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https://github.com/open-webui/open-webui
synced 2024-11-26 22:09:51 +00:00
feat: the tools are handled using a prompt or the native API mechanism depending on the native_tool_call parameter
The older code path is in fact unneeded (once you remove the tools, the new one ) but it's simpler an more tested so I leave it how it was.
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@ -559,7 +559,6 @@ async def handle_nonstreaming_response(request: Request, response: Response,
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is_ollama = True
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is_openai = not is_ollama
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while (is_ollama and "tool_calls" in response_dict.get("message", {})) or \
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(is_openai and "tool_calls" in response_dict.get("choices", [{}])[0].get("message",{}) ):
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if is_ollama:
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@ -801,6 +800,7 @@ class ChatCompletionMiddleware(BaseHTTPMiddleware):
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"session_id": body.pop("session_id", None),
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"tool_ids": body.get("tool_ids", None),
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"files": body.get("files", None),
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"native_tool_call": body.pop("native_tool_call", False),
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}
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body["metadata"] = metadata
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@ -840,6 +840,21 @@ class ChatCompletionMiddleware(BaseHTTPMiddleware):
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body, tools = get_tools_body(body, user, extra_params)
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if model["owned_by"] == "ollama" and \
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body["metadata"]["native_tool_call"] and \
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body.get("stream", False):
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log.info("Ollama models don't support function calling in streaming yet. forcing native_tool_call to False")
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body["metadata"]["native_tool_call"] = False
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if not body["metadata"]["native_tool_call"]:
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del body["tools"] # we won't use those
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try:
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body, flags = await chat_completion_tools_handler(body, user, extra_params)
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contexts.extend(flags.get("contexts", []))
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citations.extend(flags.get("citations", []))
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except Exception as e:
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log.exception(e)
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try:
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body, flags = await chat_completion_files_handler(body)
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contexts.extend(flags.get("contexts", []))
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@ -884,12 +899,36 @@ class ChatCompletionMiddleware(BaseHTTPMiddleware):
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data_items.append({"citations": citations})
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update_body_request(request, body)
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first_response = await call_next(request)
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response = await call_next(request)
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if body.get("stream", False) is False:
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return await handle_nonstreaming_response(request, first_response, tools, user, data_items)
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if not body["metadata"]["native_tool_call"]:
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return await handle_streaming_response(request, first_response, tools, data_items, call_next, user)
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if not isinstance(response, StreamingResponse):
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return response
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content_type = response.headers["Content-Type"]
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is_openai = "text/event-stream" in content_type
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is_ollama = "application/x-ndjson" in content_type
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if not is_openai and not is_ollama:
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return response
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def wrap_item(item):
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return f"data: {item}\n\n" if is_openai else f"{item}\n"
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async def stream_wrapper(original_generator, data_items):
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for item in data_items:
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yield wrap_item(json.dumps(item))
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async for data in original_generator:
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yield data
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return StreamingResponse(
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stream_wrapper(response.body_iterator, data_items),
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headers=dict(response.headers),
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)
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else:
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if not body.get("stream", False):
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return await handle_nonstreaming_response(request, response, tools, user, data_items)
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return await handle_streaming_response(request, response, tools, data_items, call_next, user)
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async def _receive(self, body: bytes):
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return {"type": "http.request", "body": body, "more_body": False}
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