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Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.

LLM4Free — All-in-one Python toolkit for web search, AI interaction (40+ free providers), digital utilities, and more. Formerly WebScout.

Recipes for learning, fine-tuning, and adapting ColPali to your multimodal RAG use cases. 👨🏻‍🍳

.NET client for Meilisearch

⚡ Local chat assistants with AI superpowers

Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.

Text2Text Language Modeling Toolkit

A fuzzy key value store based on semantic similarity rather lexical equality.

Home of the AI workforce - Multi-agent system, AI agents & tools

Vision Document Retrieval (ViDoRe): Benchmark. Evaluation code for the ColPali paper.

DeepContext is an MCP server that adds symbol-aware semantic search to Claude Code, Codex CLI, and other agents for faster, smarter context on large codebases.

🗣 An overlay that gets your user’s voice permission and input as text in a customizable UI

Python client for Antarys vector database, optimized for large-scale vector operations with built-in caching, parallel processing, and dimension validation.

A client side vector search library that can embed, store, search, and cache vectors. Works on the browser and node. It outperforms OpenAI's text-embedding-ada-002 and is way faster than Pinecone and other VectorDBs.

[ICLR'26] AutoGEO: a Generative Engine Optimization framework to automatically learn generative engine preferences, and rewrite web contents for more traction.

A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.

🤖 AI chat & search summaries in Google Search, powered by the latest LLMs

Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers

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

Lightweight, In-memory, Semantic Search, Text Vector Database to embed in any .NET Application