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upload_file

Upload a file to a specific Langflow workflow. Provide flow ID, file name, and base64-encoded content.

Instructions

Upload a file to a specific flow. Supports multipart/form-data for binary file uploads.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
flow_idYesFlow ID (UUID) to upload file to
file_nameYesName of the file to upload
file_contentYesBase64 encoded file content
Behavior2/5

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

No annotations provided. Description claims 'Supports multipart/form-data' but input schema expects Base64 string, creating contradiction. Missing details on authorization, file size limits, or overwrite behavior.

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

Conciseness4/5

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

Two sentences, no fluff. Could be slightly improved by removing the redundant format mention, but overall concise.

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 state what the response contains (e.g., file ID). Lacks context on success behavior or error conditions.

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?

Schema coverage is 100%, so description adds no new meaning beyond parameter names and descriptions. Baseline 3 applies.

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

Purpose4/5

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

Clearly states uploading a file to a specific flow. The verb 'upload' and resource 'file' are specific. However, it does not differentiate from similar siblings like upload_file_v2 or upload_flow.

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 guidance on when to use this tool versus alternatives. Does not mention prerequisites, limitations, or exclusions.

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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