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Several features for OpenAPI toolkit and OpenAI Assistants #3989
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HenryHengZJ
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FlowiseAI:main
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openwengo:pr_openapitoolkit_assistants4
Feb 28, 2025
Merged
Several features for OpenAPI toolkit and OpenAI Assistants #3989
HenryHengZJ
merged 3 commits into
FlowiseAI:main
from
openwengo:pr_openapitoolkit_assistants4
Feb 28, 2025
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…objects, this allows the OpenAI Assistant to have function calls with 'strict' mode. Also allows the OpenAI assistant to call several tools in the same run. And adds a checkbox 'remove Nulls' for the OpenAPI toolkit so that parameters with null values are not passed to the backend api.
Sorry but I can't reproduce the error, the cypress tests do pass, it's the nodejs cleanup action which seems to have failed |
can you pull the latest changes? it should be fixed |
Amazing work, guys! |
0xi4o
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0xi4o
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HenryHengZJ
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truly appreciate the work you put in @owengo !
galexandrov
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…#3989) * Allows 'x-strict' attribute in OpenAPI spec tool and other json spec objects, this allows the OpenAI Assistant to have function calls with 'strict' mode. Also allows the OpenAI assistant to call several tools in the same run. And adds a checkbox 'remove Nulls' for the OpenAPI toolkit so that parameters with null values are not passed to the backend api. * fix lint errors --------- Co-authored-by: Olivier Schiavo <[email protected]>
This was referenced Mar 7, 2025
JJK801
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Apr 9, 2025
…#3989) * Allows 'x-strict' attribute in OpenAPI spec tool and other json spec objects, this allows the OpenAI Assistant to have function calls with 'strict' mode. Also allows the OpenAI assistant to call several tools in the same run. And adds a checkbox 'remove Nulls' for the OpenAPI toolkit so that parameters with null values are not passed to the backend api. * fix lint errors --------- Co-authored-by: Olivier Schiavo <[email protected]>
Yshayy
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Apr 23, 2025
…#3989) * Allows 'x-strict' attribute in OpenAPI spec tool and other json spec objects, this allows the OpenAI Assistant to have function calls with 'strict' mode. Also allows the OpenAI assistant to call several tools in the same run. And adds a checkbox 'remove Nulls' for the OpenAPI toolkit so that parameters with null values are not passed to the backend api. * fix lint errors --------- Co-authored-by: Olivier Schiavo <[email protected]>
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The PR proposes to:
The "strict mode" is described here: https://openai.com/index/introducing-structured-outputs-in-the-api/ , https://platform.openai.com/docs/guides/structured-outputs
Basically it allows to drastically reduce hallucination problems while generating tool calls.
The strict mode has the problem that only a subset of the json spec is supported.
One of the caveats is that all fields must be required. So the workaround is to use an "anyOf" schema with the type null.
For example if we want to make the "limit" parameter optional we can specify it like this:
But then the model will call the api with "limit=null" .
So the PR adds the option to remove null parameters from the api call, so that your api backend won't choke on the null parameter.