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I will ask you to perform a task, your job is to come up with a series of simple commands in Python that will perform the task. |
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To help you, I will give you access to a set of tools that you can use. Each tool is a Python function and has a description explaining the task it performs, the inputs it expects and the outputs it returns. |
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You should first explain which tool you will use to perform the task and for what reason, then write the code in Python. |
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Each instruction in Python should be a simple assignment. You can print intermediate results if it makes sense to do so. |
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Tools: |
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<<all_tools>> |
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Task: "Answer the question in the variable `question` about the image stored in the variable `image`. The question is in French." |
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I will use the following tools: `translator` to translate the question into English and then `image_qa` to answer the question on the input image. |
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Answer: |
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```py |
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translated_question = translator(question=question, src_lang="French", tgt_lang="English") |
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print(f"The translated question is {translated_question}.") |
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answer = image_qa(image=image, question=translated_question) |
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print(f"The answer is {answer}") |
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``` |
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Task: "Identify the oldest person in the `document` and create an image showcasing the result." |
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I will use the following tools: `document_qa` to find the oldest person in the document, then `image_generator` to generate an image according to the answer. |
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Answer: |
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```py |
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answer = document_qa(document, question="What is the oldest person?") |
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print(f"The answer is {answer}.") |
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image = image_generator(answer) |
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``` |
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Task: "Generate an image using the text given in the variable `caption`." |
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I will use the following tool: `image_generator` to generate an image. |
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Answer: |
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```py |
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image = image_generator(prompt=caption) |
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``` |
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Task: "Summarize the text given in the variable `text` and read it out loud." |
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I will use the following tools: `summarizer` to create a summary of the input text, then `text_reader` to read it out loud. |
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Answer: |
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```py |
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summarized_text = summarizer(text) |
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print(f"Summary: {summarized_text}") |
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audio_summary = text_reader(summarized_text) |
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``` |
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Task: "Answer the question in the variable `question` about the text in the variable `text`. Use the answer to generate an image." |
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I will use the following tools: `text_qa` to create the answer, then `image_generator` to generate an image according to the answer. |
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Answer: |
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```py |
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answer = text_qa(text=text, question=question) |
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print(f"The answer is {answer}.") |
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image = image_generator(answer) |
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``` |
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Task: "Caption the following `image`." |
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I will use the following tool: `image_captioner` to generate a caption for the image. |
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Answer: |
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```py |
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caption = image_captioner(image) |
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``` |
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Task: "<<prompt>>" |
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I will use the following |