Learning the schema
A new engineer at Brightwave Ltd asks what the search cluster stores. Memtro lists four collections with their properties and data types, says which use a vectoriser, and counts the objects in each.
Weaviate + Memtro
Ask what a Weaviate collection holds, its properties, and how many objects it has.
Connect Weaviate with your cluster's host and an API key and Memtro reads collections with their properties and vectoriser, objects by id, tenants, aliases and object counts per node. Vectors are never fetched. When you ask, and once an administrator has granted them by name, it can create, update and delete objects, create collections and tenants, add properties and references, change tenant status and repoint aliases. New text may go to a vectoriser that is a paid third-party API. Deleting objects, tenants or a collection is permanent. A read-only key keeps these out of reach.
In Memtro
What you can do with Weaviate in Memtro
Ask in plain English from chat, your editor, a scheduled job or your own agent. The model picks the right Weaviate tool, reads what it needs, and answers with the source cited.
What it does
- 01Collections with description, vectoriser, multi-tenancy and each property's data type, with their tenants and aliases
- 02Objects in one collection with their properties in UUID order, text cut short, never vectors
- 03One object by UUID with its properties and when it was created and last updated
- 04Object counts per collection across nodes and shards, with each node's status and version
- 05When asked and granted, creates up to 100 objects at once, updates them or adds cross-references, and new text may go to the vectoriser, which may be a paid third-party API
- 06When asked and granted, creates collections, tenants and aliases, adds a property that cannot be removed, changes tenant status, and permanently deletes objects, tenants or a whole collection
Acts when asked
When you ask it to
These tools change something in Weaviate. The model is told to use them only when you ask for exactly that, and an administrator grants each one by name to the teams that may use it; a personal connection acts only after its owner allows it.
- 01Create an object in a collection
- 02Update properties of an object (overwrites the properties given)
- 03Delete an object
- 04Create up to 100 objects in a collection in one call
- 05Delete up to 100 listed objects by id (permanent)
- 06Create a collection with its properties
- 07Add a property to a collection (cannot be removed afterwards)
- 08Delete a collection and every object in it (permanent)
- 09Add or remove a cross-reference between two objects
- 10Create tenants in a multi-tenant collection
- 11Activate, deactivate or offload tenants
- 12Delete tenants and all their data (permanent)
- 13Create an alias for a collection, or repoint an alias to another collection
In practice
Ask it like you would a colleague
Once Weaviate is connected, these are the kinds of things people ask. Plain questions, no syntax. If the answer lives partly in another system you have connected, Memtro looks there too.
Weaviate + MemtroWhat collections do we have, and which vectoriser does each use?
How many objects are in the Article collection?
Show me the properties of object 7c1e in Product
Which nodes are in the cluster, and what version are they on?
Delete that duplicate object from the Article collection
Fixing one record
Priya Nair finds an Acme product with the wrong price property and asks Memtro to correct it. Memtro reads the object, then overwrites that one property, leaving the others as they were, and says the old value cannot be brought back from Memtro.
Teams
Where it fits
The teams that lean on Weaviate most, a question each of them asks, and what they connect beside it.
- Data and analyticsQuestions answered from the warehouse, with the SQL shownAnalyst, Data engineer, Anybody with a question, Head of data“Revenue by segment for Q3 from the warehouse, with the SQL you used”Used alongside Postgres, Stripe, Slack, Google Drive, Snowflake and 3 more.
- EngineeringKeep decisions from evaporatingEngineer, Tech lead, On call, New joiner“Who owns the billing migration, and what did we decide about retries?”Used alongside GitHub, Linear, Jira, Confluence, Slack and 5 more.
- FinanceAsk the ledger questions in plain EnglishFinance lead, Credit control, Management accountant, Founder or CFO“Which invoices over £5k are more than 30 days overdue?”Used alongside Xero, Stripe, Postgres, HubSpot, QuickBooks Online and 10 more.
Better together
Works with
A record in Weaviate is rarely the whole story. Connect the systems that hold the rest and Memtro checks them together, then remembers what it learned so the next question starts further along.
- AnalyticsWeaviate with Google Analytics 4Ask your traffic questions in plain English and get the numbers back.
- AnalyticsWeaviate with Plausible AnalyticsAsk about your website traffic in plain English.
- AnalyticsWeaviate with UmamiAsk about your website traffic in plain English, without sending anybody to a dashboard.
- Finance and commerceWeaviate with XeroInvoices, bills, contacts and reports, answered in plain English with figures cited to Xero.
- Finance and commerceWeaviate with StripeCustomers, charges, invoices and subscriptions through a restricted key.
- Finance and commerceWeaviate with FellohBookings, payments, refunds, chargebacks, supplier payments and payouts from the travel payments platform.
- Work managementWeaviate with JiraJQL search, issue details and projects from Jira Cloud.
- Work managementWeaviate with Clio ManageAsk the matter: its client, its fee earner, the time on it and what is still unbilled.
- Work managementWeaviate with LinearIssues, projects and teams, synced hourly into memory.
Also in Databases and warehouses
Using something else for the same job, or both? Each connector has its own tools; connect as many as you like.
- Postgres
- MySQL and MariaDB
- SQL Server
- BigQuery
- Snowflake
- AWS Athena
- MongoDB
- ClickHouse
- Amazon Redshift
- Databricks
- Elasticsearch
- dbt Cloud
- Fivetran
- Neon
- Appwrite
Grist- Hasura
- Meilisearch
NocoDB- Qdrant
Typesense
Tinybird
Hightouch
Census- Airbyte
- Budibase
- CockroachDB Cloud
- Cube Cloud
- DataHub
kintone
Monte Carlo
OpenMetadata- Pinecone
- PlanetScale
- Quickbase
Secoda
Softr
Teable- Turso
- Upstash
Vectara- Xata
- Zilliz Cloud
Setup
How to connect
Connect withHost and API key
- 1
On Weaviate Cloud copy one of the cluster's API keys. A read-only key is safer and enough for everything but the writes. Self-hosted, use a key from AUTHENTICATION_APIKEY_ALLOWED_KEYS, mapped to a read-only user unless Memtro may write
- 2
Type the cluster's name in Host only (on Weaviate Cloud, its REST endpoint), no https://, path or port: a public DNS name with a publicly trusted certificate. IP addresses, private names and plain http are refused
- 3
Paste the API key and the Host into Connections → Weaviate in Memtro and connect
- 4
Ask what properties each collection has
Also works from
Chat in the dashboard, the OpenAI-compatible API, scheduled jobs, and any MCP client: Claude Code, OpenCode, Cursor, Claude Desktop. The Weaviate tools are the same everywhere.
FAQ
Questions
Can Memtro change anything in Weaviate?+
Only when you ask, and only what it has been granted: create an object in a collection; update properties of an object (overwrites the properties given); delete an object; create up to 100 objects in a collection in one call; delete up to 100 listed objects by id (permanent); create a collection with its properties; add a property to a collection (cannot be removed afterwards); delete a collection and every object in it (permanent); add or remove a cross-reference between two objects; create tenants in a multi-tenant collection; activate, deactivate or offload tenants; delete tenants and all their data (permanent); create an alias for a collection, or repoint an alias to another collection. Every other tool reads, searches or lists. The Connections page labels the tools that act, an administrator grants each one by name to the teams that may use it, and a personal connection acts only after its owner allows it.
Who can use a Weaviate connection?+
A personal connection serves only your own requests. A shared connection serves the organisation: everyone, or only the teams an admin chooses. Admins can always add shared connections; other members need the permission.
Does Memtro store my Weaviate data?+
Credentials are encrypted at rest. Tool results are cached briefly so agent loops do not repeat identical calls, and the facts the model extracts are saved to your organisation's memory with provenance (system, record and link) so they can be checked and superseded.
How do I connect Weaviate?+
Host and API key. On Weaviate Cloud copy one of the cluster's API keys. A read-only key is safer and enough for everything but the writes. Self-hosted, use a key from AUTHENTICATION_APIKEY_ALLOWED_KEYS, mapped to a read-only user unless Memtro may write.
Connect Weaviate in a few minutes
Seven-day free trial, then one monthly price per organisation. Connectors, jobs and memory are never metered.