparse-representations sparse-retrieval splade spladeplusplus vector-search

Last synced: 19 Dec 2024

https://github.com/liamca/sqlite-hybrid-search

Hybrid Search (BM25 & Vector) with SQLite

hybrid-search sqlite vector-search

Last synced: 11 Apr 2025

https://github.com/shaadclt/hybrid-search-rag-langchain-pinecone

This repository contains a Google Colab notebook that demonstrates how to set up and use a hybrid search Retrieval-Augmented Generation (RAG) system using LangChain and Pinecone. The hybrid search combines vector embeddings and sparse (BM25) encodings to provide efficient and accurate information retrieval.

hybrid-search langchain pinecone

Last synced: 09 Apr 2025

https://github.com/iamarunbrahma/rag-ingest

RAG-Ingest: A tool for converting PDFs to markdown and indexing them for enhanced Retrieval Augmented Generation (RAG) capabilities.

aws-s3 contextual-retrieval document-ingestion hybrid-search information-retrieval llamaindex ollama pdf-to-markdown qdrant qdrant-rag retrieval-augmented-generation

Last synced: 22 Apr 2025

https://github.com/syed007hassan/investment-search

This application implements an advanced company search and ranking system using a hybrid search approach that combines vector similarity search (using PgVector) and traditional full-text search in PostgreSQL.

docker fastapi full-text-search gpt-4o hybrid-search openai pgvector postgresql react redis vector-search

Last synced: 23 Mar 2025

https://github.com/iamarunbrahma/rag-api

RAG-API: A production-ready Retrieval Augmented Generation API leveraging LLMs, vector databases, and hybrid search for accurate, context-aware responses with citation support.

anthropic aws-s3 citations fastapi hybrid-search llamaindex llm-apps ollama openai qdrant rag-application retrieval-augmented-generation tavily

Last synced: 02 Apr 2025

https://github.com/machinelearningzh/ogd_ai-search

Semantic, lexical, multilingual search in your OGD metadata catalog.

ai hybrid-search machine-learning ogd openai opendata python semantic-search semanticsearch streamlit weaviate

Last synced: 22 Nov 2024

https://github.com/v-ade-r/chatbot-based-on-contextual-rag-full-opensource

Chatbot based on Contextual RAG with Hybrid Search and Reranking with short conversation history awareness, fully OpenSource.

chatbot contextual-retrieval fastapi hybrid-search llm ollama rag reranking

Last synced: 31 Mar 2025

https://github.com/astrabert/llamaindex-docs-agent

A simple ReAct agent that has access to LlamaIndex docs and to the internet to provide you with insights on LlamaIndex itself.

agentic-ai ai chatbot documentation fastapi gradio hybrid-search llama-index llms qdrant rag react-agent routing-engine tavily-search

Last synced: 26 Feb 2025

https://github.com/jesse-c/notes-app-hybrid-search

Make your notes from Notes.app searchable via hybrid search.

bm25 hybrid-search macos notes-app semantic-search vespa

Last synced: 24 Mar 2025

https://github.com/jackleejm/rag-medication-ner

An LLM-powered RAG application for medication Named Entity Recognition (NER)

docker docker-compose healthcare hybrid-search llm ner ollama qdrant rag reranking

Last synced: 16 Mar 2025

https://github.com/salman-aziz-4425/flowthink-backend

A React-based visual interface that allows users to connect YouTube videos to chat nodes and interact with video content through a conversational interface.

embeddings hybrid-search langchain ollama openai python rags

Last synced: 28 Mar 2025

https://github.com/ksm26/vector-databases-embeddings-applications

Unlock the power of vector databases with the "Vector Databases: from Embeddings to Applications" course! A journey that will equip you with essential skills to leverage vector databases for various applications.

embeddings generative-ai hybrid-search image-recognition knn knn-classification machine-learning multilingual-search natural-language-processing rag recommender-system retrieval-augmented-generation semantic-search vector-database

Last synced: 28 Mar 2025

https://github.com/ashwantmanikoth/aipoweredwebcrawler

This is a AI powered crawler that can search the web for information based on your input.

crawler deepseek groq-api hybrid-search llama llm pydantic python rag reranking retrieval-augmented-generation

Last synced: 10 Feb 2025

https://github.com/ashwantmanikoth/intellilsearch

This is a AI powered crawler that can search the web for information based on your input.

crawler deepseek groq-api hybrid-search llama llm pydantic python rag reranking retrieval-augmented-generation

Last synced: 03 Mar 2025