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deepset-ai / haystack / 15117750305

19 May 2025 04:01PM UTC coverage: 90.425% (-0.02%) from 90.445%
15117750305

Pull #9400

github

web-flow
Merge 300b49f7d into fab9e0d79
Pull Request #9400: feat: add `local_files_only` to sentence-transformers embedders

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haystack/components/generators/utils.py
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# SPDX-FileCopyrightText: 2022-present deepset GmbH <info@deepset.ai>
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#
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# SPDX-License-Identifier: Apache-2.0
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from openai.types.chat.chat_completion_chunk import ChoiceDeltaToolCall
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from haystack.dataclasses import StreamingChunk
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def print_streaming_chunk(chunk: StreamingChunk) -> None:
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    """
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    Callback function to handle and display streaming output chunks.
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    This function processes a `StreamingChunk` object by:
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    - Printing tool call metadata (if any), including function names and arguments, as they arrive.
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    - Printing tool call results when available.
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    - Printing the main content (e.g., text tokens) of the chunk as it is received.
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    The function outputs data directly to stdout and flushes output buffers to ensure immediate display during
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    streaming.
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    :param chunk: A chunk of streaming data containing content and optional metadata, such as tool calls and
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        tool results.
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    """
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    # Print tool call metadata if available (from ChatGenerator)
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    if chunk.meta.get("tool_calls"):
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        for tool_call in chunk.meta["tool_calls"]:
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            if isinstance(tool_call, ChoiceDeltaToolCall) and tool_call.function:
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                # print the tool name
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                if tool_call.function.name and not tool_call.function.arguments:
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                    print("[TOOL CALL]\n", flush=True, end="")
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                    print(f"Tool: {tool_call.function.name} ", flush=True, end="")
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                    print("\nArguments: ", flush=True, end="")
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                # print the tool arguments
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                if tool_call.function.arguments:
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                    print(tool_call.function.arguments, flush=True, end="")
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    # Print tool call results if available (from ToolInvoker)
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    if chunk.meta.get("tool_result"):
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        print(f"\n\n[TOOL RESULT]\n{chunk.meta['tool_result']}\n\n", flush=True, end="")
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    # Print the main content of the chunk (from ChatGenerator)
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    if chunk.content:
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        print(chunk.content, flush=True, end="")
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