Feat: add primitive support for function calls (#6840)

### What problem does this PR solve?

This PR introduces ​**​primitive support for function calls​**​,
enabling the system to handle basic function call capabilities.
However, this feature is currently experimental and ​**​not yet enabled
for general use​**​, as it is only supported by a subset of models,
namely, Qwen and OpenAI models.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
This commit is contained in:
Yongteng Lei
2025-04-08 16:09:03 +08:00
committed by GitHub
parent a20439bf81
commit dc2c74b249
5 changed files with 574 additions and 130 deletions

View File

@ -145,6 +145,9 @@ def chat(dialog, messages, stream=True, **kwargs):
chat_mdl = LLMBundle(dialog.tenant_id, LLMType.IMAGE2TEXT, dialog.llm_id)
else:
chat_mdl = LLMBundle(dialog.tenant_id, LLMType.CHAT, dialog.llm_id)
toolcall_session, tools = kwargs.get("toolcall_session"), kwargs.get("tools")
if toolcall_session and tools:
chat_mdl.bind_tools(toolcall_session, tools)
bind_llm_ts = timer()
@ -338,7 +341,7 @@ def chat(dialog, messages, stream=True, **kwargs):
langfuse_output = {"time_elapsed:": re.sub(r"\n", " \n", langfuse_output), "created_at": time.time()}
# Add a condition check to call the end method only if langfuse_tracer exists
if langfuse_tracer and 'langfuse_generation' in locals():
if langfuse_tracer and "langfuse_generation" in locals():
langfuse_generation.end(output=langfuse_output)
return {"answer": think + answer, "reference": refs, "prompt": re.sub(r"\n", " \n", prompt), "created_at": time.time()}