OpenAICodex

Connect Codex to Milvus

Give an AI agent your Milvus cluster as a tool and it can shape and maintain the vector store on its own instead of only suggesting the commands. It can create a collection, add an index and partitions, check collection stats, fetch or delete specific entities, and repoint an alias to a rebuilt collection, calling each operation as a tool while it works a task. Wire it into a coding agent in NoClick and it can stand up or clean up a Milvus store end to end.

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Opens a workflow with 37 tools ready to use.

Tools Codex gets

Pick the operations you want and each becomes a tool the agent can call directly while it works.

Milvus

37 tools
Search
Hybrid Search
Get Entities
Insert
Upsert
Query
Delete Entities
Upload & Index Document
List Collections
Create Collection
Describe Collection
Drop Collection
Rename Collection
Load Collection
Release Collection
Get Load State
Get Collection Stats
Flush Collection
Compact Collection
Has Collection
List Indexes
Create Index
Drop Index
Describe Index
List Partitions
Create Partition
Drop Partition
Has Partition
List Aliases
Create Alias
Drop Alias
Describe Alias
Alter Alias
List Databases
Create Database
Drop Database
Describe Database

What you can build

When a new tenant signs up, create a dedicated collection and partition for their data and build an index on it in a single run.
On a nightly schedule, compact and flush each collection, then read collection stats so you can track how the store grows over time.
After a batch job rebuilds embeddings into a fresh collection, alter the alias to point at it so search cuts over with no downtime, then drop the old collection.
When a user requests deletion under a data policy, delete their entities by ID from the right collection automatically.
Provision a new environment by creating a database and its collections, partitions, and indexes from one triggered workflow.
Before a migration, describe each collection and index and capture the stats so you have a record of the store's structure to compare against afterward.

About Codex

Codex is OpenAI's command-line coding agent. NoClick runs it as a hosted agent and lets you connect your apps to it as tools, turning it from a coding assistant into an operator that can act across your systems. Connect an integration to the agent and Codex can query, create, and update records in that app directly. You keep the Codex experience and give it real reach into the tools your team already uses.

Fast, capable code generation and editing
Good at well-scoped, concrete tasks
Strong at API and data manipulation
Familiar to teams already on OpenAI tooling

Frequently asked questions

Build a custom Codex agentMilvus integration

Open your Codex agent in one click

NoClick runs Codex for you with Milvus wired in as tools. Connect your account and run.