Alternatives to Colpali Cookbooks

ViDoRe Benchmark: an open visual document retrieval benchmark and ColPali model suite for enterprise RAG evaluation.

Free web playground that pits two anonymous OCR models against each other on your own documents, with a community ELO leaderboard.

Open-source Microsoft Research RAG that builds a knowledge graph and community summaries from your documents, then queries them in four modes.

OpenCrab turns your documents into versioned ontology knowledge packs that Claude, ChatGPT, Cursor and Codex query through one MCP URL.

RAGatouille brings ColBERT late-interaction retrieval into any Python RAG pipeline — train, index, and search in a few lines.

Multimodal retrieval API that gives AI agents evidence, not raw search hits

DeepSeek-OCR compresses full pages into vision tokens for cheap, accurate document OCR.

Lance is an open lakehouse format for multimodal AI, pairing a file format, table format, and catalog spec with hybrid vector and full-text search on object

Elasticsearch Labs: free tutorials, notebooks, and reference apps for AI search, vector search, and RAG on Elasticsearch.

Document AI that reads contracts, manuals, and policies in full, cites every answer, then acts in your existing tools.

Research lab behind SID-1, an agentic search model for AI context retrieval.

Iris.ai builds an auditable AI knowledge layer so regulated teams can defend every answer in an audit.

SwarmVault is a local-first knowledge compiler that turns your files into a provenance-tracked wiki and knowledge graph you actually own.

Browser-based Markdown converter with 37 tools for PDF, DOCX, URL, spreadsheet, and platform-content conversions.

Markup turns PDFs and long text into structured NLP and ML datasets with AI-assisted annotation in the browser

Ragie Connect syncs Google Drive, Notion, Slack, and Confluence into an agent-ready RAG context engine via API.

Nucleoid is a declarative logic runtime — D(L)RE — that gives neuro-symbolic AI systems a traceable reasoning engine and built-in persistence.