7 min read
How to Prevent AI Hallucinations in Document Extraction
Use uncertainty fields, source evidence, and validation checks to prevent invented details in AI document extraction.
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AI cost and prompt preparation guides
Practical, careful explanations for preparing smaller, clearer, and safer inputs before using an AI model.
8 min read
How to Anonymize a Contract Before Using ChatGPT
Remove names, project names, contract numbers, and confidential context while preserving the clauses an AI task needs.
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How to Reduce AI Token Costs Without Losing Useful Context
A practical workflow for measuring prompts, removing repeated material, and preserving the context an AI model actually needs.
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AI Tokens and Context Windows: A Practical Explanation
Understand token estimates, input and output limits, and why character counts do not map perfectly to AI usage.
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How to Prepare PDF and Word Documents for AI
Convert documents into clean, reviewable text while preserving headings, lists, links, and essential meaning.
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How to Chunk Text for RAG and Long AI Prompts
Choose chunk sizes and boundaries that keep related ideas together and improve retrieval quality.
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JSON or YAML for AI Prompts: Choosing a Compact Data Format
Compare structured-data formats for prompt size, clarity, reliability, and safe round trips.
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How to Remove Personal Data Before Using AI Tools
A cautious workflow for identifying, replacing, reviewing, and restoring sensitive information.
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How to Remove Code Comments Before Using AI
Clean source-code excerpts without damaging strings, syntax, examples, or information the model needs.
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How to Convert HTML to Clean Text for AI Prompts
Remove page furniture while preserving useful headings, lists, tables, links, and meaning.
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How to Count Tokens Before Sending an AI Prompt
Estimate prompt size, reserve space for the answer, and avoid context-limit surprises before using an AI model.
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How to Convert a PDF to Markdown for RAG
Turn a PDF into reviewable Markdown while preserving the headings, lists, tables, and reading order a RAG pipeline needs.
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How to Minify JSON for AI Prompts Safely
Reduce JSON prompt size without changing values, breaking syntax, or removing the field names an AI task needs.
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