multimodal-search

PostgreSQL-native semantic search engine with multi-modal capabilities. Add AI-powered search to your existing database without separate vector databases, vendor fees, or complex setup. Features text + image search using CLIP embeddings, native SQL joins, and 10-minute Docker deployment.

Updated Jul 4, 2025
Python

gosling-lang / geranium

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Genomics Visualization Retrieval for Authoring with Multimodality

visualization data-visualization genomics-visualization multimodal-search hidivelab visualization-retrieval geranium

Updated May 6, 2026
Jupyter Notebook

mixpeek / awesome-multimodal-search

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Collections of multimodal search libraries, service and research papers

awesome-list similarity-search vector-search multimodal-search vision-language-model visual-instruction-tuning cross-modal-search

Updated Apr 18, 2025

aws-samples / amazon-bedrock-titan-multimodal-search

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Multimodal saree search app built using Amazon Titan Multimodal Embeddings model

multimodal-search opensearch-serverless amazon-bedrock generative-ai-cdk-constructs

Updated Feb 25, 2026
TypeScript

whenever5225 / MUST

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An Effective and Scalable Framework for Multimodal Search with Target Modality

approximate-nearest-neighbor-search embedding-vectors multimodal-search vector-similarity-search high-dimensional-vectors

Updated Apr 29, 2023
C++

ksm26 / Building-Applications-with-Vector-Databases

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Leverage vector databases to swiftly construct a diverse range of applications through "Building Applications with Vector Databases" course!

recommendation-system recommender-system semantic-search anomaly-detection pinecone deeplearning-ai facial-similarity rag application-development multimodal-search hybrid-system large-language-models retrieval-augmented-generation vector-databases

Updated Feb 8, 2024
Jupyter Notebook

philmcginty / qwen3-vl-embedding-server

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OpenAI-compatible multimodal embedding server for Qwen3-VL-Embedding-2B — embed text, images, or both via a simple REST API.

embeddings image-search rag fastapi vector-search local-first multimodal-search qwen graph-rag multimodal-rag qwen3-vl qwen3-vl-embedding-2

Updated Apr 3, 2026
Python

estelacode / multimodal_search_mcp_architecture

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Low-Latency Multimodal Search Web App with MCP Architecture 🔌🛠️🧠 #StrandsAgentSDK #FasterWhisper #Multilingual #MultimodalSearch #ChromaDB # DockerCompose

docker docker-compose gradio multimodal-search faster-whisper chromadb mcp-server fastmcp mcp-architecture

Updated Mar 24, 2026
Python

Panjete / projDisc

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Multi-Modal Search over fashion datasets. Information Retrieval Tasks optimised using Spotify's Annoy, using text embeddings over captions and words generated from image via classifiers. Experimentation and Optimisation of hyper-parameters

information-retrieval annoy multimodal-search

Updated Aug 19, 2024
Python

philmcginty / qwen-vl-graph-rag

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Local-first multimodal Graph RAG with Qwen3-VL embeddings, Neo4j vector search, and a lightweight visual retrieval console.

neo4j embeddings image-search rag fastapi vector-search local-first multimodal-search qwen graph-rag multimodal-rag qwen3-vl

Updated Apr 23, 2026
Python

ShafqaatMalik / multimodal_document_search

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A powerful multimodal document search engine that converts PDF documents into searchable vector embeddings using OpenAI's CLIP model. Enables cross-modal search across text and images with natural language queries through a modern Streamlit interface.