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ingest_file

Add documents (PDF, DOCX, TXT, MD, JSON, JSONL) to your local knowledge base for search. Automatically replaces existing files with new versions and supports metadata tagging.

Instructions

Add a document (PDF, DOCX, TXT, MD, JSON, JSONL) to your knowledge base so you can search it. Use the full file path. If you ingest the same file again, it replaces the old version. You can tag it with metadata like author, domain, or tags.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
filePathYes
metadataNo
Behavior3/5

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

Without annotations, the description carries the burden. It discloses that re-ingesting the same file replaces the old version and mentions metadata tagging. It does not cover synchronous/asynchronous behavior, permission requirements, or side effects on existing data.

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?

The description is three sentences, front-loads the action, and provides key details without unnecessary words. Every sentence adds value.

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

Completeness4/5

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

For a 2-parameter tool with no output schema, the description covers operation, file types, duplicate behavior, and metadata. It lacks return value or error information, but is adequate for basic use.

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 0%, but the description adds meaning: filePath should be a full path, and metadata allows tagging with keys like author, domain. However, it could be more specific, e.g., accepted metadata key names or constraints.

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?

The description clearly states that the tool adds a document to a knowledge base for searching, and lists supported file types. It implicitly differentiates from siblings like query_documents by mentioning search capability, but does not explicitly contrast with other tools like ingest_data.

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

Usage Guidelines3/5

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

The description explains when to use the tool (to add a document) and notes behavior on re-ingestion. However, it does not provide guidance on when not to use it or suggest alternatives among siblings.

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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