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refine readme, update updates (#1648)

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### Type of change

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Co-authored-by: writinwaters <93570324+writinwaters@users.noreply.github.com>
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Kevin Hu
2024-07-23 13:59:20 +08:00
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@ -65,16 +65,19 @@ Try our demo at [https://demo.ragflow.io](https://demo.ragflow.io).
## 🔥 Latest Updates
- 2024-07-23 Supports audio file parsing.
- 2024-07-21 Supports more LLMs (LocalAI, OpenRouter, StepFun, and Nvidia).
- 2024-07-18 Adds more components (Wikipedia, PubMed, Baidu, and Duckduckgo) to the graph.
- 2024-07-08 Supports workflow based on [Graph](./graph/README.md).
- 2024-06-27 Supports Markdown and Docx in the Q&A parsing method.
- 2024-06-27 Supports extracting images from Docx files.
- 2024-06-27 Supports extracting tables from Markdown files.
- 2024-06-14 Supports PDF in the Q&A parsing method.
- 2024-06-06 Supports [Self-RAG](https://huggingface.co/papers/2310.11511), which is enabled by default in dialog settings.
- 2024-05-30 Integrates [BCE](https://github.com/netease-youdao/BCEmbedding) and [BGE](https://github.com/FlagOpen/FlagEmbedding) reranker models.
- 2024-05-28 Supports LLM Baichuan and VolcanoArk.
- 2024-05-23 Supports [RAPTOR](https://arxiv.org/html/2401.18059v1) for better text retrieval.
- 2024-05-21 Supports streaming output and text chunk retrieval API.
- 2024-05-15 Integrates OpenAI GPT-4o.
## 🌟 Key Features