The CogniTech Systems CORE AI Model Library is a comprehensive resource that provides detailed information about a wide range of large language models (LLMs) and traditional AI models accessible through the CORE business automation platform. This meticulously curated library is designed to support users in exploring and leveraging advanced AI technologies from industry-leading providers.
The library offers an extensive overview of models from renowned companies, ensuring that users can find and utilize the most suitable AI technologies for their specific applications. It includes a diverse selection of models, each with its own unique capabilities and strengths. The library is organized to facilitate easy navigation, allowing users to quickly identify the most appropriate models for their needs.
Key features of the CogniTech Systems CORE AI Model Library include:
OpenAI is a leading AI research organization focused on developing advanced technologies in natural language understanding, text generation, code assistance, and image creation. They are known for their cutting-edge models and commitment to ethical AI, aiming to ensure that artificial intelligence benefits all of humanity.
GPT-4o Mini is a highly efficient and compact variant of OpenAI’s GPT-4o model, designed to deliver robust natural language generation with optimized performance and resource usage. It is ideal for applications requiring both high capability and efficient operation.
Text generation, Conversation, Complex reasoning & analysis, Resource efficiency, Versatility, Customization
GPT-4o is a state-of-the-art language model by OpenAI, designed to generate human-like text with advanced capabilities in understanding and creating contextually relevant content. It excels in various applications, from complex reasoning to generating coherent text across diverse topics.
Text generation, Conversation, Complex reasoning & analysis, High performance, Versatility
GPT-4 Turbo is a highly efficient and scalable variant of GPT-4, designed to provide rapid, high-quality text generation and advanced natural language understanding. It is optimized for performance, making it suitable for applications requiring both speed and precision.
Text generation, Conversation, Complex reasoning & analysis, High performance, Versatility
GPT-3.5 Turbo combines the strengths of GPT-3.5 with enhanced speed and efficiency. It excels in interactive applications, content creation, and complex analysis. This model offers rapid, high-quality text generation without compromising on performance, making it a versatile choice for developers and researchers across industries.
Text generation, Conversation, Complex reasoning & analysis, High performance, Speed
Ada 002 embedding offers powerful text representation capabilities, transforming words into numerical vectors. This model excels in capturing semantic relationships, enabling efficient similarity searches and enhancing natural language understanding tasks. Its compact yet expressive embeddings make it ideal for various AI applications, from content recommendation to semantic analysis.
Text search, Code search, Sentence similarity, Text classification
Microsoft AI offers a comprehensive suite of AI services through Azure, including Copilot and other advanced tools, designed to drive innovation and efficiency across various industries. These services encompass a range of applications, from enhancing productivity through intelligent automation to providing sophisticated data analytics and machine learning capabilities. Azure AI includes powerful tools like Azure Machine Learning, Azure Cognitive Services, and Azure Bot Service.
Azure PII Extraction is a powerful tool for identifying and managing sensitive information. It uses advanced algorithms to detect and extract personally identifiable information from various data sources. This process helps businesses comply with data protection regulations and safeguard customer privacy effectively.
Extraction of PII from text input
Azure Document Intelligence transforms documents into actionable data. This AI-powered service accurately extracts text, key-value pairs, and tables from various document types without manual labeling or complex coding. Streamline your document processing with custom forms, prebuilt APIs, and layout analysis for efficient information retrieval.
Extraction of text, key-value pairs, and tables
Azure AI Speech Recognition is a sophisticated service that converts spoken language into written text with high precision. Leveraging advanced neural network models, it offers exceptional accuracy and supports a wide range of languages and dialects, making it an invaluable tool for various applications.
Speech to text, Multilingual support, Customizable language models
Azure AI Speech Synthesis is a powerful text-to-speech service designed to convert written text into lifelike spoken words. Utilizing advanced deep learning models, it delivers high-quality, natural-sounding speech synthesis that enhances user interactions and accessibility.
Text to speech, Multilingual support, Customizable voices
Amazon offers a diverse range of advanced AI models designed to elevate various applications through cutting-edge capabilities in natural language processing, computer vision, and recommendation systems. These models, including the renowned Titan series, are engineered for high performance and scalability, delivering precise and efficient results. Titan models, in particular, stand out for their exceptional speed and accuracy, making them ideal for complex tasks and large-scale deployments.
Comprehend Targeted Sentiment Analysis precisely evaluates sentiment for specific entities within text. This powerful tool identifies positive, neutral, negative, or mixed feelings towards particular subjects, offering businesses deep insights into customer opinions and market trends.
Target Entity Sentiment Analysis
Comprehend Syntax Analysis breaks down text into its grammatical components, identifying parts of speech for each word. This powerful feature enables businesses to extract valuable insights from unstructured data, improving content analysis and enhancing natural language processing capabilities.
Syntax Analysis
Amazon Comprehend Key Phrases API identifies and extracts important phrases from text data. It processes documents to find key information, such as names, places, and events. This powerful tool enhances content analysis, enabling a better understanding of documents' main topics and themes.
Key phrase extraction
Amazon Comprehend Entities Insights identifies key entities within text, offering a deeper understanding of content. This powerful tool identifies people, places, and organizations, allowing the extraction of valuable information effortlessly. Enhance data analysis with precise entity recognition, enabling more informed decision-making and targeted content strategies.
Entity Analysis
Amazon's Comprehend Detect PII API pinpoints locations of selected Personally Identifiable Information (PII) entities within documents. This powerful tool enables businesses to create redacted versions, enhancing data privacy and compliance. Our API offers precise identification of PII, allowing for efficient document processing and protection of sensitive information.
PII identification
Amazon Titan Text Premier is a highly advanced model within the Titan Text family, crafted to deliver exceptional performance and accuracy across a broad spectrum of enterprise applications. It excels in various text processing tasks, providing superior results for organizations seeking high-quality text generation, summarization, and more.
Text generation, Summarization, Code generation, Data formatting, Paraphrasing, Chain of thought, Rewriting, Extraction, Q&A, RAG, Chat
Amazon Titan Text Express is a high-performance model optimized for general language tasks with a context length of up to 8,000 tokens. Ideal for open-ended text generation, conversational chat, and Retrieval Augmented Generation (RAG), it offers robust capabilities with initial support for English and preview support for over 100 additional languages.
Text generation, Code generation, Rich text formatting, Orchestration (Agents), Fine tuning
Amazon Titan Embeddings G1 – Text v1.2 is a powerful embedding model designed for high-performance text retrieval and other advanced tasks. It handles up to 8,000 tokens and produces vectors of 1,536 dimensions. Optimized for text retrieval, semantic similarity, and clustering, it supports over 25 languages and is capable of managing long documents effectively.
Text retrieval, Semantic similarity, Clustering
Meta AI is an advanced research division of Meta, focused on developing cutting-edge artificial intelligence technologies. It offers high-performance models for a wide range of applications, including natural language processing, computer vision, and advanced analytics, providing developers with robust and scalable AI solutions.
Meta Llama 3.1 405B Instruct, the pinnacle of Llama 3.1 models, offers unparalleled capabilities in conversational AI. With 405 billion parameters, it excels in multilingual dialogue, reasoning, and data generation. This powerhouse model is ideal for businesses seeking cutting-edge language solutions, supporting diverse applications.
Text, Conversation, Code generation, Translation, Reasoning and understanding
Meta LLaMA 3.1 70B Instruct boasts a 128K context window, elevating its ability to handle complex inputs. This model excels in multilingual tasks, advanced reasoning, and instruction-based generation. With enhanced contextual understanding and translation capabilities, it's ideal for diverse AI applications, from conversational systems to synthetic data creation.
Text, Conversation, Code generation, Translation, Reasoning and understanding
Meta Llama 3.1 8B Instruct: A powerful language model with 128K context length, excelling in multilingual applications. It offers enhanced dialogue capabilities, complex reasoning, and precise instruction following. Ideal for advanced conversational AI, it delivers accurate, contextually relevant responses across diverse linguistic scenarios.
Text, Conversation, Code generation, Translation, Reasoning and understanding
Meta LLaMA 3 70B Instruct is a high-performance large language model optimized for complex applications. It excels in text processing, conversational AI, and code generation, providing precise and nuanced results. Ideal for commercial and research purposes, it delivers exceptional performance and scalability, supporting extensive and sophisticated AI tasks.
Dialog systems, Code generation, Following instructions, Sentiment analysis
Meta LLaMA 3 8B Instruct is a streamlined large language model designed for resource-constrained environments. It efficiently handles tasks like text summarization, classification, and sentiment analysis, making it ideal for edge devices and rapid deployment. Suitable for both commercial and research use, it offers strong performance with limited computational resources.
Text summarization, Text classification, Sentiment analysis
Anthropic is an advanced AI research company specializing in creating high-performance language models that are designed for safety, reliability, and efficiency. Their models are optimized for complex reasoning, natural language understanding, and generating high-quality text, making them suitable for a range of applications from conversational agents to detailed analysis.
Claude 3.5 Sonnet is an advanced AI model that excels in complex tasks such as customer support, coding, data analysis, and visual processing. It delivers high-quality results with the speed and cost efficiency of our mid-tier model, Claude 3 Sonnet, making it invaluable for advanced AI applications.
Code generation, text generation, complex reasoning and analysis
Claude 3 Opus is Anthropic's most powerful AI model, with state-of-the-art performance on complex tasks. It handles open-ended prompts and unseen scenarios with fluency and human-like understanding. With a 200K context window, it supports both text and image processing effectively.
Image to text & code, multilingual conversation, complex reasoning & analysis
Claude 3 Sonnet by Anthropic balances intelligence and speed, ideal for enterprise workloads. It provides maximum utility at a lower price, engineered for robust AI deployments. With a 200K context window, it supports both text and image processing effectively.
Image to text & code, Multilingual conversation, Complex reasoning & analysis
Claude 3 Haiku is Anthropic's fastest, most compact model for near-instant responsiveness, designed to handle simple queries and requests quickly. With a 200K context window, it excels in rapid interaction and supports both text and image inputs efficiently.
Image to text, Conversation, Chat optimized
Cohere is an advanced AI platform specializing in large-scale natural language processing models. It is designed to provide high-quality text generation, embedding, and analysis capabilities, enabling developers to build and deploy sophisticated language applications with ease and efficiency.
Cohere Command R+ is a highly performant generative language model optimized for large-scale production workloads, excelling in tasks like complex RAG, Q&A, multi-step tool use, chat, text generation, and text summarization with robust natural language processing capabilities.
Natural language processing, Text generation, Text summarization
Cohere Embed English translates text into numerical vectors that models can understand, playing a key role in high-performing AI applications. It enhances tasks such as semantic search, retrieval-augmented generation (RAG), classification, and clustering with 1024-dimensional embeddings.
Semantic search, retrieval-augmented generation (RAG), classification, clustering
Cohere Embed Multilingual translates text into numerical vectors that models can understand, playing a key role in high-performing AI applications. It enhances tasks such as semantic search, retrieval-augmented generation (RAG), classification, and clustering with 1024-dimensional embeddings.
Semantic search, retrieval-augmented generation (RAG), classification, clustering
AI21 Labs is a leading AI research and development company specializing in advanced natural language processing technologies. It provides high-performance models designed for text generation, comprehension, and semantic search, offering robust solutions for various AI-driven applications.
Jamba-Instruct is AI21 Labs' latest foundation model, offering a 256K context window with excellent performance for text generation, summarization, and question answering, providing exceptional value for enterprise applications.
Text generation, Document summarization, Question answering
Jurassic-2 Ultra is AI21’s most powerful model for complex tasks, providing advanced text generation and comprehension. Ideal for question answering, summarization, draft generation, information extraction, and ideation.
Text generation, Classification, Insert/edit
Mistral AI delivers advanced AI models optimized for high-performance tasks, including natural language processing, machine learning, and data analysis. These models are designed to ensure exceptional scalability and accuracy, making them ideal for complex and demanding applications. Mistral AI empowers organizations to achieve reliable results and drive innovation across various domains.
Mistral Large 2407 is an advanced Large Language Model (LLM) that supports dozens of languages and is trained on 80+ coding languages. It has best-in-class agentic capabilities with native function calling JSON outputting and more advanced reasoning capabilities.
Complex reasoning & analysis, Text generation, Code generation, RAG, Agents
Mistral Large is a powerful model designed for complex multilingual tasks, excelling in nuanced text processing and code generation. It features extensive capabilities with a large context window, ideal for detailed language and coding applications.
Complex reasoning & analysis, Text generation, Code generation, RAG, Agents
Mistral 7B is a compact yet powerful Transformer optimized for diverse applications. It offers robust performance in text and code generation with a 32k context window, making it suitable for efficient and advanced tasks.
Complex reasoning & analysis, Text generation, Code generation, RAG, Agents