tharunramagiri/tarunai-connect/cli-anything-chromadb

Name: cli-anything-chromadb
Author: tharunramagiri

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Command-line interface for ChromaDB - A stateless CLI for managing vector database collections, documents, and semantic search. Designed for AI agents and automation via the ChromaDB HTTP API v2.

Install

npx vskill@latest install tharunramagiri/tarunai-connect/cli-anything-chromadb

SKILL.md

tarunai-connect-chromadb

A stateless command-line interface for ChromaDB vector database, built on the HTTP API v2. Designed for AI agents and power users who need to manage collections, documents, and run semantic queries without a browser UI.

Installation

This CLI is installed as part of the tarunai-connect-chromadb package:

bash

pip install tarunai-connect-chromadb

Prerequisites:

Python 3.10+
ChromaDB server running at localhost:8000 (or specify via --host)

Usage

Basic Commands

bash

# Show help
tarunai-connect-chromadb --help
 
# Start interactive REPL mode
tarunai-connect-chromadb
 
# Check server health
tarunai-connect-chromadb --json server heartbeat
 
# List all collections
tarunai-connect-chromadb --json collection list
 
# Semantic search
tarunai-connect-chromadb --json query search --collection hub_knowledge --text "How to deploy"

REPL Mode

When invoked without a subcommand, the CLI enters an interactive REPL session:

bash

tarunai-connect-chromadb
# Enter commands interactively with tab-completion and history

Command Groups

server

Server health and version commands.

Command	Description
`heartbeat`	Check ChromaDB server health
`version`	Get ChromaDB server version

collection

Manage ChromaDB collections.

Command	Description
`list`	List all collections
`create --name NAME`	Create a new collection
`delete --name NAME`	Delete a collection
`info NAME`	Get collection info

document

Manage documents in collections.

Command	Description
`add --collection C --id ID --document TEXT`	Add document(s)
`get --collection C`	Get documents
`delete --collection C --id ID`	Delete document(s)
`count --collection C`	Count documents

query

Semantic search against collections.

Command	Description
`search --collection C --text T`	Semantic search

Output Formats

All commands support dual output modes:

Human-readable (default): Tables, colors, formatted text
Machine-readable (--json flag): Structured JSON for agent consumption

bash

# Human output
tarunai-connect-chromadb server heartbeat
 
# JSON output for agents
tarunai-connect-chromadb --json server heartbeat

For AI Agents

When using this CLI programmatically:

Always use `--json` flag for parseable output
Check return codes - 0 for success, non-zero for errors
Parse stderr for error messages on failure
Use `--host` to connect to non-default ChromaDB instances

Version

1.0.0

Security

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Source

SKILL.md in the repositoryCheckingskills/cli-anything-chromadb/SKILL.md

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