Support "tool" keyword in agent chat_completion and assistants apis

[minmin-intel]

Priority

P3-Medium

OS type

Ubuntu

Hardware type

Gaudi2

Running nodes

Single Node

Description

user can pass a subset of tools (subset of tools defined in tools yaml) as part of their requests to agent's chat_completion or assistants apis (see list below), and agents will only use the subset of tools in this turn of conversation.
api list with tool keywords:
https://platform.openai.com/docs/api-reference/chat/create,
https://platform.openai.com/docs/api-reference/assistants/createAssistant,
https://platform.openai.com/docs/api-reference/runs/createRun

[lkk12014402]

agents will only use the subset of tools in this turn of conversation?

we maybe need re-instantiate agent

[lkk12014402]

reuse the parameter tool_choices in the ChatCompletionRequest definition https://github.com/opea-project/GenAIComps/blob/main/comps/cores/proto/api_protocol.py#L175

and add tool_choices in the CreateAssistantsRequest definition https://github.com/opea-project/GenAIComps/blob/main/comps/cores/proto/api_protocol.py#L486

refer this usage https://github.com/huggingface/text-generation-inference/blob/main/docs/source/basic_tutorials/using_guidance.md?plain=1#L364

[lkk12014402]

draft a pr #1126

[lkk12014402]

ReActAgentwithLangchain https://github.com/opea-project/GenAIComps/blob/main/comps/agent/src/integrations/strategy/react/planner.py#L19

https://github.com/opea-project/GenAIComps/blob/main/comps/agent/src/integrations/strategy/planexec/planner.py

https://github.com/opea-project/GenAIComps/blob/main/comps/agent/src/integrations/strategy/ragagent/planner.py

https://github.com/opea-project/GenAIComps/blob/main/comps/agent/src/integrations/strategy/sqlagent/planner.py

add tools when initialization, can't change during conversations

https://github.com/opea-project/GenAIComps/blob/main/comps/agent/src/integrations/strategy/sqlagent/planner.py#L79

[lkk12014402]

reuse tool_choice https://github.com/opea-project/GenAIComps/blob/main/comps/cores/proto/api_protocol.py#L175 to replace tool_choices

[lkk12014402]

the pr #1126 is merged