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ContextOps.AI

Introduction

ContextOps.AI Overview

ContextOps.AI builds upon Open WebUI to provide a refined and fully managed experience with the following key capabilities:

Multi-Model Support

  • Users can seamlessly interact with a wide range of large language models (LLMs), including OpenAI (GPT-4, GPT-3.5), Mistral, LLaMA, Claude, and others via supported backends.
  • Switching between models is straightforward and does not require technical setup.

Multi-Modal Interface

  • Beyond text, ContextOps.AI supports image inputs, enabling visual question answering and document understanding (where supported by the selected model).

Multi-User & Role-Based Access

  • Workspaces support multiple users with role-based permissions, allowing teams to collaborate securely.
  • Administrators can manage access, assign roles, and oversee workspace activity.

Agent Customization

  • Agents can be configured with personalized behavior through system prompts, tool integrations, and retrieval settings.
  • This allows users to design tailored assistants for specific use cases such as legal research, coding help, or knowledge discovery.

Memory and Chat History

  • ContextOps.AI maintains a structured memory for each agent, allowing users to resume previous conversations or review prior interactions.
  • Chat history is searchable and categorized per workspace or project.

Document Upload and RAG Integration

  • Users can upload documents (e.g., PDF, DOCX, TXT) and integrate them directly into agents via Retrieval-Augmented Generation (RAG).
  • Uploaded content is automatically indexed and used by the system to enhance response accuracy and contextual depth.

Additional Features

  • Agent Workflows: Build and customize AI workflows.
  • Tool Integrations: Integrate external APIs and functions.
  • RAG Pipeline Support: Attach your own datasets and indexes.
  • Vector Search: Plug in your vector DB and embeddings.
  • Multi-role Access: Support for end users, developers, and admins.

Accessing the Platform

  • Detailed instructions on accessing the platform are provided in subsequent sections.