I Want To Create A Open Source Tool For Deep Research That Uses

i want to create a open source tool for deep research that uses only api of different providers like anthropic , openai , google etc it can also do deep research using locally running llm models in the user pc just using the base url. Start with creating a frontend first index.html , styles.css etc the interface must be similar to like we r talking right now Workflow for AI-Assisted Deep Research: User Request: The user asks for research on a topic (e.g., “Research about dogs”). Query Understanding: The pre-trained NLP model (GPT-3 or BERT) interprets the query, extracts key topics, and prepares for the search. Web Search and Scraping: The system queries the web using an API (Google Custom Search, Wikipedia API, etc.) or scrapes relevant data from trusted sources. Data Processing: The AI extracts relevant information (facts, summaries, and relationships) from the gathered content using a pre-trained model (GPT, BERT, etc.). Summarization and Output: The AI uses summarization models (GPT-3, T5) to generate a

22.06.2025 11:25