OpenText Unstructured Data Analytics vs. Restructured vs. StarCoder Comparison


OpenText Unstructured Data Analytics OpenText	Restructured Kolena	StarCoder BigCode	+
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About OpenText™ Unstructured Data Analytics products employ AI and machine learning to help organizations uncover and leverage key insights stored deep within their unstructured data, including text, audio, video, and images. Organizations can connect all their data to understand the context and information locked inside high-growth unstructured content—at scale. Discover insights hidden within all types of media with unified text, speech, and video analytics that support more than 1,500 data formats. Use natural language processing, optical character recognition (OCR), and other AI-powered models to understand and track the meaning within unstructured data. Employ the latest innovations in machine learning and deep neural networks to understand written and spoken language in data, revealing greater insights.	About Restructured is an AI-powered platform designed to help businesses extract insights from unstructured data at scale. Whether dealing with documents, images, audio, or video, it combines LLM capabilities with advanced search and retrieval methods to not only index information but also understand it in context. Restructured transforms massive datasets into actionable insights, making complex data easy to navigate and analyze.	About StarCoder and StarCoderBase are Large Language Models for Code (Code LLMs) trained on permissively licensed data from GitHub, including from 80+ programming languages, Git commits, GitHub issues, and Jupyter notebooks. Similar to LLaMA, we trained a ~15B parameter model for 1 trillion tokens. We fine-tuned StarCoderBase model for 35B Python tokens, resulting in a new model that we call StarCoder. We found that StarCoderBase outperforms existing open Code LLMs on popular programming benchmarks and matches or surpasses closed models such as code-cushman-001 from OpenAI (the original Codex model that powered early versions of GitHub Copilot). With a context length of over 8,000 tokens, the StarCoder models can process more input than any other open LLM, enabling a wide range of interesting applications. For example, by prompting the StarCoder models with a series of dialogues, we enabled them to act as a technical assistant.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Enterprise organizations	Audience Data analysts, business analysts, portfolio managers, business operation managers, market researchers	Audience Developers interested in an LLM for code generation
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos No images available	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing $99/user/month Free Version Free Trial	Pricing Free Free Version Free Trial
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Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information OpenText Founded: 1991 Canada www.opentext.com/products/unstructured-data-analytics	Company Information Kolena Founded: 2022 United States www.kolena.com/restructured/	Company Information BigCode Founded: 2023 huggingface.co/blog/starcoder
Alternatives KnowledgeHound	Alternatives OpenText Unstructured Data Analytics OpenText	Alternatives CodeGemma Google
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Watson Natural Language Understanding IBM	Kadoa	Tabby Tabby ML
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Categories AI Data Analytics Artificial Intelligence Business Intelligence Data Analysis Enterprise Search Natural Language Processing Qualitative Data Analysis Text Analytics Text Mining Unstructured Data Analysis Video Analytics Video Surveillance	Categories AI Data Analytics AI Research Tools AI Web Scrapers Artificial Intelligence Data Analysis Data Extraction Intelligent Document Processing Qualitative Data Analysis Unstructured Data Analysis	Categories AI Code Generators AI Coding Assistants AI Copilots AI Models AI Tools Large Language Models
Show More Features Enterprise Search Features AI / Machine Learning eDiscovery Faceted Search / Filtering Full Text Search Fuzzy Search Indexing Text Analytics
Integrations Azure Marketplace ChatGPT CodeQwen Git GitHub LM Studio OpenAI Python Tabby Taylor AI Visual Studio Code Show More Integrations View All 1 Integration	Integrations Azure Marketplace ChatGPT CodeQwen Git GitHub LM Studio OpenAI Python Tabby Taylor AI Visual Studio Code Show More Integrations	Integrations Azure Marketplace ChatGPT CodeQwen Git GitHub LM Studio OpenAI Python Tabby Taylor AI Visual Studio Code Show More Integrations View All 10 Integrations
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