initial

Author: Aki

.gitignore

@@ -13,3 +13,6 @@ export_presets.cfg
 .mono/
 data_*/
 mono_crash.*.json
+
+# 
+.env.json

README.md

@@ -1,2 +1,54 @@
 # godot-groq-moa
 Mixture of Agents using Groq with Godot (not wrapper ,can export Web)
+
+this is not  based langchain,however I think almost same behavior. 
+## Web Demo (Can't use clipboard ,drop api key with json)
+https://akigame.itch.io/godot-llm-moa
+
+## Godot Version
+I used Godot4.3r1 for my webexport,but it was developed under 4.2.2
+
+python version - not my projects
+https://github.com/skapadia3214/groq-moa
+
+## Final Inference.
+the paper seemds say refer all version(cycle 1 - last),but it would consume too much token.
+
+## License
+All the code are MIT 
+### prompt
+prompts are Apache2.0 
+I'm not sure prompt license,but I make prompt based groq-moa version.
+that why it relase under Apache2.0 
+
+## models
+I recommend use llama 3.1, because of tokens.
+
+### gemma2-9b-it
+sometime broken with other referece,stop using ref in code.
+### groq-tools
+
+
+## my opinion about moa
+I feel need more bigger LLM.
+main needs 405b ,agents need around 70b size
+
+## TODO
+I'll support ollama and Gemeni,chatgpt before next month.
+
+characters,add move variant images or remove them depends on response.
+
+## Citation
+
+This project implements the Mixture-of-Agents architecture proposed in the following paper:
+
+```
+@article{wang2024mixture,
+  title={Mixture-of-Agents Enhances Large Language Model Capabilities},
+  author={Wang, Junlin and Wang, Jue and Athiwaratkun, Ben and Zhang, Ce and Zou, James},
+  journal={arXiv preprint arXiv:2406.04692},
+  year={2024}
+}
+```
+
+For more information about the Mixture-of-Agents concept, please refer to the [original research paper](https://arxiv.org/abs/2406.04692) and the [Together AI blog post](https://www.together.ai/blog/together-moa).