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cli-anything-chromadb

Manage ChromaDB collections and documents from the command line, and search by meaning rather than exact wording. JSON output supports automated agent workflows, while server checks and an interactive mode help with everyday database operations.

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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.

See how to install

Good for

  • Manage document collections in ChromaDB
  • Search stored documents by meaning
  • Feed JSON results into agent workflows
  • Check server health and version

Files included (1)

  • SKILL.md2.8 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

cli-anything-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 cli-anything-chromadb package:

pip install cli-anything-chromadb

Prerequisites:

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

Usage

Basic Commands

# Show help
cli-anything-chromadb --help

# Start interactive REPL mode
cli-anything-chromadb

# Check server health
cli-anything-chromadb --json server heartbeat

# List all collections
cli-anything-chromadb --json collection list

# Semantic search
cli-anything-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:

cli-anything-chromadb
# Enter commands interactively with tab-completion and history

Command Groups

server

Server health and version commands.

CommandDescription
heartbeatCheck ChromaDB server health
versionGet ChromaDB server version

collection

Manage ChromaDB collections.

CommandDescription
listList all collections
create --name NAMECreate a new collection
delete --name NAMEDelete a collection
info NAMEGet collection info

document

Manage documents in collections.

CommandDescription
add --collection C --id ID --document TEXTAdd document(s)
get --collection CGet documents
delete --collection C --id IDDelete document(s)
count --collection CCount documents

query

Semantic search against collections.

CommandDescription
search --collection C --text TSemantic 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
# Human output
cli-anything-chromadb server heartbeat

# JSON output for agents
cli-anything-chromadb --json server heartbeat

For AI Agents

When using this CLI programmatically:

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

Version

1.0.0

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