Give an AI agent your Weaviate cluster as a tool and it can build and query a knowledge base on its own while it works. It can create collections, insert and index documents, run hybrid and vector searches, and call Generative Search to answer questions over what it just stored, each one an operation it invokes when it needs it. Instead of asking you to look something up, the agent retrieves the right context itself and acts on it.
Pick the operations you want and each becomes a tool the agent can call directly while it works.
Vector similarity search (GraphQL nearVector).
Semantic search by text (GraphQL nearText — requires the class to have a text2vec vectorizer module).
Hybrid BM25 + vector search (GraphQL hybrid).
Generative search (RAG): retrieve objects then generate text with an LLM (GraphQL generate). The collection must have a generative module configured in its schema (e.g. generative-openai, generative-anthropic, generative-cohere). Pass the corresponding API key in the credential. Provide single_prompt, group_task, or both.
Aggregate statistics over a collection (GraphQL Aggregate — count, mean, topOccurrences, etc.).
Insert an object (REST).
Get an object by ID (REST).
Partial update (PATCH /v1/objects/{class}/{id}) — merges provided fields.
Delete an object by ID (REST).
List collections (schema classes).
Create a collection (schema class).
Drop a collection and ALL of its objects — permanent.
Batch-delete objects matching a where filter (up to 10,000 per call).
Upload a document file, chunk + embed it, and batch-insert objects.
OpenClaw is an open command-line agent. NoClick runs it hosted and lets you connect your apps to it as tools, so it can take real actions across your systems. Wire an integration into the agent and OpenClaw can call that app’s operations directly. It is a good fit when you want an open, no-fuss agent with real tool access and nothing to install.
NoClick runs OpenClaw for you with Weaviate wired in as tools. Connect your account and run.