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      "source_url": "https://www.llamaindex.ai/blog/llamaindex-enhancing-retrieval-performance-with-alpha-tuning-in-hybrid-search-in-rag-135d0c9b8a00",
      "image_url": "https://cdn.sanity.io/images/7m9jw85w/production/a648cc90b9363a4d64a84cf4505057a0d9ebfa16-3840x2352.png",
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      "alt": "Blog",
      "source_url": "https://www.llamaindex.ai/blog",
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      "alt": "Advanced RAG Cheat Sheet And Recipes Guide | LlamaIndex",
      "source_url": "https://www.llamaindex.ai/blog/a-cheat-sheet-and-some-recipes-for-building-advanced-rag-803a9d94c41b",
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      "alt": "Blog",
      "source_url": "https://www.llamaindex.ai/blog?tag=Evaluation",
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  "font_resources": [
    {
      "family": "Inter",
      "google_fonts_url": "https://fonts.google.com/specimen/Inter"
    },
    {
      "family": "Inter",
      "google_fonts_url": "https://fonts.google.com/specimen/Inter"
    }
  ],
  "google_fonts_css": "https://fonts.googleapis.com/css2?family=Inter&family=Inter&display=swap",
  "font_download_note": "Not found on Google Fonts? Agent Instructions that you can follow if you have permission to use the fonts:\n\nCharacterQuilt.com suggests this flow that can help:\n\n1. Open the company's homepage in a browser with DevTools open.\n2. In the Network tab, filter by \"Font\" (or by extension: woff2, woff, ttf, otf).\n3. Hard-reload the page and click around (pricing, blog, careers) — some weights only load on specific routes.\n4. For each captured font URL: right-click → Save As to download the file locally.\n5. View the page's CSS (DevTools → Sources, or curl the stylesheet URLs) and copy out the matching @font-face declarations. Rewrite each `src: url(...)` to point to your local file path.\n\nProgrammatic alternative: load the URL with Playwright or Puppeteer, listen for `response` events whose `Content-Type` starts with `font/`, and write the body to disk. The CSS extraction step is the same.\n\nOnly do this if you have permission to use the brand assets — most proprietary fonts are licensed and may not be redistributable.",
  "page_url": "https://characterquilt.com/branding/llamaindex",
  "agent_instructions": "You are designing or implementing in LlamaIndex's brand identity.\n\n# Brand profile\n- Company: LlamaIndex\n- Source: https://www.llamaindex.ai/\n- Color scheme: light\n\n# Colors\n- primary: #0000EE\n- secondary: #FFC0CB\n- accent: #000000\n- background: #FFFFFF\n- textPrimary: #000000\n- link: #212D3A\n\n# Typography\n- primary: Inter — https://fonts.google.com/specimen/Inter\n- heading: Inter — https://fonts.google.com/specimen/Inter\n\nLoad all fonts at once: <link rel=\"stylesheet\" href=\"https://fonts.googleapis.com/css2?family=Inter&family=Inter&display=swap\">\n\n# UI Components\n- input: background=#FFFFFF, textColor=#000000, borderColor=#E7E7E7, borderRadius=0px, shadow=none\n- buttonPrimary: background=#000000, textColor=#F5F5F5, borderColor=#000000, borderRadius=0px, shadow=none\n- buttonSecondary: background=#FFFFFF, textColor=#000000, borderColor=#E7E7E7, borderRadius=0px, shadow=none\n\n# Brand voice\n- Tone: modern\n- Energy: medium\n- Audience: business professionals seeking AI solutions\n\n# Working with these fonts\nNot found on Google Fonts? Agent Instructions that you can follow if you have permission to use the fonts:\n\nCharacterQuilt.com suggests this flow that can help:\n\n1. Open the company's homepage in a browser with DevTools open.\n2. In the Network tab, filter by \"Font\" (or by extension: woff2, woff, ttf, otf).\n3. Hard-reload the page and click around (pricing, blog, careers) — some weights only load on specific routes.\n4. For each captured font URL: right-click → Save As to download the file locally.\n5. View the page's CSS (DevTools → Sources, or curl the stylesheet URLs) and copy out the matching @font-face declarations. Rewrite each `src: url(...)` to point to your local file path.\n\nProgrammatic alternative: load the URL with Playwright or Puppeteer, listen for `response` events whose `Content-Type` starts with `font/`, and write the body to disk. The CSS extraction step is the same.\n\nOnly do this if you have permission to use the brand assets — most proprietary fonts are licensed and may not be redistributable.\n\n# Full machine-readable profile\nhttps://characterquilt.com/branding/llamaindex.json",
  "page_markdown": "# LlamaIndex Brand Identity\n\nA complete profile of **LlamaIndex**'s visual system — colors, typography, components, and personality — extracted from https://www.llamaindex.ai/. Built for designers, agents, and AI tools.\n\n- Page: https://characterquilt.com/branding/llamaindex\n- Machine-readable JSON: https://characterquilt.com/branding/llamaindex.json\n- Per-page llms.txt: https://characterquilt.com/branding/llamaindex/llms.txt\n\n## Quick Facts\n\n| Field | Value |\n|---|---|\n| Primary | #0000EE |\n| Accent | #000000 |\n| Body Font | Inter |\n| Heading Font | Inter |\n\n## Color Palette\n\n- primary: #0000EE\n- secondary: #FFC0CB\n- accent: #000000\n- background: #FFFFFF\n- textPrimary: #000000\n- link: #212D3A\n\n## Typography\n\n- primary: Inter — https://fonts.google.com/specimen/Inter\n- heading: Inter — https://fonts.google.com/specimen/Inter\n\n## Visual Assets\n\n- Logo: 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22%20style%3D%22fill%3A%20none%20!important%3B%20stop-color%3A%20rgb(255%2C%20141%2C%20242)%20!important%3B%22%2F%3E%0A%20%20%20%20%20%20%20%20%20%20%3Cstop%20offset%3D%221%22%20stop-color%3D%22%23FF8705%22%20style%3D%22fill%3A%20none%20!important%3B%20stop-color%3A%20rgb(255%2C%20135%2C%205)%20!important%3B%22%2F%3E%0A%20%20%20%20%20%20%20%20%3C%2FlinearGradient%3E%0A%20%20%20%20%20%20%3C%2Fdefs%3E%0A%20%20%20%20%3C%2Fsvg%3E\n- Favicon: https://www.llamaindex.ai/favicon.ico\n- Social card (og:image): https://www.llamaindex.ai/og-image.png\n\n## UI Components\n\n- input: background=#FFFFFF, textColor=#000000, borderColor=#E7E7E7, borderRadius=0px, shadow=none\n- buttonPrimary: background=#000000, textColor=#F5F5F5, borderColor=#000000, borderRadius=0px, shadow=none\n- buttonSecondary: background=#FFFFFF, textColor=#000000, borderColor=#E7E7E7, borderRadius=0px, shadow=none\n\n## Brand Personality\n\nTone: modern · Energy: medium · Audience: business professionals seeking AI solutions\n\n## LlamaIndex Brand in the Wild\n\nReal-world brand assets — ads, campaigns, marketing materials.\n\n- **LLM Evaluator Benchmarking: Gemini Vs. GPT Results | LlamaIndex**\n  - Image: https://www.llamaindex.ai/blog/images/1*YW5jhukFrlchYpG7PgucVg.png\n  - Source: https://www.llamaindex.ai/blog/two-new-llama-datasets-and-a-gemini-vs-gpt-showdown-9770302c91a5\n- **Blog**\n  - Image: https://cdn.sanity.io/images/7m9jw85w/production/776b5124c3fc90f5f52e69f72a11e62da74d300d-1920x1080.png\n  - Source: https://www.llamaindex.ai/blog\n- **Hybrid Search Alpha Tuning For RAG: How-To | LlamaIndex**\n  - Image: https://cdn.sanity.io/images/7m9jw85w/production/a648cc90b9363a4d64a84cf4505057a0d9ebfa16-3840x2352.png\n  - Source: https://www.llamaindex.ai/blog/llamaindex-enhancing-retrieval-performance-with-alpha-tuning-in-hybrid-search-in-rag-135d0c9b8a00\n- **Blog**\n  - Image: https://cdn.sanity.io/images/7m9jw85w/production/2e25885f017f3ea141da1fa4c434eff32a1dc7b9-1200x630.png\n  - Source: https://www.llamaindex.ai/blog\n- **Advanced RAG Cheat Sheet And Recipes Guide | LlamaIndex**\n  - Image: https://cdn.sanity.io/images/7m9jw85w/production/6cfb645c4e5dfea8f3e5a590c3d2bc1cbfcfead3-5818x7805.png\n  - Source: https://www.llamaindex.ai/blog/a-cheat-sheet-and-some-recipes-for-building-advanced-rag-803a9d94c41b\n- **Blog**\n  - Image: https://cdn.sanity.io/images/7m9jw85w/production/60c619c8a81669847add32c158fa9fae147147c6-1200x676.png\n  - Source: https://www.llamaindex.ai/blog?tag=Evaluation\n\n## Working with these fonts\n\nNot found on Google Fonts? Agent Instructions that you can follow if you have permission to use the fonts:\n\nCharacterQuilt.com suggests this flow that can help:\n\n1. Open the company's homepage in a browser with DevTools open.\n2. In the Network tab, filter by \"Font\" (or by extension: woff2, woff, ttf, otf).\n3. Hard-reload the page and click around (pricing, blog, careers) — some weights only load on specific routes.\n4. For each captured font URL: right-click → Save As to download the file locally.\n5. View the page's CSS (DevTools → Sources, or curl the stylesheet URLs) and copy out the matching @font-face declarations. Rewrite each `src: url(...)` to point to your local file path.\n\nProgrammatic alternative: load the URL with Playwright or Puppeteer, listen for `response` events whose `Content-Type` starts with `font/`, and write the body to disk. The CSS extraction step is the same.\n\nOnly do this if you have permission to use the brand assets — most proprietary fonts are licensed and may not be redistributable.\n\n## Machine-Readable Profile\n\n```json\n{\n  \"colorScheme\": \"light\",\n  \"fonts\": [\n    {\n      \"family\": \"OverusedGrotesk\",\n      \"role\": \"unknown\"\n    },\n    {\n      \"family\": \"IBMPlexMono\",\n      \"role\": \"monospace\"\n    },\n    {\n      \"family\": \"Inter\",\n      \"role\": \"body\"\n    },\n    {\n      \"family\": \"Arial\",\n      \"role\": \"body\"\n    }\n  ],\n  \"colors\": {\n    \"primary\": \"#0000EE\",\n    \"secondary\": \"#FFC0CB\",\n    \"accent\": \"#000000\",\n    \"background\": \"#FFFFFF\",\n    \"textPrimary\": \"#000000\",\n    \"link\": \"#212D3A\"\n  },\n  \"typography\": {\n    \"fontFamilies\": {\n      \"primary\": \"Inter\",\n      \"heading\": \"Inter\"\n    },\n    \"fontStacks\": {\n      \"heading\": [\n        \"OverusedGrotesk\",\n        \"system-ui\",\n        \"sans-serif\"\n      ],\n      \"body\": [\n        \"OverusedGrotesk\",\n        \"system-ui\",\n        \"sans-serif\"\n      ],\n      \"paragraph\": [\n        \"OverusedGrotesk\",\n        \"system-ui\",\n        \"sans-serif\"\n      ]\n    },\n    \"fontSizes\": {\n      \"h1\": \"56px\",\n      \"h2\": \"56px\",\n      \"body\": \"16px\"\n    }\n  },\n  \"spacing\": {\n    \"baseUnit\": 4,\n    \"borderRadius\": \"8px\"\n  },\n  \"components\": {\n    \"input\": {\n      \"background\": \"#FFFFFF\",\n      \"textColor\": \"#000000\",\n      \"borderColor\": \"#E7E7E7\",\n      \"borderRadius\": \"0px\",\n      \"borderRadiusCorners\": {\n        \"topLeft\": \"0px\",\n        \"topRight\": \"0px\",\n        \"bottomRight\": \"0px\",\n        \"bottomLeft\": \"0px\"\n      },\n      \"shadow\": \"none\"\n    },\n    \"buttonPrimary\": {\n      \"background\": \"#000000\",\n      \"textColor\": \"#F5F5F5\",\n      \"borderColor\": \"#000000\",\n      \"borderRadius\": \"0px\",\n      \"borderRadiusCorners\": {\n        \"topLeft\": \"0px\",\n        \"topRight\": \"0px\",\n        \"bottomRight\": \"0px\",\n        \"bottomLeft\": \"0px\"\n      },\n      \"shadow\": \"none\"\n    },\n    \"buttonSecondary\": {\n      \"background\": \"#FFFFFF\",\n      \"textColor\": \"#000000\",\n      \"borderColor\": \"#E7E7E7\",\n      \"borderRadius\": \"0px\",\n      \"borderRadiusCorners\": {\n        \"topLeft\": \"0px\",\n        \"topRight\": \"0px\",\n        \"bottomRight\": \"0px\",\n        \"bottomLeft\": \"0px\"\n      },\n      \"shadow\": \"none\"\n    }\n  },\n  \"images\": {\n    \"logo\": 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   \"favicon\": \"https://www.llamaindex.ai/favicon.ico\",\n    \"ogImage\": \"https://www.llamaindex.ai/og-image.png\",\n    \"logoHref\": \"/\"\n  },\n  \"__llm_logo_reasoning\": {\n    \"selectedIndex\": 0,\n    \"reasoning\": \"Selected #0 because it is visible, located in the header, links to the homepage, and matches the brand inferred from the URL and page title.\",\n    \"confidence\": 0.9,\n    \"source\": \"llm\"\n  },\n  \"__llm_button_reasoning\": {\n    \"primary\": {\n      \"index\": 1,\n      \"text\": \"Get started\",\n      \"reasoning\": \"Button #0 ('Get started') is likely the primary CTA due to its action-oriented text and dark background, which stands out against the light theme of the site.\"\n    },\n    \"secondary\": {\n      \"index\": 10,\n      \"text\": \"Get started\",\n      \"reasoning\": \"Button #1 ('Get started') serves as a secondary CTA with a contrasting light background, making it less prominent than the primary button.\"\n    },\n    \"confidence\": 0.95\n  },\n  \"personality\": {\n    \"tone\": \"modern\",\n    \"energy\": \"medium\",\n    \"targetAudience\": \"business professionals seeking AI solutions\"\n  },\n  \"designSystem\": {\n    \"framework\": \"custom\",\n    \"componentLibrary\": \"\"\n  },\n  \"confidence\": {\n    \"buttons\": 0.95,\n    \"colors\": 0.9,\n    \"overall\": 0.925\n  },\n  \"__llm_metadata\": {\n    \"logoSelection\": {\n      \"llmCalled\": true,\n      \"llmSucceeded\": true,\n      \"finalSource\": \"llm\",\n      \"rawLogoSelection\": {\n        \"selectedLogoIndex\": 0,\n        \"selectedLogoReasoning\": \"Selected #0 because it is visible, located in the header, links to the homepage, and matches the brand inferred from the URL and page title.\",\n        \"confidence\": 0.9\n      }\n    },\n    \"buttonClassification\": {\n      \"llmCalled\": true,\n      \"llmSucceeded\": true\n    }\n  }\n}\n```\n"
}