Cohere Compass vs. FastGPT Comparison


Cohere Compass Cohere AI	FastGPT	+	+
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About Cohere Compass is an intelligent enterprise search and discovery system that connects agents and models to business data, giving AI applications the context they need through powerful search and retrieval. It uses advanced extraction processes and AI-powered indexing to surface relevant information from enterprise documents with high accuracy. Compass is multimodal, multilingual, and format-agnostic, allowing it to understand images, slides, spreadsheets, PDFs, DOCX files, XLSX files, and other document types. It can connect to existing data sources or accept local document uploads, then automatically process, index, and manage that information without requiring teams to host or scale their own vector database. It is built on Cohere’s Embed and Rerank retrieval models and can support AI agents, retrieval-augmented generation applications, and unified enterprise knowledge search.	About FastGPT is a free, open source AI knowledge base platform that offers out-of-the-box data processing, model invocation, retrieval-augmented generation retrieval, and visual AI workflows, enabling users to easily build complex large language model applications. It allows the creation of domain-specific AI assistants by training models with imported documents or Q&A pairs, supporting various formats such as Word, PDF, Excel, Markdown, and web links. The platform automates data preprocessing tasks, including text preprocessing, vectorization, and QA segmentation, enhancing efficiency. FastGPT supports AI workflow orchestration through a visual drag-and-drop interface, facilitating the design of complex workflows that integrate tasks like database queries and inventory checks. It also offers seamless API integration with existing GPT applications and platforms like Discord, Slack, and Telegram using OpenAI-aligned APIs.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers, AI teams, and enterprises seeking to connect agents and applications to internal data through secure, scalable search and retrieval	Audience Professional users and teams in need a solution to create customized AI-powered chatbots and knowledge base applications with minimal coding effort
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Supported Free Trial Not Supported	Pricing $0.37 per month Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Cohere AI Founded: 2019 Canada cohere.com/compass	Company Information FastGPT tryfastgpt.ai/
Alternatives No Alternatives	Alternatives Mixedbread
	RAGFlow
	DenserAI
	Entry Point AI
View All	LM-Kit.NET LM-Kit View All
Categories Retrieval-Augmented Generation (RAG) Supported	Categories AI Development Supported AI Knowledge Base Supported Retrieval-Augmented Generation (RAG) Supported

Integrations Slack Supported Discord Not Supported GitHub Supported Gmail Supported Google Drive Supported Jira Supported Linear Supported Markdown Not Supported Microsoft Excel Not Supported Microsoft Exchange Supported Microsoft OneDrive Supported Microsoft Outlook Supported Microsoft SharePoint Supported Microsoft Word Not Supported Model Context Protocol (MCP) Supported Notion Supported OpenAI Not Supported Salesforce Supported Telegram Not Supported Show More Integrations View All 13 Integrations	Integrations Slack Supported Discord Supported GitHub Not Supported Gmail Not Supported Google Drive Not Supported Jira Not Supported Linear Not Supported Markdown Supported Microsoft Excel Supported Microsoft Exchange Not Supported Microsoft OneDrive Not Supported Microsoft Outlook Not Supported Microsoft SharePoint Not Supported Microsoft Word Supported Model Context Protocol (MCP) Not Supported Notion Not Supported OpenAI Supported Salesforce Not Supported Telegram Supported Show More Integrations View All 7 Integrations
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