├── .gitignore ├── .gitmodules ├── Deployment Guide.pdf ├── README.md ├── README_EN.md ├── app └── flask_app │ ├── README.md │ ├── embedding_app.py │ ├── infer │ ├── __init__.py │ ├── bge_zh.py │ ├── buffer_cross.py │ ├── instruct_internlm.py │ ├── qwen_int4.py │ └── requirements.txt │ ├── instruct_app.py │ ├── model_location.json │ ├── models │ ├── cross │ │ └── prepare_model.sh │ ├── embedding │ │ ├── prepare_model.sh │ │ └── prepare_model_cn.sh │ └── instruct │ │ ├── prepare_model.sh │ │ └── prepare_model_cn.sh │ ├── start_app.sh │ └── start_app_cn.sh ├── arch.png ├── backend_interface.md ├── benchmark ├── README.md ├── ask_assistant_benchmark.py ├── chatglm2_inference_benckmark.md └── intention_detect_benchmark.py ├── best_practice_summary.pdf ├── code ├── __pycache__ │ ├── Bloomz_LLM.cpython-310.pyc │ └── prompt_template.cpython-310.pyc ├── chat_agent │ ├── Dockerfile │ ├── README.md │ ├── aws_agent.py │ ├── build_and_push.sh │ ├── ecr-policy.json │ ├── generator │ ├── requirements.txt │ └── tools │ │ ├── get_price.py │ │ └── service_org_demo.py ├── generator │ ├── Dockerfile │ ├── README.md │ ├── __init__.py │ ├── build_and_push.sh │ ├── ecr-policy.json │ ├── lambda.py │ ├── llm_manager.py │ ├── llm_wrapper.py │ ├── regist_sagemaker_endpoint.py │ └── requirements.txt ├── intention_detect │ ├── Dockerfile │ ├── README.md │ ├── build_and_push.sh │ ├── ecr-policy.json │ ├── generator │ ├── intention.py │ ├── requirements.txt │ └── retriever ├── lambda_feedback │ └── app.py ├── lambda_offline_trigger │ └── offline_trigger_lambda.py ├── lambda_plugins_trigger │ └── app.py ├── main │ ├── Dockerfile │ ├── build_and_push.sh │ ├── ecr-policy.json │ ├── generator │ ├── main.py │ ├── requirements.txt │ ├── retriever │ └── utils │ │ ├── management.py │ │ ├── utils.py │ │ └── web_search.py ├── offline_process │ ├── README.md │ ├── aos_schema.md │ ├── aos_write_job.py │ ├── batch_upload_docs.py │ └── chatbot_logs_func.py ├── query_rewriter │ ├── Dockerfile │ ├── README.md │ ├── build_and_push.sh │ ├── ecr-policy.json │ ├── generator │ ├── query_rewrite.py │ └── requirements.txt └── retriever │ ├── __init__.py │ ├── hybrid_retriever.py │ └── web_search.py ├── console.png ├── demo.gif ├── deploy ├── .gitignore ├── .npmignore ├── bin │ └── deploy.js ├── cdk.json ├── custom_resource │ └── indices_custom_resource.py ├── ec2config.sh ├── env.sample ├── gen_env.sh ├── initilize_aos_docs.sh ├── jest.config.js ├── lambda_layer │ └── bedrock-agent-layer.zip ├── lib │ ├── alb-stack.js │ ├── apigw-stack.js │ ├── autoscalling.js │ ├── bedrock-stack.js │ ├── deploy-stack.js │ ├── ec2-stack.js │ ├── frontend-cdk-stack.js │ ├── frontend-lambda-stack.js │ ├── generator-stack.js │ ├── glue-stack.js │ ├── opensearch-serverless-stack.js │ ├── opensearch-stack.js │ └── vpc-stack.js ├── package-lock.json ├── package.json ├── setup_knowledgebase.sh ├── teardown_knowledgebase.sh └── test │ └── deploy.test.js ├── doc_preprocess ├── Enhance_Doc.py ├── Enhance_Doc_Bedrock.py ├── Enhance_FAQ.py ├── README.md ├── amazon-mwaa.pdf ├── aws_cleanroom.faq ├── aws_emr.faq ├── aws_msk.faq ├── data_process.py ├── doc_spliter.py ├── enhance_markdown_claude3.py ├── install_poppler.sh ├── pdf2markdown_claude3.py ├── pdf_spliter.py ├── qa_formater.py └── split_excel.py ├── docs ├── PMC10004510.txt ├── ask_user_faq.xlsx ├── aws-overview.pdf ├── aws_1.blog.json ├── aws_cleanroom.faq ├── aws_emr.faq ├── aws_emr_offical.faq ├── aws_msk.faq ├── common-stock-fs.pdf ├── common-stock-fs.pdf.json ├── faq_template.csv ├── intentions │ ├── abbr.example │ ├── assist.example │ ├── aws_faq.example │ ├── aws_price.example │ ├── aws_service_status.example │ ├── comfort.example │ ├── conversations.example │ ├── get_contact.example │ └── transfer.example └── prompt_template │ └── Claude_knowledge_qa_prompt.template ├── image-1.png ├── image.png ├── notebooks ├── embedding │ ├── bge-reranker-deploy.ipynb │ ├── bge-reranker-v2-m3-deploy.ipynb │ ├── bge_en_deploy.ipynb │ ├── bge_m3_deploy.ipynb │ ├── bge_zh_deploy.ipynb │ ├── bge_zh_research.ipynb │ ├── buffer-cross-001-deploy.ipynb │ ├── buffer-embedding-002-deploy.ipynb │ ├── e5-multilingual-deploy.ipynb │ ├── finetune-embedding-and-deploy-v2.ipynb │ ├── finetune-embedding-and-deploy.ipynb │ ├── paraphrase-multilingual-deploy.ipynb │ ├── text2vec-base-chinese-deploy.ipynb │ ├── text2vec-large-chinese-deploy.ipynb │ ├── text2vec_embedding_test.ipynb │ └── visualize_emb_benchmark.ipynb ├── guidance │ ├── HowToFindThreshold.ipynb │ ├── aws_emr_offical.json │ ├── aws_glue.faq │ └── embedding_models_benchmark.ipynb ├── knowledge_build │ ├── AWS_DOC_POC.ipynb │ ├── WriteEmb2AOS.ipynb │ ├── aws_blogs_page.ipynb │ ├── document_segment.ipynb │ ├── knowledge_enrich.ipynb │ └── knowledge_enrich_v2.ipynb ├── llm │ ├── Aquila_chat_deploy.ipynb │ ├── baichuan2_13b_gptq_deploy.ipynb │ ├── baichuan2_4bit_stream_deploy.ipynb │ ├── baichuan2_7b_stream_deploy.ipynb │ ├── buffer-instruct-baichuan-001-deploy.ipynb │ ├── buffer-instruct-internlm-001-deploy.ipynb │ ├── chatglm2-serverside-batch-deploy.ipynb │ ├── chatglm2_deploy-stream.ipynb │ ├── chatglm2_deploy.ipynb │ ├── chatglm3_deploy.ipynb │ ├── chatglm_deploy-stream.ipynb │ ├── llama2_7b_chat_deploy.ipynb │ ├── llama_deepspeed_deploy.ipynb │ ├── orion_14b_int4_deploy.ipynb │ ├── qwen15_14b_int4_deploy.ipynb │ ├── qwen_14b_int4_deploy.ipynb │ ├── qwen_bit4_stream_deploy.ipynb │ ├── qwen_deploy.ipynb │ ├── qwen_int4_deploy_cn.ipynb │ └── vllm │ │ ├── baichuan2_13b_vllm_deploy.ipynb │ │ ├── tokenization_baichuan.py │ │ └── vllm_mistral_7B_deploy_V9.ipynb ├── model_eval │ └── trulength.ipynb ├── mutilmodal │ ├── VisualGLM-nonstream-deploy.ipynb │ └── VisualGLM-stream-deploy.ipynb └── test │ └── automation_test.ipynb ├── readme_1.png ├── readme_2.png ├── wechat.png └── workflow.png /.gitignore: -------------------------------------------------------------------------------- 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