ggozad/haiku.rag

• highreadme#1

  Rewrite README intro to clarify scope, 'Haiku' meaning, and core differentiators

  原因：

  当前

  Agentic RAG built on LanceDB, Pydantic AI, and Docling.

  复制粘贴的修复

  复制

  Haiku RAG is an opinionated, advanced agentic RAG *system* (not just an example) built on LanceDB, Pydantic AI, and Docling. The 'Haiku' in its name refers to Google Gemini Haiku, emphasizing its compact and efficient design. It excels at multimodal and cross-modal search, vision QA, complex multi-document analysis via sandboxed Python, and conversational AI, making it suitable for sophisticated RAG applications.

  待办完成忽略
• mediumhomepage#2

  Add a homepage URL to the repository metadata

  原因：

  复制粘贴的修复

  复制

  https://github.com/ggozad/haiku.rag

  待办完成忽略
• lowtopics#3

  Refine repository topics to better reflect advanced and multimodal capabilities

  原因：

  当前

  ai, docling, lancedb, mcp, mcp-server, ml, pydantic-ai, rag

  复制粘贴的修复

  复制

  ai, rag, agentic-ai, multimodal-ai, vision-qa, conversational-ai, lancedb, pydantic-ai, docling, llm-applications

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How can I build a RAG system that understands both text and images?

  你：未被推荐
  AI 推荐顺序：

  1. LlamaIndex
  2. CLIP
  3. OpenCLIP
  4. LLaVA
  5. Fuyu-8B
  6. GPT-4V
  7. Haystack
  8. InMemoryDocumentStore
  9. ElasticsearchDocumentStore
  10. PineconeDocumentStore
  11. DensePassageRetriever
  12. PromptNode
  13. LangChain
  14. Chroma
  15. Pinecone
  16. FAISS
  17. MultimodalRetriever
  18. Hugging Face Transformers
  19. CLIPModel
  20. CLIPProcessor
  21. Annoy
  22. Google Cloud Vertex AI Multimodal Embeddings
  23. Gemini Pro Vision
  24. Vertex AI Vector Search
  25. Azure AI Vision
  26. Azure OpenAI Service
  27. Azure AI Search

  AI 推荐了 27 个替代方案，却始终没点名 ggozad/haiku.rag。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Seeking an advanced RAG framework for complex multi-document analysis and conversational AI.

  你：未被推荐
  AI 推荐顺序：

  1. LlamaIndex
  2. LangChain
  3. Haystack
  4. RAGatouille
  5. DSPy

  AI 推荐了 5 个替代方案，却始终没点名 ggozad/haiku.rag。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of ggozad/haiku.rag?

  pass
  ✓AI 明确点名了 ggozad/haiku.rag

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts ggozad/haiku.rag in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 ggozad/haiku.rag

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo ggozad/haiku.rag solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 ggozad/haiku.rag

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？