FlashRank alternatives

Open-source alternatives to FlashRank in Model Training, Data & Retrieval, connected by typed relationships and shared categories - ranked with live GitHub stats, not marketing.

Head-to-head comparisons

Also in the same categories

Tools that solve adjacent problems in FlashRank's categories.

transformers

huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models

162k 34kPython

model-trainingdata-retrieval

langflow

langflow-ai/langflow

Langflow is a powerful platform for building and deploying AI-powered agents and workflows.

151k 9.5kPython

data-retrieval

firecrawl

firecrawl/firecrawl

The API to search, scrape, and interact with the web at scale.

147k 8.5kTypeScript

data-retrieval

LLMs-from-scratch

rasbt/LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch

99k 15kJupyter Notebook

model-training

vllm

vllm-project/vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

86k 19kPython

model-training

PaddleOCR

PaddlePaddle/PaddleOCR

PaddleOCR: A powerful OCR toolkit for transforming PDFs/images into structured data

85k 11kPython

data-retrieval

graphify

Graphify-Labs/graphify

AI coding assistant skill that transforms various file types into a queryable knowledge graph

79k 7.8kPython

data-retrieval

worldmonitor

koala73/worldmonitor

Real-time global intelligence dashboard.

62k 9.6kTypeScript

data-retrieval

llm-app

pathwaycom/llm-app

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data.

59k 1.4kJupyter Notebook

data-retrieval

meilisearch

meilisearch/meilisearch

Meilisearch is a lightning-fast search engine API that brings AI-powered hybrid search to your sites and applications.

58k 2.6kRust

data-retrieval

mempalace

MemPalace/mempalace

A benchmarked open-source AI memory system that stores conversation history verbatim.

57k 7.4kPython

data-retrieval

daily_stock_analysis

ZhuLinsen/daily_stock_analysis

LLM 驱动的多市场股票智能分析系统

55k 48kPython

data-retrieval

llama_index

run-llama/llama_index

LlamaIndex is the leading document agent and OCR platform

51k 7.7kPython

data-retrieval

huginn

huginn/huginn

A platform for building agents to automate web tasks

50k 4.3kRuby

data-retrieval

JeecgBoot

jeecgboot/JeecgBoot

JeecgBoot AI低代码平台

47k 16kJava

model-training

ray

ray-project/ray

Unified framework for scaling AI and Python applications

43k 7.8kPython

model-training

tidb

pingcap/tidb

TiDB is an open-source, cloud-native distributed SQL database with ACID guarantees and native support for transactions, analytics, and vector search.

40k 6.2kGo

data-retrieval

quivr

QuivrHQ/quivr

Opiniated RAG for integrating GenAI in your apps

39k 3.7kPython

data-retrieval

ai-engineering-from-scratch

rohitg00/ai-engineering-from-scratch

Learn it. Build it. Ship it for others.

38k 6.3kPython

model-training

ai-engineering-hub

patchy631/ai-engineering-hub

AI Engineering Hub

36k 6.0kJupyter Notebook

model-training

Vane

ItzCrazyKns/Vane

Vane: A privacy-focused AI answering engine for your own hardware.

36k 3.9kTypeScript

data-retrieval

khoj

khoj-ai/khoj

Your AI second brain

36k 2.3kPython

data-retrieval

OpenMontage

calesthio/OpenMontage

World's first open-source, agentic video production system.

35k 4.0kPython

model-trainingdata-retrieval

PageIndex

VectifyAI/PageIndex

PropertyParams 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

34k 3.0kPython

data-retrieval