Skip to content

SingleApi

Internet, programming, artificial intelligence

Menu
  • Home
  • About
  • My Account
  • Registration
Menu

ColPali and Byaldi for reading PDFs with images, Reflection-70B

Posted on September 6, 2024

Multi-modal documents were always a problem, but what I can read now AI developers already made a huge progress, beating traditional PDF parsers. Now we have at least 3 solutions available as publicly available models. Day by day I’m surprised how fast everything goes; I can only read the news to not be left out of mainstream, but to have time for trying everything is impossible.

RAG is increasingly going multi-modal, but document retrieval is tough, and layout gets in your way. But it shouldn't!

Introducing 🪤RAGatouille's Vision-equipped, ColPali-powered sibling: 🐭Byaldi

With just a few lines of code, search through documents, with no pre-processing. pic.twitter.com/PmC5ALajss

— Benjamin Clavié (@bclavie) September 5, 2024

There is also a model which tries to corrects its own mistakes, I think it’s a new approach to that problem. Probably worth to trace the progress in this area also, because it may change a lot in solutions I use now.

I'm excited to announce Reflection 70B, the world’s top open-source model.

Trained using Reflection-Tuning, a technique developed to enable LLMs to fix their own mistakes.

405B coming next week – we expect it to be the best model in the world.

Built w/ @GlaiveAI.

Read on ⬇️: pic.twitter.com/kZPW1plJuo

— Matt Shumer (@mattshumer_) September 5, 2024

Recent Posts

  • Kimi K2.6 and Alibaba Qwen 3.6 AI Advancements Overview
  • Google Gemini 3.1, Anthropic Claude Opus 4.7, OpenAI Codex Enhancements
  • Google Gemini 3.1 TTS and Autonomous Gemini Agent Advances
  • Claude Code Ecosystem and Google Gemma 4 Advancements
  • Claude Code Ultraplan and Google’s Gemma 4 AI Developments

Recent Comments

  • adrian on Anthropic Launches Claude Cowork Powered by Claude Code for AI-Driven Workplace Task Automation and Agentic AI Development
  • adrian on Advancements in AI Foundation Models Agentic Frameworks and Robotics Integration Driving Next Generation AI Ecosystems
  • adrian on n8n DrawThings
  • adrian on Kokoro TTS Model, LLM Apps Curated List
  • adrian on Repo Prompt and Ollama

Archives

Categories

agents ai apple apps automation blender cheatsheet china claude codegen comfyui deepseek devsandbox docker draw things flux gemini gemini cli google hidream hobby huggingface java jenkins langchain langchain4j llama mcp meta n8n news nvidia ollama openai owasp personal thoughts rag release repo prompt spring stable diffusion tts vibe coding whisper work

Meta

  • Register
  • Log in
  • Entries feed
  • Comments feed
  • WordPress.org

Terms & Policies

  • Comments Policy
  • Privacy Policy

Other websites: jreactor bottlenose dolphin

©2026 SingleApi | Design: Newspaperly WordPress Theme
We use cookies on our website to give you the most relevant experience by remembering your preferences and repeat visits. By clicking “Accept”, you consent to the use of ALL the cookies.
Do not sell my personal information.
Cookie settingsACCEPT
Privacy & Cookies Policy

Privacy Overview

This website uses cookies to improve your experience while you navigate through the website. Out of these cookies, the cookies that are categorized as necessary are stored on your browser as they are essential for the working of basic functionalities of the website. We also use third-party cookies that help us analyze and understand how you use this website. These cookies will be stored in your browser only with your consent. You also have the option to opt-out of these cookies. But opting out of some of these cookies may have an effect on your browsing experience.
Necessary
Always Enabled
Necessary cookies are absolutely essential for the website to function properly. This category only includes cookies that ensures basic functionalities and security features of the website. These cookies do not store any personal information.
Non-necessary
Any cookies that may not be particularly necessary for the website to function and is used specifically to collect user personal data via analytics, ads, other embedded contents are termed as non-necessary cookies. It is mandatory to procure user consent prior to running these cookies on your website.
SAVE & ACCEPT