asinghcsu/AgenticRAG-Survey

• highreadme#1

  Clarify that the repo is a survey, not a framework, in the README's opening

  原因：

  复制粘贴的修复

  复制

  This repository is the official companion to our comprehensive survey paper, 'Agentic Retrieval-Augmented Generation (Agentic RAG),' providing an academic overview and taxonomy of the field, not a production-ready library or framework.

  待办完成忽略
• highlicense#2

  Add a LICENSE file to the repository

  原因：

  复制粘贴的修复

  复制

  Create a `LICENSE` file in the repository root with the chosen open-source license (e.g., MIT, Apache-2.0, or CC-BY-4.0 for content).

  待办完成忽略
• mediumtopics#3

  Add topics that clarify the repository's format as a survey or research paper

  原因：

  当前

  agentic, agentic-ai, agentic-framework, agentic-pattern, agentic-rag, agentic-workflow, llm-agent, multi-agent-systems, multiagent, rag, reflection, tools

  复制粘贴的修复

  复制

  agentic, agentic-ai, agentic-framework, agentic-pattern, agentic-rag, agentic-workflow, llm-agent, multi-agent-systems, multiagent, rag, reflection, tools, survey, research, academic-paper, literature-review

  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 enhance my RAG pipeline with autonomous AI agents for better performance?

  你：未被推荐
  AI 推荐顺序：

  1. LangChain
  2. LlamaIndex
  3. AutoGPT
  4. BabyAGI
  5. Haystack
  6. CrewAI
  7. Microsoft AutoGen

  AI 推荐了 7 个替代方案，却始终没点名 asinghcsu/AgenticRAG-Survey。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What are the different agentic patterns and multi-agent system architectures for advanced RAG?

  你：未被推荐
  AI 推荐顺序：

  1. LangChain (langchain-ai/langchain)
  2. LlamaIndex (run-llama/llama_index)
  3. OpenAI
  4. DSPy (stanfordnlp/dspy)
  5. LangGraph (langchain-ai/langgraph)
  6. AutoGen (microsoft/autogen)
  7. CrewAI (joaomdmoura/crewai)

  AI 推荐了 7 个替代方案，却始终没点名 asinghcsu/AgenticRAG-Survey。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 asinghcsu/AgenticRAG-Survey?

  pass
  ⚠AI 未点名 asinghcsu/AgenticRAG-Survey —— 很可能在说另一个项目

  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 asinghcsu/AgenticRAG-Survey in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 asinghcsu/AgenticRAG-Survey

  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 asinghcsu/AgenticRAG-Survey solve, and who is the primary audience?

  pass
  ⚠AI 未点名 asinghcsu/AgenticRAG-Survey —— 很可能在说另一个项目

  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？