mukulpatnaik/researchgpt

• hightopics#1

  Add relevant topics to the repository

  原因：

  复制粘贴的修复

  复制

  llm, research-assistant, pdf-qa, fastapi, python, openai, embeddings, RAG, local-llm-app, self-hosted

  待办完成忽略
• highreadme#2

  Reposition README's opening to clarify project type and value

  原因：

  当前

  ## **This repository is no longer actively maintained. A more advanced version of this project is available at chat.portal.so for free and will be open sourced soon.**
  
  # ResearchGPT
  
  This is a simple fastapi app that provides a clean interface to enable a conversation with any pdf. You can enter a link to a pdf hosted online or upload your own pdf. The app will then extract the text from the pdf, create embeddings from the text and use them with the openai api to generate a response to a question you ask. It will also return a source for the part of the text it used to generate the response and the page number.

  复制粘贴的修复

  复制

  # ResearchGPT: An Open-Source FastAPI Application for Local PDF Q&A with LLMs
  
  This repository provides a simple, self-hostable FastAPI application that enables conversation with any PDF. It's designed for users looking to build or learn about local LLM-powered research assistants.
  
  ## **Note: This repository is no longer actively maintained. A more advanced version of this project is available at chat.portal.so for free and will be open sourced soon.**
  
  The app extracts text from PDFs, creates embeddings, and uses them with the OpenAI API to generate responses to your questions, returning sources and page numbers. You can enter a link to an online PDF or upload your own.

  待办完成忽略
• mediumreadme#3

  Clarify the scope of the example video in the README

  原因：

  当前

  ## Example 
  (this video shows some features available on the live demo only )
  
  https://user-images.githubusercontent.com/36257370/230793133-ecb579d3-47d9-4200-916a-9c5978a40b09.mp4

  复制粘贴的修复

  复制

  ## Example
  
  This video demonstrates the core functionality of ResearchGPT, including features available in this open-source repository. (Note: Some advanced features shown are exclusive to the live demo at https://www.dara.chat).
  
  https://user-images.githubusercontent.com/36257370/230793133-ecb579d3-47d9-4200-916a-9c5978a40b09.mp4

  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 use AI to chat with research papers and extract key information?

  你：未被推荐
  AI 推荐顺序：

  1. ChatGPT
  2. Perplexity AI
  3. Elicit
  4. Semantic Scholar
  5. Humata AI
  6. ChatPDF

  AI 推荐了 6 个替代方案，却始终没点名 mukulpatnaik/researchgpt。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Looking for a tool to build a local PDF question-answering system with LLMs.

  你：未被推荐
  AI 推荐顺序：

  1. LlamaIndex (run-llama/llama_index)
  2. LangChain (langchain-ai/langchain)
  3. Haystack (deepset-ai/haystack)
  4. PrivateGPT (imartinez/privateGPT)
  5. RAGatouille (m-bain/ragatouille)

  AI 推荐了 5 个替代方案，却始终没点名 mukulpatnaik/researchgpt。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 mukulpatnaik/researchgpt?

  pass
  ✓AI 明确点名了 mukulpatnaik/researchgpt

  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 mukulpatnaik/researchgpt in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 mukulpatnaik/researchgpt

  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 mukulpatnaik/researchgpt solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 mukulpatnaik/researchgpt

  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？