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tool_calling_workaround
ai-agents-tool-calling-workaro-when-using-langchain-with-vllm-s-openai-compatible-7275fe35
IFWhen using LangChain with vLLM's OpenAI-compatible API and Llama 3.1, tool call responses contain a '<|python_tag|>' prefix and are not parsed into actual function calls.
THENImplement a custom parser that strips the '<|python_tag|>' prefix from the AIMessage content and attempts to parse the remaining JSON into a ToolCall object with name and parameters.
Tier 170%
tool_calling_workaround
ai-agents-tool-calling-workaro-unhandled-tool-invocations-with-llama-3-1-when-usi-c4fee768
IFUnhandled tool invocations with Llama 3.1 when using LangChain and vLLM's OpenAI-compatible API: the model returns <|python_tag|> metadata but does not produce a proper function call.
THENImplement a custom parser that strips the '<|python_tag|>' prefix from the assistant message content, attempts to parse the remainder as JSON containing 'name' and 'parameters', and constructs a ToolCall object to pass to the LangChain chain. This workaround bridges the gap until vLLM fully supports native tool calls for Llama 3.1.
Tier 170%
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