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batch_download_files_v2

Download multiple user files in a single operation by providing their file IDs. Streamlines bulk file retrieval from the Langflow platform.

Instructions

Batch download multiple user-scoped files via /api/v2/files by their IDs.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
file_idsYesFile IDs to download
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so description carries full burden. Only says 'batch download via API' but does not disclose return format (e.g., zip, URLs), synchronicity, or behavior on invalid IDs. Agent lacks key behavioral cues.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence with no extraneous words. Efficiently conveys core action and resource.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema. Description does not hint at response format or how to handle results. With many sibling tools, lacks integration context.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

One parameter (file_ids) with full schema description coverage (100%). Description adds no semantic info beyond schema. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description specifies verb 'batch download', resource 'user-scoped files', endpoint '/api/v2/files', and input 'by their IDs'. It clearly distinguishes from sibling tools like download_file (single) and list_files_v2 (listing).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit guidance on when to use this vs. alternatives like download_file. No mention of limits (e.g., max file count), prerequisites, or error handling (e.g., partial success).

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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