Update README.md

README.md

@@ -1,3 +1,56 @@
 ---
 license: cc-by-nc-nd-4.0
+datasets:
+- kwaikeg/KAgentInstruct
+- kwaikeg/KAgentBench
+language:
+- en
+- zh
+pipeline_tag: text-generation
 ---
+
+
+KwaiAgents ([Github](https://github.com/KwaiKEG/KwaiAgents)) is a series of Agent-related works open-sourced by the [KwaiKEG](https://github.com/KwaiKEG) from [Kuaishou Technology](https://www.kuaishou.com/en). The open-sourced content includes:
+
+1. **KAgentSys-Lite**: An experimental Agent Loop implemented based on open-source search engines, browsers, time, calendar, weather, and other tools, which is only missing the memory mechanism and some search capabilities compared to the system in the paper.
+2. **KAgentLMs**: A series of large language models with Agent capabilities such as planning, reflection, and tool-use, acquired through the Meta-agent tuning proposed in the paper.
+3. **KAgentInstruct**: Fine-tuned data of instructions generated by the Meta-agent in the paper.
+4. **KAgentBench**: Over 3,000 human-edited, automated evaluation data for testing Agent capabilities, with evaluation dimensions including planning, tool-use, reflection, concluding, and profiling.
+
+
+## User Guide
+
+### Serving by [Lamma.cpp](https://github.com/ggerganov/llama.cpp) (CPU)
+llama-cpp-python offers a web server which aims to act as a drop-in replacement for the OpenAI API. This allows you to use llama.cpp compatible models with any OpenAI compatible client (language libraries, services, etc).
+
+To install the server package and get started:
+```bash
+pip install llama-cpp-python[server]
+python3 -m llama_cpp.server --model kagentlms_qwen_7b_mat_gguf/ggml-model-q4_0.gguf --chat_format chatml --port 8888
+```
+
+Finally, you can use the curl command to invoke the model same as the OpenAI calling format. Here's an example:
+```bash
+curl http://localhost:8888/v1/chat/completions \
+-H "Content-Type: application/json" \
+-d '{"messages": [{"role": "user", "content": "Who is Andy Lau"}]}'
+```
+
+## Citation
+```
+@article{pan2023kwaiagents,
+  author    = {Haojie Pan and
+               Zepeng Zhai and
+               Hao Yuan and
+               Yaojia Lv and
+               Ruiji Fu and
+               Ming Liu and
+               Zhongyuan Wang and
+               Bing Qin
+               },
+  title     = {KwaiAgents: Generalized Information-seeking Agent System with Large Language Models},
+  journal   = {CoRR},
+  volume    = {abs/2312.04889},
+  year      = {2023}
+}
+```