Bm25 Collection

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🔥Fire

★★★

“Easy to use open source fast database for search | Good alternative to Elasticsearch | Drop-in replacement for E in the ELK stack”

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⚙️Steel

★★★

“Simple, Elastic-quality search for Postgres”

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🔥Fire

★★

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

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🔮Psychic

★★

“AdalFlow: The library to build & auto-optimize LLM applications.”

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⚔️Fighting

★★

“PostgreSQL extension for BM25 relevance-ranked full-text search. Postgres OSS licensed.”

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📦Normal

★★

“A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.”

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⚙️Steel

★★

“SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.”

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🔮Psychic

★★

“Fast BM25 search in Python, powered by Numpy and Numba”

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⚡Electric

★★

“Developer friendly Natural Language Processing ✨”

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🔮Psychic

★★

“A Collection of BM25 Algorithms in Python”

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🔮Psychic

★★

“🧠 纯原生 Python 实现的 RAG 框架 | FAISS + BM25 混合检索 | 支持 Ollama / SiliconFlow | 适合新手入门学习”

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🔮Psychic

★★

“Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包，支持亿级数据文搜文、文搜图、图搜图，python3开发，开箱即用。”

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🔮Psychic

★★

“Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛 2024 季军方案”

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🔥Fire

★★

“The First Real-Time Search Analytics Database”

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⚙️Steel

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“Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as native MCP tools for Claude Code and Codex CLI.”

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🔮Psychic

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“Neural Search”

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🔮Psychic

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“对四种句子/文本相似度计算方法进行实验与比较”

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🌊Water

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“Supercharge AI Agents, Safely”