Search Engine Python Packages

lancedb

Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

pyvespa

Python API for https://vespa.ai, the open big data serving engine

langchain-milvus

The LangChain wrapper of Milvus vector database for efficient vector search, full-text search, hybrid retrieval and RAG.

usearch

Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

brave-search

Search for words, documents, images, videos, news and maps using the Brave search engine. Downloading files and images to a local hard drive.

nucliadb-telemetry

NucliaDB, The AI Search database for RAG

nucliadb-protos

NucliaDB, The AI Search database for RAG

nucliadb-utils

NucliaDB, The AI Search database for RAG

nucliadb-models

NucliaDB, The AI Search database for RAG

nucliadb-sdk

NucliaDB, The AI Search database for RAG

nucliadb-dataset

NucliaDB, The AI Search database for RAG

nucliadb

NucliaDB, The AI Search database for RAG

txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

lilbee

Terminal-first local search and AI chat over your documents, code, and crawled websites. Semantic + hybrid search, vision OCR, auto-built wiki, browsable GGUF model catalog. Works as CLI, TUI, MCP server, REST API, or Python library. Offline by default, no sidecar services.

paddlenlp

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

nidx-protos

NucliaDB, The AI Search database for RAG

zvec

A lightweight, lightning-fast, in-process vector database

usearch-iscc

Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

search-engine-parser

Lightweight package to query popular search engines and scrape for result titles, links and descriptions

velesdb

VelesDB is a local‑first AI data engine written in Rust that unifies vectors, full‑text and graph in a single file with a familiar SQL‑like language. Instead of sending every RAG or semantic search query to a remote cluster, VelesDB runs directly on your server, laptop, browser, mobile or edge device — no cloud dependency, no external services, ..

breame

Lightweight utility tools for the detection of multiple spellings, meanings, and language-specific terminology in British and American English

nidx-binding

NucliaDB, The AI Search database for RAG

tool-helpers

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

fast-dataindex

Easy-to-use and powerful LLM and SLM library with awesome model zoo.