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retell_update_llm

Update an existing Retell LLM configuration by changing its prompt, model, or tools. Specify the LLM ID to modify its system prompt, opening message, or attached knowledge bases.

Instructions

Update an existing Retell LLM configuration's prompt, model, or tools.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modelNoNew LLM model to use.
llm_idYesThe unique ID of the LLM to update.
begin_messageNoNew opening message. Pass empty string to clear.
general_promptNoNew system prompt.
knowledge_base_idsNoNew knowledge base IDs to attach.
Behavior2/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It only states the action 'Update' without detailing side effects, partial update semantics, permissions, or return behavior, which is no more than what the tool name already implies.

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 a single, front-loaded sentence with no fluff. Every word contributes to stating the tool's purpose.

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

Completeness3/5

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

For a simple update call, the description is adequate but incomplete: it lacks mention of whether the update is partial or replaces all fields, and it doesn't describe what the response contains since no output schema exists.

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?

All five parameters are described in the input schema (100% coverage), so the baseline is 3. The description's mention of 'prompt, model, or tools' loosely maps to some parameters but adds no detail beyond the schema's descriptions.

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?

The description uses a specific verb ('Update') and names the resource ('existing Retell LLM configuration'), and it lists the updatable aspects ('prompt, model, or tools'), which distinguishes it from sibling tools like retell_create_llm or retell_delete_llm.

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 implies the tool is for updating an existing LLM configuration, but it provides no guidance on when to choose this over alternatives or when not to use it. No exclusions or alternative tools are mentioned.

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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