Ulimi lwe-AI GUIDE

Ukushaya Ithuluzi

Tool calling lets a model request an operation through a defined interface.

2 amaminithi ukufundaIgcine ukubuyekezwa

Uhlolojikelele

The application or provider executes the operation and returns a result. A model proposing a tool call is different from that call succeeding, and both are different from the user’s overall task being completed.

Okuthathwayo okubalulekile

  • Validate authority as well as argument shape.
  • Design safe retries for side effects.
  • Verify the resulting state.

I-Deep Dive

Define each tool’s purpose, input schema, output shape, and side effects. A narrowly scoped operation is easier to validate than a general command interface. The tool description should explain when the operation is appropriate without granting the model authority beyond the user’s request. Validate inputs and permissions in application code. A well-formed argument can still identify the wrong account, destination, or amount. Keep secrets out of tool descriptions and return only information the requesting user is allowed to access. Handle errors and uncertain outcomes explicitly. A network timeout may occur before or after an external action completes. Use operation identifiers or a read-back check where possible so a retry does not duplicate a completed action. After execution, supply an accurate result and verify the intended state. Treat text returned by a website or document as untrusted content; it cannot authorize new actions merely because it arrived through a tool. Test cancellation, malformed responses, revoked access, and partial completion as part of the full tool-use loop.

I-Technical Insight

Input-schema validation establishes shape and some constraints. It does not prove that an action is authorized or that the selected record is the correct one.

Retry without duplicating work

  1. Imagine a task-creation tool accepts request identifier demo-17. The response times out after the task is created.
  2. Look up demo-17 before creating another task. If the service supports idempotency, reuse the same identifier for the retry.
  3. Report completion only after confirming the resulting task and its contents.

This constructed example separates uncertain transport from the external action’s actual outcome.

I-Strategic Impact

Isivinini nesikali

Ukugeleza komsebenzi wolimi kungahamba ngokushesha ngaphandle kokudela ukuvumelana.

Finyelela futhi ufinyelele

Yandisa ukufinyelela kuzo zonke izilimi nezitayela zokuxhumana.

Izinqumo ezicacile

Amaqembu angachitha isikhathi esiningi ekwahluleleni kuyilapho i-automation isingatha impinda.

Ukuqaliswa Komhlaba Wangempela

Fetch a current record before proposing an update.

Return an operation identifier and verified result after a file save.

Izingozi & Guardrails

Amaqiniso akhonjiwe angafaka ngokuthula imibiko, ukugeleza kosekelo, noma imiphumela yocwaningo.

Ukuzwela okusheshayo kungadala imiphumela engahambisani kuzo zonke izicelo ezifanayo.

Idatha yombhalo ebucayi ingase idalulwe uma izilawuli zokufinyelela zibuthakathaka.

Ukuqalisa Umhlahlandlela

1

Chaza ifomethi yokuphumayo, ithoni, namazinga wekhwalithi ngaphambi kokukhishwa.

2

Izimpendulo eziyisisekelo ngemithombo ethembekile noma nini lapho ukunemba kubalulekile.

3

Gcina indawo yokuhlola isibuyekezo somuntu ukuze uthole imiphumela ephezulu.

4

Landela amaphethini okuhluleka futhi uqeqeshe kabusha imiyalo noma ukuhamba komsebenzi njalo.

Imithombo nokufunda okuqhubekayo

Qhubeka Uhlole

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Umhlahlandlela olandelayo

I-Agentic Tool Orchestration

Imibuzo evame ukubuzwa

Does a model execute a function merely by naming it?

No. The application or tool provider executes the operation. A structured request must be handled, authorized, and checked.