{"repo":"thiswillbeyourgithub/wdoc","free":true,"listed":false,"github":"https://github.com/thiswillbeyourgithub/wdoc","clone":"git clone https://github.com/thiswillbeyourgithub/wdoc.git","description":"Summarize and query from a lot of heterogeneous documents. Any LLM provider, any filetype, advanced RAG, advanced summaries, scriptable, etc","language":"Python","stars":535,"topics":["langchain","llm","news","python","question-answering","summarizer","parser","pdf","rag"],"license":"AGPL-3.0","category":"ai-agents","readme_excerpt":"wdoc I'm wdoc. I solve RAG problems. - wdoc, imitating Winston \"The Wolf\" Wolf wdoc is a powerful RAG (Retrieval-Augmented Generation) system designed to summarize, search, and query documents across various file types. It's particularly useful for handling large volumes of diverse document types, making it ideal for researchers, students, and professionals dealing with extensive information sources. Created by a psychiatry resident who needed a way to get a definitive answer from multiple sources at the same time (audio recordings, video lectures, Anki flashcards, PDFs, EPUBs, etc.). wdoc was born from frustration with existing RAG solutions for querying and summarizing. Note: wdoc was coded mostly by hand, without LLM assistance as they didn't exist at the time, Claude Code will probably be used to refactor the code as it evolves. (The online documentation can be found here) Goal and project specifications : wdoc 's goal is to create perfectly useful summaries and perfectly useful sourced answers to questions on heterogeneous corpus. It's capable of querying tens of thousands of documents across various file types at the same time. The project also includes an opinionated summary feature to help users efficiently keep up with large amounts of information. It uses mostly LangChain and LiteLLM as backends. Current status : usable, tested, still under active development, tens of planned features I don't plan on stopping to read anytime soon so if you find it promising, stick a","default_branch":null,"files":null,"tree":[],"storefront":"/r/thiswillbeyourgithub","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/thiswillbeyourgithub/wdoc/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}