Compatible with every major AI agent and IDE
Add knowledge document on Verba
Provide the document content and optional metadata JSON. Ingests a new document into the Verba knowledge base
Delete knowledge document on Verba
This action is irreversible. Permanently removes a document from the knowledge base
Get document details on Verba
Retrieves the full content and metadata of a specific document
Get system config on Verba
Retrieves the current Verba system configuration
List knowledge documents on Verba
Lists all documents indexed in the Verba knowledge base
Perform rag query on Verba
Returns summarized answers with citations. Executes a RAG (Retrieval Augmented Generation) query against the Verba knowledge base
How Vinkius protects your data
Can I audit what my AI agents are doing with this integration?
Yes, Vinkius provides an immutable, HMAC-chained audit log. Every tool execution, payload, and response is tracked in real-time on your dashboard, giving you complete visibility into your agent's actions.
Are the query answers backed by citations from its embedded documents?
Absolutely. That's the primary benefit of the integration. When you run perform_rag_query, Verba utilizes Weaviate's hybrid search mechanics. The output explicitly includes natural language synthesis backed by the unique document IDs and snippet texts it referenced.
How does the AI access my passwords and credentials?
It simply doesn't. On Vinkius, your passwords, API keys, and login details are kept in a secure vault. The AI (like ChatGPT or Claude) merely "asks" Vinkius to perform the task. Vinkius opens the door, does the work, and hands the result back to the AI. Your credentials are never seen, read, or learned by the artificial intelligence.
Does the AI train on my tools or API data?
No. Vinkius enforces a strict Zero-Retention policy. Your data simply passes through our secure servers to complete the requested action and is instantly forgotten. Nothing you do here is ever stored, logged, or used to train any artificial intelligence.
What can AI Agents do with Verba?
The Verba integration provides structured, LLM-friendly schemas for reliable tool execution within your agentic workflows.
Autonomous rag Strategies
The Verba connection gives ChatGPT direct access to rag tools. The integration handles the logic required for continuous knowledge management operations.
The Future of semantic search
The Verba toolkit provides AI native integration for semantic search. It structures data so Claude Code can accurately process knowledge management requirements.
Verba. Runs on everything.
From IDE to framework. Every connection governed by Vinkius.
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
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