Marco Gundlach
By Marco Gundlach Last updated on

A 200-page research report is in front of you, the presentation is tomorrow, and you need the key points today. This is exactly the kind of situation Claude is suited for, a language model from Anthropic designed for long texts. In this guide, you will learn how to upload extensive documents such as logs, reports, or academic papers, analyze them with a precise prompt, and keep the limits and costs in mind. The examples come from a video tutorial in which a bachelor's thesis of around 200 pages is analyzed.

GenAI for Cybersecurity: 7.3 - Claude – for long logs, reports, and documentation

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Key Takeaways

Claude processes very long documents, well over 100,000 tokens, and thus delivers useful summaries even from extensive texts. The quality of your result depends heavily on the precision of your request. The free version has significant limitations, and prices differ greatly depending on the plan and API model.

Step-by-Step Guide

Step 1: Upload the Document

Getting started is easy. You can select your file via the plus icon in the input field or drag and drop it directly into the chat window. In the example, a PDF file with around 200 pages is used. Make sure you use a text file from which content can be extracted, because a scanned image without text recognition is of little help to the model.

Claude for long documents: Summarizing reports in seconds

Step 2: Formulate a Clear Task

After the upload comes the prompt, and this is exactly where the quality of the result is decided. In the video, the instruction is roughly: Summarize the five most important findings of the document in simple language. This task is short but contains all the important information: the number of results, the goal, and the style. You can also adapt the language to your target audience, for example for supervisors, fellow students, or for a presentation.

Claude for long documents: Summarizing reports in seconds

Step 3: Start the Analysis and Check the Result

As soon as the file is completely uploaded, you send the prompt. The analysis takes a few seconds for a long document. In the example, Claude delivers five key statements about creatine in women, for instance that creatine leads to a slight weight gain and that this is more pronounced especially when taken for more than seven days. The wording is understandable, and at the end the model summarizes the document once more.

Still, read the results critically. For important statements, check the original passage in the document, because even a model with few hallucinations can reproduce numbers or relationships incorrectly.

Claude for long documents: Summarize reports in seconds
Claude for long documents: Summarizing reports in seconds

Step 4: Know the Limits of the Free Version

The free version has clear restrictions. The number of messages and the amount of text that can be processed are severely limited, and fewer features are available. If you want to use Claude regularly for larger projects, you should expect these limits. So plan your requests so that you can get by with a few well-prepared prompts.

Claude for long documents: Summarizing reports in seconds

Step 5: Choose the Right Plan

Claude offers several plans. According to the video, the tiers are Pro, Max, Team, and Enterprise. In the video, the Max variant costs about 90 euros per month with monthly billing and offers many times the usage of the Pro plan as well as early access to new features. According to the video, the Team plan costs 23 euros per month per person with annual billing, but is only available from at least five members, which in the example results in at least 115 euros per month. For companies, there is also the Enterprise plan, for which you have to contact Anthropic directly.

Prices may change. Therefore, always check the current information on the official website before making a decision. Also consider whether you want to integrate Claude into your daily work only occasionally or intensively.

Claude for long documents: Summarizing reports in seconds
Claude for long documents: Summarizing reports in seconds

Step 6: Ask precise questions instead of making vague requests

A common mistake is giving the model a general task and then asking for several revisions. Instead, phrase your request concretely from the start. State the goal, the desired format, the length, and, if relevant, the target audience. A sentence like "List the five most important results as bullet points that I can use in a presentation" saves you several iterations. This prompt engineering works similarly to ChatGPT.

Step 7: Choose the right tool

Claude is particularly suited to reading, analyzing, and summarizing long scientific texts as well as complex concepts. In the video, ChatGPT is rated as stronger for creative texts and programming tasks, mainly because of its extensive plugins. According to the video, Gemini impresses with its multimodal capabilities, but is less mature with very long contexts. For programming tasks, a combination is therefore preferable, in which Claude serves as a complementary tool for more detailed explanations.

Claude for long documents: Summarizing reports in seconds

Step 8: Choose a model in the API

If you want to integrate Claude into your own applications, Anthropic offers an API. You can find information on this at anthropic.com/api. Three models are available there: Haiku is fast and inexpensive, Sonnet is balanced and powerful, and Opus is the most powerful but most expensive model. In the video, about 15 US dollars per million input tokens and 75 US dollars per million output tokens are quoted for Opus 4.1. For Haiku, input is about 0.80 US dollars and output about 4 US dollars per million tokens. With large volumes of documents, it is therefore worth asking whether you really need the most powerful model. There is also prompt caching, which makes recurring content cheaper, as well as batch processing for larger volumes of jobs.

Claude for long documents: Summarizing reports in seconds

Step 9: Your own exercise and troubleshooting

At the end of the video, a small exercise is suggested. Upload a document from your daily life, such as a PDF or a Word document, and have it summarize the most important points in five sentences. Then check whether these points accurately reflect the content. If a document is too large, Claude displays an error message. In that case, you shorten the document or split it into smaller sections. With a Pro plan, you can process larger files.

Summary – Claude for long documents: Summarize reports in seconds

Claude is well suited to long logs, reports, and documentation because the model processes very large amounts of text and shows comparatively few hallucinations. You upload the file, formulate a precise task, and check the result against the original passages. The free version is limited, and the plans and API prices differ significantly. Therefore, choose the model and plan that match your actual needs.

FAQ

How much text can Claude process at once?Claude is designed for long contexts; the video mentions documents with around 200 pages and more than 100,000 tokens, but the limit depends on the plan and the model.

Why does Claude report an error with my document?The document is probably too large for your plan. Shorten the file, split it into sections, or switch to a plan with larger limits.

How do I write a good prompt for a summary?State the goal, the number of desired points, the format, and the target audience, for example: Summarize the five most important findings in simple language as bullet points for a presentation.

Can I also use Claude for programming tasks?Yes, but according to the video, Claude is particularly suited as a complementary tool for explanations, while ChatGPT is recommended as the leading system for programming tasks.

Which API model should I choose for many documents?For large volumes, Haiku is usually worthwhile because it is the cheapest. Opus offers the highest quality but is significantly more expensive. Sonnet falls in between.

Are the prices mentioned permanently valid?No, prices can change. Always check the current information on Anthropic's official website before making a decision.

Marco Gundlach
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