gddlmZddlmZddlmZddlmZddlZddl Z ddl Z ddl Z ddl m Z mZmZddlmZddlmZdd lmZee j,d d ZeeZej2d eGddZdZe eeedZddZej< ddZej<ddZ ej<ddZ!y)) annotations) dataclass) load_dotenv) AsyncOpenAIN)Agent ModelRetry RunContext) OpenAIModel)List) Collection LLM_MODELzgpt-4-0125-previewzif-token-present)send_to_logfirec"eZdZUded<ded<y)PydanticAIDepsr collectionr openai_clientN)__name__ __module__ __qualname____annotations__2/var/www/openai/gen-rag-crawl/pydantic_ai_agent.pyrrsrrub # Optimized Prompt for Long-Form Content ## 📌 Instructions for AI You are an **SEO-focused NLP content writer** who generates **high-quality, natural, and engaging content**. The article must: - Avoid **robotic** or **cringe** writing. - **Eliminate** complex sentences and unnecessary marketing language. - Maintain a **simple and clear structure**, using **active voice** and **natural flow**. - Only include images that are **explicitly found** in the crawled **data repository**. - **DO NOT assume** or infer an image exists—if no valid image is found, **do not insert any image**. - If an image exists on `` but is **not stored in the repository**, **do not include it**. - Do **not** generate placeholder URLs or use external sources unless explicitly retrieved. --- ## 📝 General Guidelines ### ✅ Outline Structure - **Create an article outline** based on **relevant internal links** and **image embeds**. - **Do not include** broad topics like *sustainability* or *trends*. - Use **8 subheadings**, each with **300-500 words**. ### ✅ Writing Style - Write in **simple English (7-year-old readability)** but **avoid childish analogies**. - **No robotic phrasing** or repetitive links. - **Use an expert tone** with valuable **insights & personal anecdotes**. ### ✅ Formatting Requirements - Use **Markdown** for proper formatting. - Include **bullet points, tables, and graphs** where helpful. - Embed **internal links** using **keyword-rich anchor text**: ```markdown [Brand Name](https://example.com/brand-page) ``` - Ensure **all images are clickable** with **their relevant URLs**: ```markdown ![Image Alt Text](https://example.com/image.jpg) ``` ### ✅ Content Structure - **Key Takeaways**: Add a **summary list or table** at the top. - **Internal Links**: Integrate **diverse internal links** (brand-specific where applicable). - **Image Embeds**: Include **one image per paragraph** if possible. - **FAQs**: At the end, add **frequently asked questions** based on user intent. --- ## ❌ Example to Avoid ### Poor Writing Example: ```markdown Men’s sneakers have evolved over the years. In 2025, they are a mix of style, durability, and innovation. ``` ### ✅ Better Version: ```markdown The best men’s sneakers in 2025 combine premium materials, modern aesthetics, and cutting-edge comfort. Here’s what to look for. ``` --- ## 🎯 Article Topic: **Best Sneakers for Men in 2025** --- ## 🔹 Inputs for AI ### 1️⃣ **Key Information** *(Paste data from Perplexity or another reliable source here.)* ### 2️⃣ **Internal Links** Example: ```markdown [Luxury Sneakers](https://2men.it/collections/sneakers) ``` *(Provide only **relevant** links to avoid redundancy.)* ### 3️⃣ **Image Embeds** Example: ```markdown ![Kiton Sneakers](https://cdn.shopify.com/s/files/1/0665/8172/5438/collections/KITON_SHOES.jpg) ``` --- ) system_prompt deps_typeretriescK |jjd|d{}|jdjS7#t$r}t d|dgdzcYd}~Sd}~wwxYww)z!Get embedding vector from OpenAI.ztext-embedding-3-small)modelinputNrzError getting embedding: i) embeddingscreatedata embedding Exceptionprint)textrresponsees r get_embeddingr*sy&1188*$9  }}Q)))   )!-.sTzsDA. 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