Did you know you can batch process as many documents as you want with Unstructured Serverless API? We support over 25 different file types, and best of all, ingesting documents from a source is the fastest way to transform your data! Here's how to get started: 1. Watch this short Quickstart video: https://lnkd.in/gvg4-5x8 2. Grab your API Key: app.unstructured.io 3. Use this code sample with your API key: https://bit.ly/3yC6LCB Don't forget: You get 1000/pages a day for FREE for the first 14 days! #WhateverItIsWeCanStructureIt
unstructured.io
Software-Entwicklung
San Francisco, CA 15,440 followers
Get your data RAG-ready. #ETLforLLMs
Über uns
At Unstructured, we're on a mission to give organizations access to all their data. We know the world runs on documents—from research reports and memos, to quarterly filings and plans of action. And yet, 80% of this information is trapped in inaccessible formats leading to inefficient decision-making and repetitive work. Until now. Unstructured captures this unstructured data wherever it lives and transforms it into AI-friendly JSON files for companies who are eager to fold AI into their business.
- Website
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http://www.unstructured.io/
External link for unstructured.io
- Industrie
- Software-Entwicklung
- Größe des Unternehmens
- 11-50 Mitarbeiter
- Hauptsitz
- San Francisco, CA
- Typ
- In Privatbesitz
- Gegründet
- 2022
- Spezialitäten
- nlp, natural language processer, data, unstructured, LLM, Large Language Model, AI, RAG, Machine Learning, Open Source, API, Preprocessing Pipeline, Machine Learning Pipeline, Data Pipeline, artificial intelligence, and database
Standorte
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Primäre
Wegbeschreibung erhalten
San Francisco, CA, US
Employees at unstructured.io
Aktualisierungen
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🚀 We've just released a new Colab notebook that builds on our recent blog post about choosing embedding models. This notebook features a complete data processing pipeline, including an embedding model evaluation step! 🔍 Compare top models like BAAI/bge-large-en-v1.5, mukaj/fin-mpnet-base, and Snowflake/snowflake-arctic-embed-l on real financial reports. Want to test your favorite models or datasets? No problem – the notebook is fully customizable! 🔗 Check it out: 📓 Notebook: https://lnkd.in/g8ZeA5se 📖 Blog post: https://lnkd.in/e7tsg8CU #NLP #MachineLearning #DataScience #EmbeddingModels
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unstructured.io reposted this
MLOps | GenAI | AI Engineer | Machine Learning Engineer | Data Science | Quant Developer | Microsoft Azure | Python
How to use RAG for tons of documents, espicially those with tables? I found this article really amazing! Solutions used: KDB.AI (from KX) for vector databases. unstructured.io for data extraction. https://lnkd.in/eCdac4Du
High-Precision RAG for Table Heavy Documents… (Using LangChain, Unstructured.io, & KDB.AI)
medium.com
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Looking to turn your AI app ideas into reality? Join us at RAG++ New York! Experience live demos, connect with industry experts, and participate in a hands-on hack session. You don't want to miss this!
* OUR RAG++ EVENT IS COMING TO NYC THIS FALL! * Join us for RAG++ NYC on 4th September: 🧠 Learn about the latest in GenAI and RAG tech 🍻 Network and enjoy the views on Pier Sixty 🎉 Have fun hacking! You'll also learn about how to successfully build AI applications from industry experts working at Priceline, PayPal and unstructured.io. Register now → https://dtsx.io/4fLvCnZ #GenAI #DeveloperCommunity #RAGPlusPlus
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Unstructured is the fastest way to transform ALL your complex data 🚀 Getting started has never been easier: 📺 https://lnkd.in/gvg4-5x8 #WhateverItIsWeCanStructureIt
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Join us for a Pre-AI Conference Hack Day! 🚀 Unstructured is teaming up with Weaviate and others to host an exciting Hack Day to start The AI Conference week in San Francisco. Hack Day is on September 9th, from 10 AM to 7 PM PST. Come for inspiring Lightning Talks from industry leaders and stay to showcase your innovative demos and win prizes! Sign up now at https://lnkd.in/gjyapN-2 to secure your spot!
Kickstart your week at The AI Conference with an epic Hack Day in San Francisco! From Hack Nights at GitHub to the all-new Hack Day, we're taking things to the next level. 🚀 What you can expect: 🎤 Lightning Talks by incredible people at incredible companies 🧑💻 Demo Challenge: Showcase your creativity by building with cutting-edge technologies. 🎁 Prizes: As always, prizes always get the energy going, so we're bringing them back with even better prizes! Sign up here: https://lu.ma/bsype6t6 Lightning AI Cerebras Systems FriendliAI unstructured.io Edge AssemblyAI Neo4j Haystack by deepset
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unstructured.io reposted this
Ready for The AI Conference? On September 9th, we're hosting a Hack Day with some of the most exciting companies in the AI space. Come for a day of fun, learning, and building with some incredible companies including Lightning AI Cerebras Systems FriendliAI unstructured.io AssemblyAI Neo4j deepset. Weaviate is presenting this program with some of our beloved partners and there's going to be a variety of challenges, networking opportunities to connect with experts in the industry, and of course tons of prizes. This event will be hosted in the heart of San Francisco at the Digital Garage on Market St! Excited to meet you there 🤩
Kickstart your week at The AI Conference with an epic Hack Day in San Francisco! From Hack Nights at GitHub to the all-new Hack Day, we're taking things to the next level. 🚀 What you can expect: 🎤 Lightning Talks by incredible people at incredible companies 🧑💻 Demo Challenge: Showcase your creativity by building with cutting-edge technologies. 🎁 Prizes: As always, prizes always get the energy going, so we're bringing them back with even better prizes! Sign up here: https://lu.ma/bsype6t6 Lightning AI Cerebras Systems FriendliAI unstructured.io Edge AssemblyAI Neo4j Haystack by deepset
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Unstructured was thrilled to participate in guest lecturing today on a user case study for Multimodal RAG in Jason Liu and Dan Becker's "Systematically Improving RAG Applications" cohort-based course -- you can sign up for the next cohort at https://lnkd.in/gEjebY7p We focused on a recent case study we've previously blogged about, which you can check out here: https://lnkd.in/gznF8-Ts Stay tuned for more content on Multimodal RAG!
Multimodal RAG for Slide Generation from PDFs – Unstructured
unstructured.io
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⏰ New blog post: “Using Danswer with Unstructured for Production RAG Chat With Your Docs” In this blog post, we describe: ✅ What DanswerAI can enable for RAG in Production ✅ How we created an integration in a new fork of Danswer to process Google Drive content via the Unstructured Serverless API ✅ How to deploy this local version in Docker ✅ The results when we try this out with a proxy for a call transcript: lines from Episode 1 of the Office Give it a read at: https://lnkd.in/gtjPWWmA
Integrate Unstructured into your Production-ready System in 5 easy steps – Unstructured
unstructured.io
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unstructured.io reposted this
🤖 Business Process Automation with AI |👩💼👨💼I help companies leverage AI to drive growth and innovation | Grow your business with me 👇
A wrong chunking strategy may break an entire RAG. That's why I love the "By Similarity" chunking strategy described by Maria Khalusova. Instead of guessing or cutting text in random places, you can use embeddings to determine whether two pieces of text are similar and should belong to the same chunk. It works best for chaotic writing where the author diverges in every paragraph, solving the chunking problem of texts incompatible with any other chunking strategy. #ai #rag
⏰ Check out our new blog post : “Chunking for RAG: best practices”. Chunking is a crucial data preprocessing step for RAG systems, but finding the optimal approach can be complex. In this post, we talk about the reasons for chunking data, explore common methods, and highlight Unstructured smart chunking strategies that preserve the semantic structure of your documents. These strategies ensure uninterrupted information flow and enhance retrieval precision, improving your RAG systems’ performance. Key takeaways: - Understanding the importance of chunking for RAG - Common chunking methods - Unstructured's smart chunking strategies - Practical tips for chunking optimization Get started for FREE with our Serverless API and bring your RAG system's performance to the next level. We can't wait to see what you build! Read the full blog post here: https://lnkd.in/eGNvyuJz
Considerations for Chunking for Optimal RAG Performance – Unstructured
unstructured.io