colpali 开源项目推荐（78 个）

morphik-org /morphik-core

开源多模态检索引擎（Morphik Core）

illuin-tech /colpali

The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.

liweiphys /layra

LAYRA—an enterprise-ready, out-of-the-box solution—unlocks next-generation intelligent systems powered by visual RAG and limitless visual multi-step agent workflow orchestration.

AnswerDotAI /byaldi

Use late-interaction multi-modal models such as ColPali in just a few lines of code.

adithya-s-k /VARAG

Vision-Augmented Retrieval and Generation (VARAG) - Vision first RAG Engine

Softlandia-Ltd /vision-is-all-you-need

Serverless Modal + FastAPI + React + ColPali + Qdrant + GPT4o Vision RAG (V-RAG) Demo

tonywu71 /colpali-cookbooks

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

lightonai /fast-plaid

多向量搜索高性能引擎

illuin-tech /vidore-benchmark

愿景文档检索（ViDoRe）：基准。ColPali 论文的评估代码。

s-emanuilov /litepali

LitePali is a minimal, efficient implementation of ColPali for image retrieval and indexing, optimized for cloud deployment.

athrael-soju /Snappy

🐊 Snappy's unique approach unifies vision-language late interaction with structured OCR for region-level knowledge retrieval. Like the project? Drop a star! ⭐

ddickmann /vllm-factory

Production inference for encoder models - ColBERT, GLiNER, ColPali, embeddings etc. - as vLLM plugins for online and in-process deployment

ruvnet /rupixel

Pixel-native visual RAG ported to Rust on the ruvector ANN substrate (HNSW + IVF-Flat) — screenshot/document retrieval over visual embeddings, a Rust port of PixelRAG, with a metaharness benchmark CLI: npx rupixel

dame-cell /VisionRAG

A new novel multi-modality (Vision) RAG architecture

M-kadi /AgnosticRag-Q

Cloud-agnostic Agentic AI & Multi-Modal RAG platform with GraphRAG, intelligent routing, MCP enterprise integrations (Odoo, PostgreSQL), and pluggable LLM providers.

hcompai /late-interaction-kernels

Fused Triton kernels for late-interaction (MaxSim) scoring

ddickmann /colsearch

High-performance late-interaction retrieval engine for on-prem AI. ColBERT/ColPali multi-vector search with Rust fused MaxSim, Triton GPU kernels, ROQ quantization, LEMUR routing, WAL-backed CRUD, and a FastAPI server — single machine, CPU or GPU.

athrael-soju /little-scripts

A monorepo containing various utility scripts, tools, and applications for development, automation, and AI-powered tasks.

NxtGenLegend /TreeHacks-ZoneOut

#3 Winner of Best Use of Zoom API at Stanford TreeHacks 2025! An AI-powered meeting assistant that captures video, audio and textual context from Zoom calls using multimodal RAG.

hyun-yang /MyColPali

The PyQt6 application using ColPali and OpenAI to show Efficient Document Retrieval with Vision Language Models