docs/how_to/tools_few_shot/

[giscus[bot]]

docs/how_to/tools_few_shot/

For more complex tool use it's very useful to add few-shot examples to the prompt. We can do this by adding AIMessages with ToolCalls and corresponding ToolMessages to our prompt.

https://python.langchain.com/docs/how_to/tools_few_shot/

[codekiln]

It would be great if this page included an example of using Few Shot prompting with structured output, both with and without messages

[novoforce]

From the above tutorial what i understand is that "chain" in ref. "chain = {"query": RunnablePassthrough()} | few_shot_prompt | llm_with_tools" is like a custom prompted llm with tool calling capabilities. can anyone confirm if my understanding is correct or not ? if this is the case then i can plug this into langgraph as well.

[fatherofgirls]

Love it. Thanks, and keep it comin'.