{"repo":"ptrcozolr/Hashtag","free":true,"listed":false,"github":"https://github.com/ptrcozolr/Hashtag","clone":"git clone https://github.com/ptrcozolr/Hashtag.git","description":"Hashtag is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.","language":"Python","stars":15,"topics":["gpt","gpt-35-turbo","gpt-4","gpt35","llm","nextjs","openai","rag","react"],"license":null,"category":"ai-agents","readme_excerpt":"Hashtag English Simplified Chinese Japanese Hashtag is a knowledge-based Q&A system powered by a large language model (LLM), offering out-of-the-box data processing and model-calling capabilities. It also supports visual workflow orchestration via Flow to enable complex Q&A scenarios! 🛸 Use Online - 🌍 International Version: Hashtag.fun 💡 RoadMap 1 Application Orchestration Capabilities - [x] Dialog workflows, plugin workflows - [x] Tool calling - [x] Code sandbox - [x] Loop calling - [x] User selection - [x] Form input 2 Knowledge Base Capabilities - [x] Multi-library reuse and mixing - [x] Chunk record modification and deletion - [x] Supports manual input, direct segmentation, QA split import - [x] Supports txt, md, html, pdf, docx, pptx, csv, xlsx (can PR more file loaders), URL reading, CSV batch import - [x] Mixed retrieval & re-ranking - [x] API knowledge base - [ ] Custom file reading service - [ ] Custom chunking service 3 Application Debugging Capabilities - [x] Single-point search test in the knowledge base - [x] Feedback and modification during dialogs - [x] Full context display - [x] Full module intermediate value display - [ ] Advanced orchestration debug mode 4 OpenAPI Interface - [x] Completions interface (chat mode aligned with GPT interface) - [x] Knowledge base CRUD - [x] Dialog CRUD 5 Operational Capabilities - [x] Shareable window without login - [x] One-click embed via Iframe - [x] Chat window embed with custom icons, default opening, dragging, etc. - [","default_branch":null,"files":null,"tree":[],"storefront":"/r/ptrcozolr","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ptrcozolr/Hashtag/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."}