Prompt Tooling

GPTClaudeDeepSeek··▲ 1,221 copies·updated 2026-07-14

prompt-tooling.prompt

# 1.4 Prompt Tooling

**Goal:** Using tools in your prompts to offer better adaptability.

## Mandatory Materials

**Videos**
- Tool Calling with LangChain
  - [Part 1](https://youtu.be/7_CrNhTjyyk)
  - [Part 2](https://youtu.be/_PyyCZbUX1Q)
  - [Part 3](https://youtu.be/pi3C6y4gWFA)
- [Agents with Tools](https://youtu.be/gYsL_fHJY9A?list=PL4HikwTaYE0EG379sViZZ6QsFMjJ5Lfwj)

**Reading**
- [LangChain: Tools](https://docs.langchain.com/oss/javascript/langchain/tools)
- [LangChain: Tool Context](https://docs.langchain.com/oss/javascript/langchain/context-engineering#tool-context)
- [LangChain: Tools Available Integrations](https://docs.langchain.com/oss/javascript/integrations/tools)


## Online Shop

>
> You are going to create a temporary endpoint POST `/api/llm/query` which will search the database based on user prompt. 
> 
> This will later be replaced in the `chat` we are going to make.
>
> You will add `tools` to query for the list of all `orders`, `products` and `walkthrough`.
> 
> Let the LLM decide based on the user prompt whether it should use the query tools or not.
> 
> You will add as context the user id and user role which will be used in the filtering for the appropriate permissions (only get orders for that specific user).
>

## Further Resources (Optional):

- [Tool Calling with LangChain](https://towardsdev.com/tool-calling-with-langchain-node-js-2431996948a7)

when to use it

Community prompt sourced from the open-source GitHub repo msg-CareerPaths/node-ai-training (GPL-3.0). A "Prompt Tooling" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.