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a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md deleted file mode 100644 index 5b627cfa..00000000 --- a/CODE_OF_CONDUCT.md +++ /dev/null @@ -1,4 +0,0 @@ -## Code of Conduct -This project has adopted the [Amazon Open Source Code of Conduct](https://aws.github.io/code-of-conduct). -For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq) or contact -opensource-codeofconduct@amazon.com with any additional questions or comments. diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md deleted file mode 100644 index c4b6a1c5..00000000 --- a/CONTRIBUTING.md +++ /dev/null @@ -1,59 +0,0 @@ -# Contributing Guidelines - -Thank you for your interest in contributing to our project. Whether it's a bug report, new feature, correction, or additional -documentation, we greatly value feedback and contributions from our community. - -Please read through this document before submitting any issues or pull requests to ensure we have all the necessary -information to effectively respond to your bug report or contribution. - - -## Reporting Bugs/Feature Requests - -We welcome you to use the GitHub issue tracker to report bugs or suggest features. - -When filing an issue, please check existing open, or recently closed, issues to make sure somebody else hasn't already -reported the issue. Please try to include as much information as you can. Details like these are incredibly useful: - -* A reproducible test case or series of steps -* The version of our code being used -* Any modifications you've made relevant to the bug -* Anything unusual about your environment or deployment - - -## Contributing via Pull Requests -Contributions via pull requests are much appreciated. Before sending us a pull request, please ensure that: - -1. You are working against the latest source on the *main* branch. -2. You check existing open, and recently merged, pull requests to make sure someone else hasn't addressed the problem already. -3. You open an issue to discuss any significant work - we would hate for your time to be wasted. - -To send us a pull request, please: - -1. Fork the repository. -2. Modify the source; please focus on the specific change you are contributing. If you also reformat all the code, it will be hard for us to focus on your change. -3. Ensure local tests pass. -4. Commit to your fork using clear commit messages. -5. Send us a pull request, answering any default questions in the pull request interface. -6. Pay attention to any automated CI failures reported in the pull request, and stay involved in the conversation. - -GitHub provides additional document on [forking a repository](https://help.github.com/articles/fork-a-repo/) and -[creating a pull request](https://help.github.com/articles/creating-a-pull-request/). - - -## Finding contributions to work on -Looking at the existing issues is a great way to find something to contribute on. As our projects, by default, use the default GitHub issue labels (enhancement/bug/duplicate/help wanted/invalid/question/wontfix), looking at any 'help wanted' issues is a great place to start. - - -## Code of Conduct -This project has adopted the [Amazon Open Source Code of Conduct](https://aws.github.io/code-of-conduct). -For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq) or contact -opensource-codeofconduct@amazon.com with any additional questions or comments. - - -## Security issue notifications -If you discover a potential security issue in this project we ask that you notify AWS/Amazon Security via our [vulnerability reporting page](http://aws.amazon.com/security/vulnerability-reporting/). Please do **not** create a public github issue. - - -## Licensing - -See the [LICENSE](LICENSE) file for our project's licensing. We will ask you to confirm the licensing of your contribution. diff --git a/LICENSE b/LICENSE deleted file mode 100644 index 09951d9f..00000000 --- a/LICENSE +++ /dev/null @@ -1,17 +0,0 @@ -MIT No Attribution - -Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. - -Permission is hereby granted, free of charge, to any person obtaining a copy of -this software and associated documentation files (the "Software"), to deal in -the Software without restriction, including without limitation the rights to -use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of -the Software, and to permit persons to whom the Software is furnished to do so. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS -FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR -COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER -IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN -CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. - diff --git a/Makefile b/Makefile deleted file mode 100644 index e1a86140..00000000 --- a/Makefile +++ /dev/null @@ -1,473 +0,0 @@ -# Makefile for Cost Effective and Scalable Model Inference on AWS Graviton with EKS -# This Makefile automates the deployment of the complete ML inference solution - -.PHONY: help install install-platform setup-base setup-models setup-gateway setup-observability setup-idp setup-rag setup-rag-strands setup-milvus clean clean-pvcs clean-safe verify-cluster - -# Default target -help: - @echo "Available targets:" - @echo " install - Complete installation of all components including RAG Strands application" - @echo " install-platform - Install platform only (base, models, observability, gateway)" - @echo " verify-cluster - Verify EKS cluster access" - @echo " setup-base - Install base infrastructure components (includes GP3 with Immediate binding)" - @echo " setup-models - Deploy model hosting services" - @echo " setup-gateway - Deploy model gateway (LiteLLM)" - @echo " setup-observability - Deploy monitoring and observability" - @echo " setup-idp - Setup Intelligent Document Processing" - @echo " setup-rag - Setup RAG with OpenSearch" - @echo " setup-rag-strands - Setup RAG with Strands SDK and OpenSearch (Kubernetes deployment)" - @echo " setup-milvus - Install Milvus vector database" - @echo " clean - Complete cleanup including PVCs and persistent resources" - @echo " clean-safe - Safe cleanup (applications only, preserves data)" - @echo " clean-pvcs - Remove only persistent volume claims and volumes" - @echo " status - Check deployment status" - @echo "" - @echo "๐Ÿš€ Quick Start:" - @echo " Run 'make install' for complete setup including the multi-agent RAG system" - @echo "" - @echo "Storage Configuration:" - @echo " - GP3 storage class uses Immediate binding mode to prevent timeout issues" - @echo " - This ensures StatefulSets and complex workloads provision volumes correctly" - @echo "" - @echo "Prerequisites:" - @echo " - EKS cluster must be set up following AWS Solutions Guidance" - @echo " - kubectl configured to access the cluster" - @echo " - Required environment variables configured" - @echo " - TAVILY_API_KEY for web search functionality" - -# Complete installation including RAG Strands application -install: verify-cluster setup-base setup-models setup-observability setup-gateway setup-rag-strands - @echo "โœ… Complete installation finished!" - @echo "" - @echo "๐ŸŽ‰ Your complete Agentic AI platform is now deployed with:" - @echo " โœ“ Base infrastructure (KubeRay, GPU operators, storage)" - @echo " โœ“ Model hosting services (Ray Serve, vLLM)" - @echo " โœ“ Observability tools (Langfuse)" - @echo " โœ“ Model gateway (LiteLLM proxy)" - @echo " โœ“ Multi-agent RAG system with Strands SDK" - @echo "" - @echo "๐Ÿ”ง Configuration completed during installation:" - @echo " - LiteLLM proxy with unified API gateway" - @echo " - Langfuse for LLM observability and tracing" - @echo " - OpenSearch cluster for vector storage" - @echo " - Multi-agent system with web search capabilities" - @echo "" - @echo "๐Ÿš€ Your system is ready to use!" - @echo " - Access the RAG application via the deployed ALB endpoint" - @echo " - All agents include built-in OpenTelemetry tracing" - @echo " - Web search integration with Tavily API" - @echo " - Comprehensive observability through Langfuse" - @echo "" - @echo "๐Ÿ“– For detailed usage instructions, refer to the README documentation." - -# Platform-only installation (without RAG application) -install-platform: verify-cluster setup-base setup-models setup-observability setup-gateway - @echo "โœ… Platform installation finished!" - @echo "" - @echo "๐ŸŽ‰ Your Agentic AI platform is now deployed with:" - @echo " โœ“ Base infrastructure (KubeRay, GPU operators, storage)" - @echo " โœ“ Model hosting services (Ray Serve, vLLM)" - @echo " โœ“ Observability tools (Langfuse)" - @echo " โœ“ Model gateway (LiteLLM proxy)" - @echo "" - @echo "Next steps:" - @echo "1. Configure LiteLLM:" - @echo " - Export the LiteLLM ingress ALB address:" - @echo " export LITELLM_ALB_URL=\$$(kubectl get ingress litellm-ingress -o jsonpath='{.status.loadBalancer.ingress[0].hostname}')" - @echo " - Access LiteLLM web interface at http://\$$LITELLM_ALB_URL" - @echo " - Login with username 'admin' and password 'sk-123456'" - @echo " - Create a virtual key in 'Virtual Keys' section" - @echo " - Mark 'All Team Models' for the models field" - @echo " - Note down the key value for use in agentic applications" - @echo "" - @echo "2. Deploy agentic applications:" - @echo " - Run 'make setup-rag-strands' for the multi-agent RAG system" - @echo " - Or refer to the README for other agentic application options" - -# Verify cluster access -verify-cluster: - @echo "๐Ÿ” Verifying EKS cluster access..." - kubectl cluster-info - kubectl get nodes - @echo "โœ… Cluster verification complete" - -# Setup base infrastructure -setup-base: verify-cluster - @echo "๐Ÿš€ Installing base infrastructure components..." - @echo " - KubeRay Operator for distributed model serving" - @echo " - NVIDIA GPU Operator for GPU workloads" - @echo " - GP3 storage class with Immediate binding (prevents timeout issues)" - @echo " - Karpenter node pools for different workload types" - cd base_eks_setup && chmod +x install_operators.sh && ./install_operators.sh - @echo "โœ… Base infrastructure setup complete" - -# Setup model hosting services -setup-models: setup-base - @echo "๐Ÿค– Deploying model hosting services..." - cd model-hosting && chmod +x setup.sh && ./setup.sh - @echo "โœ… Model hosting services deployed" - -# Setup observability -setup-observability: setup-models - @echo "๐Ÿ“Š Deploying observability tools..." - @echo "โฑ๏ธ Note: Langfuse deployment may take up to 10 minutes to complete" - cd model-observability && chmod +x setup.sh && ./setup.sh - @echo "โœ… Observability tools deployed" - @echo "" - @echo "โš ๏ธ IMPORTANT: Configure Langfuse after deployment:" - @echo " 1. Access Langfuse web interface" - @echo " 2. Create organization 'test' and project 'demo'" - @echo " 3. Go to 'Tracing' menu and set up tracing" - @echo " 4. Record Public Key (PK) and Secret Key (SK)" - -# Setup model gateway -setup-gateway: setup-observability - @echo "๐ŸŒ Deploying model gateway..." - cd model-gateway && chmod +x setup.sh && ./setup.sh - @echo "โœ… Model gateway deployed" - @echo "" - @echo "โš ๏ธ IMPORTANT: Configure LiteLLM after deployment:" - @echo " 1. Export the LiteLLM ingress ALB address:" - @echo " export LITELLM_ALB_URL=\$$(kubectl get ingress litellm-ingress -o jsonpath='{.status.loadBalancer.ingress[0].hostname}')" - @echo " 2. Access LiteLLM web interface" - @echo " 3. Login with username 'admin' and password 'sk-123456'" - @echo " 4. Go to 'Virtual Keys' and create a new key" - @echo " 5. Mark 'All Team Models' for the models field" - @echo " 6. Store the generated secret key for agentic applications" - -# Setup Intelligent Document Processing -setup-idp: - @echo "๐Ÿ“„ Setting up Intelligent Document Processing..." - @if [ ! -f agentic-apps/agentic-idp/.env ]; then \ - echo "Creating .env file from template..."; \ - cd agentic-apps/agentic-idp && cp .env.example .env; \ - echo "โš ๏ธ Please edit agentic-apps/agentic-idp/.env with your configuration"; \ - echo " - LLAMA_VISION_MODEL_KEY=your-litellm-virtual-key"; \ - echo " - API_GATEWAY_URL=your-litellm-gateway-url"; \ - echo " - LANGFUSE_HOST=your-langfuse-endpoint"; \ - echo " - LANGFUSE_PUBLIC_KEY=your-langfuse-public-key"; \ - echo " - LANGFUSE_SECRET_KEY=your-langfuse-secret-key"; \ - echo ""; \ - echo "After configuring .env, run: cd agentic-apps/agentic-idp && pip install -r requirements.txt && python agentic_idp.py"; \ - else \ - echo "Installing Python dependencies..."; \ - cd agentic-apps/agentic-idp && pip install -r requirements.txt; \ - echo "โœ… IDP setup complete. Run: cd agentic-apps/agentic-idp && python agentic_idp.py"; \ - fi - -# Setup RAG with OpenSearch -setup-rag: - @echo "๐Ÿ” Setting up RAG with OpenSearch..." - cd agentic-apps/agentic_rag_opensearch && chmod +x setup-opensearch.sh && ./setup-opensearch.sh - @if [ ! -f agentic-apps/agentic_rag_opensearch/.env ]; then \ - echo "Creating .env file from template..."; \ - cd agentic-apps/agentic_rag_opensearch && cp .env.example .env; \ - echo "โš ๏ธ Please edit agentic-apps/agentic_rag_opensearch/.env with your configuration"; \ - echo " - OPENAI_API_KEY=your-litellm-virtual-key"; \ - echo " - OPENAI_BASE_URL=your-model-endpoint-url"; \ - echo " - LANGFUSE_HOST=your-langfuse-endpoint"; \ - echo " - LANGFUSE_PUBLIC_KEY=your-langfuse-public-key"; \ - echo " - LANGFUSE_SECRET_KEY=your-langfuse-secret-key"; \ - echo ""; \ - echo "After configuring .env, run the following commands:"; \ - echo " cd agentic-apps/agentic_rag_opensearch"; \ - echo " pnpm install"; \ - echo " pnpm embed-knowledge"; \ - echo " pnpm dev"; \ - else \ - echo "Installing Node.js dependencies..."; \ - cd agentic-apps/agentic_rag_opensearch && pnpm install; \ - echo "โœ… RAG setup complete. Run the following commands:"; \ - echo " cd agentic-apps/agentic_rag_opensearch"; \ - echo " pnpm embed-knowledge"; \ - echo " pnpm dev"; \ - fi - -# Setup RAG with Strands SDK and OpenSearch (Kubernetes deployment) -setup-rag-strands: - @echo "๐Ÿ” Setting up RAG with Strands SDK and OpenSearch..." - @echo "๐Ÿ“‹ This will deploy a containerized multi-agent RAG system with:" - @echo " - SupervisorAgent (Orchestrator) with built-in tracing" - @echo " - KnowledgeAgent for managing knowledge base and embeddings" - @echo " - MCPAgent for tool interactions via MCP protocol" - @echo " - OpenSearch cluster for vector storage" - @echo " - Tavily web search integration" - @echo " - OpenTelemetry tracing with Langfuse integration" - @echo "" - @echo "โš ๏ธ Prerequisites:" - @echo " - Python 3.9+" - @echo " - EKS cluster" - @echo " - TAVILY_API_KEY (https://docs.tavily.com/documentation/quickstart#get-your-free-tavily-api-key)" - @echo " - AWS credentials configured" - @echo " - Docker daemon in running status" - @echo "" - @echo "๐Ÿš€ Starting deployment..." - cd agentic-apps/strandsdk_agentic_rag_opensearch && chmod +x setup.sh && ./setup.sh - @echo "โœ… RAG with Strands SDK deployment complete!" - -# Setup Milvus vector database -setup-milvus: - @echo "๐Ÿ—„๏ธ Installing Milvus vector database..." - @echo "Installing cert-manager..." - kubectl apply -f https://github.com/jetstack/cert-manager/releases/download/v1.5.3/cert-manager.yaml - @echo "Waiting for cert-manager to be ready..." - kubectl wait --for=condition=ready pod -l app=cert-manager -n cert-manager --timeout=300s - @echo "Installing Milvus operator..." - kubectl apply -f https://raw.githubusercontent.com/zilliztech/milvus-operator/main/deploy/manifests/deployment.yaml - kubectl wait --for=condition=ready pod -l control-plane=controller-manager -n milvus-operator --timeout=300s - @echo "Creating EBS storage class..." - kubectl apply -f milvus/ebs-storage-class.yaml - @echo "Deploying Milvus standalone..." - kubectl apply -f milvus/milvus-standalone.yaml - @echo "Creating Network Load Balancer service..." - kubectl apply -f milvus/milvus-nlb-service.yaml - @echo "โœ… Milvus installation complete" - -# Function calling setup -setup-function-calling: - @echo "๐Ÿ”ง Setting up function calling service..." - kubectl apply -f agent/kubernetes/combined.yaml - @echo "โœ… Function calling service deployed" - @echo "" - @echo "Test function calling with:" - @echo "curl -X POST http:///chat \\" - @echo " -H \"Content-Type: application/json\" \\" - @echo " -d '{\"message\": \"What is the current weather in London?\"}'" - -# Performance benchmarking setup -setup-benchmark: - @echo "๐Ÿ“Š Setting up performance benchmarking..." - @echo "Please ensure you have:" - @echo "1. Launched a client EC2 instance in the same AZ as your Ray cluster" - @echo "2. Installed Golang on the client instance" - @echo "3. Set environment variables:" - @echo " export URL=http://localhost:8000/v1/chat/completions" - @echo " export REQUESTS_PER_PROMPT=" - @echo " export NUM_WARMUP_REQUESTS=" - @echo "4. Run: kubectl port-forward service/ray-service-llamacpp-serve-svc 8000:8000" - @echo "5. Execute: go run perf_benchmark.go" - -# Clean up all deployments including persistent volumes -clean: - @echo "๐Ÿงน Cleaning up deployments and resources created by this Makefile..." - @echo "" - @echo "โš ๏ธ WARNING: This will delete resources installed by this Makefile!" - @echo "๐Ÿ“‹ Resources that will be deleted:" - @echo " - Application deployments and services in default, kuberay, gpu-operator, milvus, and langfuse namespaces" - @echo " - Persistent volume claims and volumes created by this Makefile" - @echo " - Custom storage classes" - @echo " - Secrets and configmaps in managed namespaces (except system ones)" - @echo " - Custom resource definitions related to Ray and Milvus" - @echo " - Operators and components installed by this Makefile" - @echo " - Custom namespaces created by this Makefile" - @echo "" - @echo "๐Ÿ“‹ Resources that will NOT be deleted:" - @echo " - ArgoCD components" - @echo " - AWS Load Balancer Controller" - @echo " - CoreDNS" - @echo " - EBS CSI Controller" - @echo " - Karpenter" - @echo " - Other system components" - @echo "" - @echo "Press Ctrl+C within 15 seconds to cancel..." - @sleep 15 - @echo "" - @echo "๐Ÿ—‘๏ธ Step 1: Removing workloads installed by this Makefile..." - @echo " Removing deployments (excluding system components)..." - -kubectl delete deployment --all -n default 2>/dev/null || true - -kubectl delete deployment -n kuberay --all 2>/dev/null || true - -kubectl delete deployment -n gpu-operator --all 2>/dev/null || true - -kubectl delete deployment -n milvus --all 2>/dev/null || true - -kubectl delete deployment -n langfuse --all 2>/dev/null || true - @echo " Removing statefulsets (excluding system components)..." - -kubectl delete statefulset --all -n default 2>/dev/null || true - -kubectl delete statefulset -n kuberay --all 2>/dev/null || true - -kubectl delete statefulset -n milvus --all 2>/dev/null || true - -kubectl delete statefulset -n langfuse --all 2>/dev/null || true - @echo " Removing daemonsets (excluding system ones)..." - -kubectl delete daemonset --all -n default 2>/dev/null || true - -kubectl delete daemonset -n gpu-operator --all 2>/dev/null || true - @echo " Removing jobs and cronjobs (excluding system ones)..." - -kubectl delete job --all -n default 2>/dev/null || true - -kubectl delete cronjob --all -n default 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 2: Removing agentic applications..." - -kubectl delete -f agent/kubernetes/combined.yaml 2>/dev/null || true - @echo "๐Ÿ—‘๏ธ Removing Strands SDK RAG applications..." - -kubectl delete -f agentic-apps/strandsdk_agentic_rag_opensearch/k8s/ 2>/dev/null || true - -kubectl delete ingress strandsdk-rag-ingress-alb 2>/dev/null || true - -kubectl delete secret app-secrets 2>/dev/null || true - -kubectl delete configmap app-config 2>/dev/null || true - -kubectl delete serviceaccount strandsdk-rag-service-account 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 3: Removing Milvus and related resources..." - -kubectl delete -f milvus/milvus-nlb-service.yaml 2>/dev/null || true - -kubectl delete -f milvus/milvus-standalone.yaml 2>/dev/null || true - -kubectl delete -f milvus/ebs-storage-class.yaml 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 4: Removing observability components..." - @echo " Uninstalling Langfuse Helm release..." - -helm uninstall langfuse 2>/dev/null || true - -cd model-observability && kubectl delete -f . 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 5: Removing model gateway..." - -cd model-gateway && kubectl delete -f . 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 6: Removing model hosting services..." - -cd model-hosting && kubectl delete -f . 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 7: Waiting for pods to terminate..." - @echo " This may take a few minutes..." - -kubectl wait --for=delete pod --all --all-namespaces --timeout=300s 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 8: Force deleting any stuck pods..." - -kubectl delete pods --all --all-namespaces --grace-period=0 --force 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 9: Removing persistent volume claims..." - -kubectl delete pvc --all --all-namespaces --timeout=60s 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 10: Removing persistent volumes..." - -kubectl delete pv --all --timeout=60s 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 11: Removing NVIDIA GPU Operator..." - @echo " Uninstalling NVIDIA GPU Operator Helm releases..." - -helm list -n gpu-operator --short | xargs -r -I {} helm uninstall {} -n gpu-operator 2>/dev/null || true - @echo " Removing NVIDIA Device Plugin..." - -kubectl delete -f https://raw.githubusercontent.com/NVIDIA/k8s-device-plugin/v0.17.2/deployments/static/nvidia-device-plugin.yml 2>/dev/null || true - @echo " Removing GPU operator namespace..." - -kubectl delete namespace gpu-operator 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 12: Removing KubeRay Operator..." - @echo " Uninstalling KubeRay Operator Helm release..." - -helm uninstall kuberay-operator -n kuberay 2>/dev/null || true - @echo " Removing KubeRay namespace..." - -kubectl delete namespace kuberay 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 13: NOW removing base infrastructure components..." - @echo " Removing Karpenter nodepools..." - -kubectl delete -f base_eks_setup/karpenter_nodepool/ 2>/dev/null || true - @echo " Removing GP3 storage class..." - -kubectl delete -f base_eks_setup/gp3.yaml 2>/dev/null || true - @echo " Removing Prometheus monitoring..." - -kubectl delete -f base_eks_setup/prometheus-monitoring.yaml 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 14: Removing storage classes (custom ones)..." - -kubectl delete storageclass gp3 2>/dev/null || true - -kubectl delete storageclass gp3-csi 2>/dev/null || true - -kubectl delete storageclass ebs-sc 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 15: Removing secrets and configmaps created by this Makefile..." - -kubectl delete secret --all -n default --field-selector type!=kubernetes.io/service-account-token 2>/dev/null || true - -kubectl delete secret --all -n kuberay --field-selector type!=kubernetes.io/service-account-token 2>/dev/null || true - -kubectl delete secret --all -n langfuse --field-selector type!=kubernetes.io/service-account-token 2>/dev/null || true - -kubectl delete secret --all -n milvus --field-selector type!=kubernetes.io/service-account-token 2>/dev/null || true - -kubectl delete configmap --all -n default --field-selector metadata.name!=kube-root-ca.crt 2>/dev/null || true - -kubectl delete configmap --all -n kuberay --field-selector metadata.name!=kube-root-ca.crt 2>/dev/null || true - -kubectl delete configmap --all -n langfuse --field-selector metadata.name!=kube-root-ca.crt 2>/dev/null || true - -kubectl delete configmap --all -n milvus --field-selector metadata.name!=kube-root-ca.crt 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 16: Removing service accounts in default namespace..." - -kubectl delete serviceaccount --all -n default --field-selector metadata.name!=default 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 17: Removing custom resource definitions..." - -kubectl delete crd rayclusters.ray.io 2>/dev/null || true - -kubectl delete crd rayservices.ray.io 2>/dev/null || true - -kubectl delete crd rayjobs.ray.io 2>/dev/null || true - -kubectl delete crd milvuses.milvus.io 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 18: Removing operators and system components..." - -kubectl delete -f https://raw.githubusercontent.com/zilliztech/milvus-operator/main/deploy/manifests/deployment.yaml 2>/dev/null || true - -kubectl delete -f https://github.com/jetstack/cert-manager/releases/download/v1.5.3/cert-manager.yaml 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 19: Removing namespaces (non-system)..." - -kubectl delete namespace kuberay 2>/dev/null || true - -kubectl delete namespace milvus-operator 2>/dev/null || true - -kubectl delete namespace cert-manager 2>/dev/null || true - -kubectl delete namespace gpu-operator 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 20: Final check for any remaining resources..." - @echo "Checking for stuck resources..." - -kubectl get pods --all-namespaces --field-selector=status.phase!=Running,status.phase!=Succeeded 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Step 21: Removing Helm repositories..." - -helm repo remove kuberay 2>/dev/null || true - -helm repo remove nvidia 2>/dev/null || true - -helm repo remove langfuse 2>/dev/null || true - @echo "" - @echo "โœ… Cleanup of Makefile-installed components complete!" - @echo "" - @echo "โ„น๏ธ Note: Some AWS Load Balancers and EBS volumes may take additional time to be cleaned up by AWS." - @echo "โ„น๏ธ Check your AWS console to verify all resources have been properly removed." - @echo "โ„น๏ธ Karpenter-managed nodes will be automatically terminated when workloads are removed." - @echo "โ„น๏ธ System components like ArgoCD, AWS Load Balancer Controller, CoreDNS, EBS CSI Controller, and Karpenter were preserved." - -# Safe cleanup - removes applications but preserves persistent data -clean-safe: - @echo "๐Ÿงน Safe cleanup - removing applications but preserving data..." - @echo "" - @echo "๐Ÿ—‘๏ธ Removing agentic applications..." - -kubectl delete -f agent/kubernetes/combined.yaml 2>/dev/null || true - @echo "๐Ÿ—‘๏ธ Removing Strands SDK RAG applications..." - -kubectl delete -f agentic-apps/strandsdk_agentic_rag_opensearch/k8s/ 2>/dev/null || true - -kubectl delete ingress strandsdk-rag-ingress-alb 2>/dev/null || true - -kubectl delete secret app-secrets 2>/dev/null || true - -kubectl delete configmap app-config 2>/dev/null || true - -kubectl delete serviceaccount strandsdk-rag-service-account 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Removing Milvus services (keeping data)..." - -kubectl delete -f milvus/milvus-nlb-service.yaml 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Removing observability components..." - @echo " Uninstalling Langfuse Helm release..." - -helm uninstall langfuse 2>/dev/null || true - -cd model-observability && kubectl delete -f . 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Removing model gateway..." - -cd model-gateway && kubectl delete -f . 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Removing model hosting services..." - -cd model-hosting && kubectl delete -f . 2>/dev/null || true - @echo "" - @echo "โœ… Safe cleanup complete! Persistent data has been preserved." - @echo "โ„น๏ธ To remove persistent data, run 'make clean-pvcs' or 'make clean'" - -# Clean only persistent volume claims and volumes -clean-pvcs: - @echo "๐Ÿ—‘๏ธ Removing persistent volume claims and volumes..." - @echo "" - @echo "โš ๏ธ WARNING: This will delete all persistent data!" - @echo "Press Ctrl+C within 10 seconds to cancel..." - @sleep 10 - @echo "" - @echo "๐Ÿ—‘๏ธ Removing persistent volume claims..." - -kubectl delete pvc --all --all-namespaces --timeout=60s 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Removing persistent volumes..." - -kubectl delete pv --all --timeout=60s 2>/dev/null || true - @echo "" - @echo "๐Ÿ—‘๏ธ Removing custom storage classes..." - -kubectl delete storageclass gp3-csi 2>/dev/null || true - -kubectl delete storageclass ebs-sc 2>/dev/null || true - @echo "" - @echo "โœ… Persistent volume cleanup complete!" - -# Status check -status: - @echo "๐Ÿ“‹ Checking deployment status..." - @echo "" - @echo "Namespaces:" - kubectl get namespaces - @echo "" - @echo "Pods across all namespaces:" - kubectl get pods --all-namespaces - @echo "" - @echo "Services:" - kubectl get services --all-namespaces - @echo "" - @echo "Ingresses:" - kubectl get ingress --all-namespaces - -# Quick development setup (models + gateway only) -dev-setup: verify-cluster setup-base setup-models setup-observability setup-gateway - @echo "โœ… Development setup complete!" - @echo "Core components (base, models, observability, gateway) are ready for development." diff --git a/README.md b/README.md index dc1b69b9..8cc45389 100644 --- a/README.md +++ b/README.md @@ -1,777 +1,9 @@ -# Cost Effective and Scalable Model Inference and Agentic AI on AWS Graviton with EKS +# clinical-assistant -## Table of Contents - -- [Overview](#overview) -- [Important Setup Instructions](#๏ธ-important-setup-instructions) -- [Architecture](#architecture) -- [Architecture Steps](#architecture-steps) -- [Plan Your Deployment](#plan-your-deployment) - - [Cost](#cost) - - [Sample Cost Table](#sample-cost-table) -- [Quick Start Guide](#quick-start-guide) - - [Option 1: Automated Setup with Makefile (Recommended)](#option-1-automated-setup-with-makefile-recommended) - - [Prerequisites](#prerequisites) - - [How to Create a Hugging Face Token](#how-to-create-a-hugging-face-token) - - [Complete Installation](#complete-installation) - - [Individual Components](#individual-components) - - [Utility Commands](#utility-commands) - - [Option 2: Manual Step-by-Step Setup](#option-2-manual-step-by-step-setup) - - [Step 1: Set Up EKS Cluster](#step-1-set-up-eks-cluster) - - [Step 2: Install Base Infrastructure Components](#step-2-install-base-infrastructure-components) - - [Step 3: Deploy Model Hosting Services](#step-3-deploy-model-hosting-services) - - [Step 4: Set Up Observability](#step-4-set-up-observability) - - [Step 5: Deploy Model Gateway](#step-5-deploy-model-gateway) -- [Deploy Agentic Applications](#deploy-agentic-applications) - - [Multi-Agent RAG with Strands SDK and OpenSearch](#multi-agent-rag-with-strands-sdk-and-opensearch) - - [Key Features](#-key-features) - - [Usage](#๏ธ-usage) - - [Option 1: Container Deployment on Kubernetes (Recommended)](#option-1-container-deployment-on-kubernetesrecommended) - - [Option 2: Local Development](#option-2-local-development) - - [Observability & Tracing](#-observability--tracing) - - [Agent Workflows](#-agent-workflows) - - [Extending the System](#-extending-the-system) - - [Monitoring and Observability](#-monitoring-and-observability) - - [Example Use Cases](#-example-use-cases) - - [Architecture Benefits](#-architecture-benefits) - - [Key Improvements](#-key-improvements) - -## Overview -This solution implements a comprehensive, scalable ML inference architecture using Amazon EKS, leveraging both Graviton processors for cost-effective CPU-based inference and GPU instances for accelerated inference. The system provides a complete end-to-end platform for deploying large language models with agentic AI capabilities, including RAG (Retrieval Augmented Generation) and intelligent document processing. - -## โš ๏ธ Important Setup Instructions - -**Before proceeding with this solution, ensure you have:** - -1. **AWS CLI configured** with appropriate permissions for EKS, ECR, CloudFormation, and other AWS services -2. **kubectl installed** and configured to access your target AWS region -3. **Docker installed** and running (required for building and pushing container images) -4. **Sufficient AWS service quotas** - This solution requires multiple EC2 instances, EKS clusters, and other AWS resources -5. **Valid Hugging Face token** - Required for accessing models (see instructions below) -6. **Tavily API key** - Required for web search functionality in agentic applications - -**Recommended Setup Verification:** -```bash -# Verify AWS CLI access -aws sts get-caller-identity - -# Verify kubectl installation -kubectl version --client - -# Verify Docker is running -docker ps - -# Check available AWS regions and quotas -aws ec2 describe-regions -aws service-quotas get-service-quota --service-code ec2 --quota-code L-1216C47A -``` - -**Cost Awareness:** This solution will incur AWS charges. Review the cost breakdown section below and set up billing alerts before deployment. - -## Architecture -![Architecture Diagram](image/arch.png) - -The architecture diagram illustrates our scalable ML inference solution with the following components: - -1. **Amazon EKS Cluster**: The foundation of our architecture, providing a managed Kubernetes environment with automated provisioning and configuration. - -2. **Karpenter Auto-scaling**: Dynamically provisions and scales compute resources based on workload demands across multiple node pools. - -3. **Node Pools**: - - **Graviton-based nodes (ARM64)**: Cost-effective CPU inference using m8g/c8g instances - - **GPU-based nodes (x86_64)**: High-performance inference using NVIDIA GPU instances (g5, g6 families) - - **x86-based nodes**: General purpose compute for compatibility requirements - -4. **Model Hosting Services**: - - **Ray Serve**: Distributed model serving with automatic scaling - - **Standalone Services**: Direct model deployment for specific use cases - - **Multi-modal Support**: Text, vision, and reasoning model capabilities - -5. **Model Gateway**: - - **LiteLLM Proxy**: Unified OpenAI-compatible API gateway with load balancing and routing - - **Ingress Controller**: External access management with SSL termination - -6. **Agentic AI Applications**: - - **RAG with OpenSearch**: Intelligent document retrieval and question answering - - **Intelligent Document Processing (IDP)**: Automated document analysis and extraction - - **Multi-Agent Systems**: Coordinated AI workflows with specialized agents - -7. **Observability & Monitoring**: - - **Langfuse**: LLM observability and performance tracking - - **Prometheus & Grafana**: Infrastructure monitoring and alerting - -This architecture provides flexibility to choose between cost-optimized CPU inference on Graviton processors or high-throughput GPU inference based on your specific requirements, all while maintaining elastic scalability through Kubernetes and Karpenter. - -## Architecture Steps - -1. **Foundation Setup**: The foundation begins with an Amazon EKS cluster, configured for application readiness and with compute plane managed by Karpenter. This setup efficiently provisions both AWS Graviton and GPU based instances across multiple Availability Zones (AZs), ensuring robust infrastructure distribution and high availability of various Kubernetes services. - -2. **User Request Entry**: User interaction starts through HTTP requests directed to an exposed endpoint, managed by Elastic Load Balancing (ELB). This entry point serves as the gateway for all user queries and ensures balanced distribution of incoming traffic while maintaining consistent accessibility. - -3. **Orchestration and Analysis**: The orchestrator agent, powered by Strands Agent SDK, serves as the central coordination hub. It processes incoming queries by connecting with reasoning models supported by LiteLLM and vLLM services, analyzing the requests, and determining the appropriate workflow and tools needed for response generation. LiteLLM functions as a unified API gateway for model management, providing centralized security controls and standardized access to both embedding and reasoning models. - -4. **Knowledge Validation**: Knowledge validation begins as the orchestrator agent delegates to the RAG agent to verify knowledge base currency. When updates are needed, the RAG agent initiates the process of embedding new information into the Amazon Opensearch cluster, ensuring the knowledge base remains current and comprehensive. - -5. **Embedding Process**: The embedding process is handled within a KubeRay cluster, where the Ray header dynamically manages worker node scaling based on resource demands. These worker nodes execute the embedding process through the llamacpp framework, while the RAG agent simultaneously embeds user questions and searches for relevant information within the OpenSearch cluster. - -6. **Quality Assurance**: Quality assurance is performed by the Evaluation Agent, which leverages models hosted in Amazon Bedrock. This agent implements a feedback-based correction loop using RAGAS metrics to assess response quality and provides relevancy scores to the orchestrator agent for decision-making purposes. - -7. **Web Search Fallback**: When the RAG agent's responses receive low relevancy scores, the orchestrator agent initiates a web search process. It retrieves the Tavily web search API tool from the web search MCP server and performs dynamic queries to obtain supplementary or corrective information. - -8. **Final Response Generation**: The final response generation occurs on GPU instances running vLLM. The reasoning model processes the aggregated information, including both knowledge base data and web search results when applicable, refining and rephrasing the content to create a coherent and accurate response for the user. - -9. **Comprehensive Tracking**: Throughout this entire process, the Strands Agent SDK maintains comprehensive interaction tracking. All agent activities and communications are automatically traced, with the resulting data visualized through the Langfuse service, providing complete transparency and monitoring of the system's operations. - - -## Plan your deployment - -### Cost - -You are responsible for the cost of the AWS services used while running this guidance. -As of August 2025, the cost for running this guidance with the default settings in the US East (N. Virginia) Region is approximately **$447.47/month**. - -We recommend creating a [budget](https://alpha-docs-aws.amazon.com/awsaccountbilling/latest/aboutv2/budgets-create.html) through [AWS Cost Explorer](http://aws.amazon.com/aws-cost-management/aws-cost-explorer/) to help manage costs. Prices are subject to change. For full details, refer to the pricing webpage for each AWS service used in this guidance. - -### Sample cost table - -The following table provides a sample cost breakdown for deploying this guidance with the default parameters in the `us-east-1` (N. Virginia) Region for one month. This estimate is based on the AWS Pricing Calculator output for the full deployment as per the guidance. - -| **AWS service** | Dimensions | Cost, month [USD] | -|-----------------|------------|-------------------| -| Amazon EKS | 1 cluster | $73.00 | -| Amazon VPC | 3 NAT Gateways | $98.67 | -| Amazon EC2 | 2 m6g.large instances | $112.42 | -| Amazon Managed Service for Prometheus (AMP) | Metric samples, storage, and queries | $100.60 | -| Amazon Managed Grafana (AMG) | Metrics visualization - Editor and Viewer users | $14.00 | -| Amazon EBS | gp2 storage volumes and snapshots | $17.97 | -| Application Load Balancer | 1 ALB for workloads | $16.66 | -| Amazon VPC | Public IP addresses | $3.65 | -| AWS Key Management Service (KMS) | Keys and requests | $7.00 | -| Amazon CloudWatch | Metrics | $3.00 | -| Amazon ECR | Data storage | $0.50 | -| **TOTAL** | | **$447.47/month** | - -For a more accurate estimate based on your specific configuration and usage patterns, we recommend using the [AWS Pricing Calculator](https://calculator.aws). - -## Quick Start Guide - -The whole solution is including two parts, Agentic AI platform and Agentic AI application, let us go through the Agentic AI platform firstly - -We provide two approaches to set up the Agentic AI platform: - -### Option 1: Automated Setup with Makefile (Recommended) - -For the fastest and most reliable setup, use our automated Makefile: - -#### Prerequisites -- EKS cluster set up following the [AWS Solutions Guidance: Automated Provisioning of Application-Ready Amazon EKS Clusters](https://aws.amazon.com/solutions/guidance/automated-provisioning-of-application-ready-amazon-eks-clusters/) -- `kubectl` configured to access your cluster -- Required CLI tools installed (`pnpm`, `pip`, etc.) -- a Hugging Face Token - -#### How to create a Hugging Face Token - -To access Hugging Face models, you'll need to create an access token: - -1. **Sign up or log in** to [Hugging Face](https://huggingface.co/) -2. **Navigate to Settings**: Click on your profile picture in the top right corner and select "Settings" -3. **Access Tokens**: In the left sidebar, click on "Access Tokens" -4. **Create New Token**: Click "New token" button -5. **Configure Token**: - - **Name**: Give your token a descriptive name (e.g., "EKS-ML-Inference") - - **Type**: Select "Read" for most use cases (allows downloading models) - - **Repositories**: Leave empty to access all public repositories, or specify particular ones -6. **Generate Token**: Click "Generate a token" -7. **Copy and Store**: Copy the generated token immediately and store it securely - -**Important Notes**: -- Keep your token secure and never share it publicly -- You can revoke tokens at any time from the same settings page -- For production environments, consider using organization tokens with appropriate permissions -- Some models may require additional permissions or agreements before access - - -#### Complete Installation -```bash -# Install all core components (base infrastructure, models, gateway, observability) -make install - -# Install agent app -make setup-rag-strands -``` - -#### Individual Components -```bash -# Install specific components as needed -make setup-base # Base infrastructure -make setup-models # Model hosting services -make setup-observability # Langfuse monitoring -make setup-gateway # LiteLLM proxy gateway -``` - -#### Utility Commands -```bash -make help # Show all available targets -make status # Check deployment status -make verify-cluster # Verify EKS cluster access -make clean # Remove all deployments -``` - -### Option 2: Manual Step-by-Step Setup - -If you prefer manual control or need to customize the installation: - -#### Step 1: Set Up EKS Cluster - -Set up your EKS cluster using the AWS Solutions Guidance for automated provisioning: - -**Follow the [AWS Solutions Guidance: Automated Provisioning of Application-Ready Amazon EKS Clusters](https://aws.amazon.com/solutions/guidance/automated-provisioning-of-application-ready-amazon-eks-clusters/)** - -This guidance provides: -- Automated EKS cluster provisioning with best practices -- Pre-configured add-ons and operators -- Security and networking configurations -- Monitoring and observability setup - -After completing the guidance, ensure your `kubectl` is configured to access the cluster: - -```bash -# Verify cluster access -kubectl cluster-info -kubectl get nodes -``` - -#### Step 2: Install Base Infrastructure Components - -Navigate to the base setup directory and run the installation script: - -```bash -cd base_eks_setup -chmod +x install_operators.sh -./install_operators.sh -``` - -This script installs: -- KubeRay Operator for distributed model serving -- NVIDIA GPU Operator for GPU workloads -- GP3 storage class for optimized storage -- All Karpenter node pools for different workload types - -#### Step 3: Deploy Model Hosting Services - -Set up the model hosting infrastructure: - -```bash -cd model-hosting -chmod +x setup.sh -./setup.sh -``` - -This deploys: -- Ray service with LlamaCPP and embedding capabilities -- Standalone vLLM reasoning service -- Standalone vLLM vision service -- All necessary Kubernetes resources and configurations - -#### Step 4: Set Up Observability - -Deploy monitoring and observability tools: - -```bash -cd model-observability -chmod +x setup.sh -./setup.sh -``` - -This installs: -- Langfuse for LLM observability -- Web ingress for external access -- Service monitoring and logging - -**Important**: After deployment, configure Langfuse: -1. Access Langfuse web interface -2. Create an organization named "test" -3. Create a project inside it named "demo" -4. Go to "Tracing" menu and set up tracing -5. Record the Public Key (PK) and Secret Key (SK) - you'll need these for the agentic applications - - -#### Step 5: Deploy Model Gateway - -Set up the unified API gateway: - -```bash -cd model-gateway -chmod +x setup.sh -./setup.sh -``` - -This deploys: -- LiteLLM proxy deployment -- Load balancer and ingress configuration -- Waits for services to be ready before proceeding - -**Important**: After deployment, configure LiteLLM: -1. Access the LiteLLM web interface -2. Login with username "admin" and password "sk-123456" -3. Go to "Virtual Keys" on the sidebar and create a new key -4. Mark "All Team Models" for the models field -5. Store the generated secret key - you'll need it for the agentic applications - -Right now, let us go through the deployment of an Agentic RAG application based on the Agentic AI platform - -### Deploy Agentic Applications - -#### Multi-Agent RAG with Strands SDK and OpenSearch - -This project implements a sophisticated multi-agent Large Language Model (LLM) system using the **Strands SDK** that combines Model Context Protocol (MCP) for tool usage and Retrieval Augmented Generation (RAG) for enhanced context awareness, using OpenSearch as the vector database. - -The system is built with a modular multi-agent architecture using Strands SDK patterns with built-in OpenTelemetry tracing: - -``` -SupervisorAgent (Orchestrator) [with built-in tracing] -โ”œโ”€โ”€ KnowledgeAgent โ†’ Manages knowledge base and embeddings [traced] -โ”œโ”€โ”€ MCPAgent โ†’ Manages tool interactions via MCP protocol [traced] -โ””โ”€โ”€ Strands SDK โ†’ Provides agent framework, tool integration, and OpenTelemetry tracing -``` - -#### ๐Ÿš€ Key Features - -##### Multi-Agent Orchestration -- **SupervisorAgent**: Main orchestrator with integrated RAG capabilities using Strands SDK -- **KnowledgeAgent**: Monitors and manages knowledge base changes -- **MCPAgent**: Executes tasks using MCP tools and file operations -- **Built-in Tracing**: All agents include OpenTelemetry tracing via Strands SDK - -##### Advanced RAG Capabilities -- **OpenSearch Integration**: Vector storage and similarity search -- **Embedding Generation**: Configurable embedding models and endpoints -- **Multi-format Support**: Handles markdown, text, JSON, and CSV files -- **Intelligent Search**: Vector similarity search with metadata and scoring -- **Relevance Scoring**: Automatic relevance assessment for search results - -##### External Web Search Integration ๐ŸŒ -- **Tavily API Integration**: Real-time web search via MCP server -- **Automatic Triggering**: Web search activated when RAG relevance < 0.3 -- **News Search**: Dedicated recent news and current events search -- **Hybrid Responses**: Combines knowledge base and web search results -- **Smart Fallback**: Graceful degradation when web search unavailable - -##### MCP Tool Integration -- **Filesystem Operations**: Read, write, and manage files using Strands tools -- **Web Search Tools**: Tavily-powered web and news search capabilities -- **Extensible Architecture**: Easy to add new MCP servers -- **Error Handling**: Robust tool execution with fallbacks -- **Built-in Tools**: Integration with Strands built-in tools - -##### Observability & Tracing -- **OpenTelemetry Integration**: Native tracing through Strands SDK -- **Multiple Export Options**: Console, OTLP endpoints, Jaeger, Langfuse -- **Automatic Instrumentation**: All agent interactions are automatically traced -- **Performance Monitoring**: Track execution times, token usage, and tool calls - -#### ๐Ÿƒโ€โ™‚๏ธ Usage - -##### Option 1: Container Deployment on Kubernetes(Recommended) - -For production deployments, use the containerized solution with Kubernetes: - -###### Prerequisites - -- Python 3.9+ -- EKS cluster -- TAVILY_API_KEY(https://docs.tavily.com/documentation/quickstart#get-your-free-tavily-api-key) -- AWS credentials configured -- Docker daemon in running status - -###### Installation - -**1. Build and Push Container Images** - -```bash -# Navigate to the strandsdk agentic app directory -cd agentic-apps/strandsdk_agentic_rag_opensearch - -# Build Docker images and push to ECR -./build-images.sh - -# This script will: -# - Create ECR repositories if they don't exist -# - Build main application and MCP server images -# - Push images to ECR -# - Update Kubernetes deployment files with ECR image URLs -``` - -**2. Deploy OpenSearch Cluster** - -```bash -# Deploy OpenSearch with CloudFormation and EKS Pod Identity -./deploy-opensearch.sh [stack-name] [region] [namespace] - -# Example: -./deploy-opensearch.sh strandsdk-rag-opensearch-stack us-east-1 default - -# This script will: -# - Deploy OpenSearch cluster via CloudFormation -# - Set up EKS Pod Identity for secure access -# - Create the vector index automatically -# - Configure IAM roles and policies -``` - -**3. Configure Kubernetes Secrets and ConfigMap** - -Update the ConfigMap with your actual service endpoints and configuration: - -```bash -# Apply the ConfigMap and Secrets -kubectl apply -f k8s/configmap.yaml -# Edit the ConfigMap with your actual values -kubectl edit configmap app-config - -# Key values to update: -# - LITELLM_BASE_URL: Your LiteLLM service endpoint -# - EMBEDDING_BASE_URL: Your embedding service endpoint -# - OPENSEARCH_ENDPOINT: From OpenSearch deployment output -# - LANGFUSE_HOST: Your Langfuse instance (optional) -``` - -Update secrets with your API keys: - -```bash -# Update secrets with base64 encoded values -kubectl edit secret app-secrets - -# To encode your keys: -echo -n "your-api-key" | base64 - -# Keys to update: -# - litellm-api-key: Your LiteLLM API key -# - embedding-api-key: Your embedding service API key -# - tavily-api-key: Your Tavily API key for web search -# - langfuse-public-key: Langfuse public key (optional) -# - langfuse-secret-key: Langfuse secret key (optional) -``` - -**4. Deploy Kubernetes Applications** - -```bash -# Apply the service account (if not already created) -kubectl apply -f k8s/service-account.yaml - -# Deploy the MCP server first -kubectl apply -f k8s/tavily-mcp-deployment.yaml - -# Deploy the main application -kubectl apply -f k8s/main-app-deployment.yaml - -# Check deployment status -kubectl get pods -l app=tavily-mcp-server -kubectl get pods -l app=strandsdk-rag-app - -# Check services and ingress -kubectl get svc -kubectl get ingress -``` - -**5. Test the Deployed System** - -```bash -# Get the Application Load Balancer endpoint -ALB_ENDPOINT=$(kubectl get ingress strandsdk-rag-ingress-alb -o jsonpath='{.status.loadBalancer.ingress[0].hostname}') - -# Test the health endpoint -curl -X GET "http://${ALB_ENDPOINT}/health" - -# Test knowledge embedding -curl -X POST "http://${ALB_ENDPOINT}/embed" \ - -H "Content-Type: application/json" \ - -d '{"force_refresh": false}' - -# Force refresh all embeddings -curl -X POST "http://${ALB_ENDPOINT}/embed" \ - -H "Content-Type: application/json" \ - -d '{"force_refresh": true}' - -# Test with a more complex medical query -curl -X POST "http://${ALB_ENDPOINT}/query" \ - -H "Content-Type: application/json" \ - -d '{ - "question": "Find information about \"What was the purpose of the study on encainide and flecainide in patients with supraventricular arrhythmias\". Summarize this information and create a comprehensive story.Save the story and important information to a file named \"test1.md\" in the output directory as a beautiful markdown file.", - "top_k": 3 - }' \ - --max-time 600 -``` - -##### Option 2: Local Development - -###### Prerequisites - -- Python 3.9+ -- EKS cluster -- TAVILY_API_KEY -- Public facing Opensearch cluster -- AWS credentials configured - -###### Installation - -```bash -# Navigate to the strandsdk agentic app directory -cd agentic-apps/strandsdk_agentic_rag_opensearch - -# Create virtual environment -python3 -m venv venv -source venv/bin/activate # On Windows: venv\Scripts\activate - -# Install dependencies -pip install -r requirements.txt - -# Set up environment variables -cp .env.example .env -# Edit .env with your configuration -``` - -###### Configuration - -Create a `.env` file with the following variables: - -```env -# OpenAI Configuration -OPENAI_API_KEY=your-openai-api-key -OPENAI_BASE_URL=https://api.openai.com/v1 -DEFAULT_MODEL=us.anthropic.claude-3-7-sonnet-20250219-v1:0 - -# AWS Configuration -AWS_REGION=us-east-1 -OPENSEARCH_ENDPOINT=https://your-opensearch-domain.region.es.amazonaws.com - -# Tavily Web Search Configuration -TAVILY_API_KEY=your-tavily-api-key - -# Tracing Configuration (Optional) -OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4318 -OTEL_EXPORTER_OTLP_HEADERS=key1=value1,key2=value2 -STRANDS_OTEL_ENABLE_CONSOLE_EXPORT=true - -# Optional: Langfuse for observability -LANGFUSE_HOST=https://cloud.langfuse.com -LANGFUSE_PUBLIC_KEY=your-public-key -LANGFUSE_SECRET_KEY=your-secret-key - -# Application Settings -KNOWLEDGE_DIR=knowledge -OUTPUT_DIR=output -VECTOR_INDEX_NAME=knowledge-embeddings -TOP_K_RESULTS=5 -``` - -###### Deploy - -**1. Start Tavily MCP Server (for Web Search)** - -```bash -# Start the Tavily web search server -python scripts/start_tavily_server.py - -# Or run directly -python src/mcp_servers/tavily_search_server.py -``` - -**2. Embed Knowledge Documents** - -```bash -# Process and embed all knowledge documents -python -c "from src.agents.knowledge_agent import knowledge_agent; print(knowledge_agent('Please embed all knowledge files'))" -``` - -**3. Run the Multi-Agent System** - -```bash -# Standard mode (with built-in tracing) -source venv/bin/activate -python -m src.main - -# Clean mode (async warnings suppressed) -python run_main_clean.py - -# Single query - standard mode -python -c "from src.main import run_single_query; print(run_single_query('What is Bell\'s palsy?'))" - -# Single query - clean mode -python run_single_query_clean.py "What is Bell's palsy?" - -# Single query - ultra clean mode (completely suppressed stderr) -python run_completely_clean.py "What is Bell's palsy?" -``` - -**4. Test the System** - -```bash -# Run comprehensive tests including web search integration -python -m src.test_agents - -# Test the enhanced RAG system with chunk relevance evaluation -python test_enhanced_rag.py - -# Test web search integration specifically -python src/test_web_search_integration.py - -# Run tests with clean output (async warnings filtered) -python run_clean_test.py -``` - -**Note**: The enhanced system uses RAGAs for chunk relevance evaluation, which may generate harmless async cleanup warnings. Use `run_clean_test.py` for a cleaner testing experience. - - -##### Container Features - -- **Auto-scaling**: Kubernetes HPA for dynamic scaling -- **Health Checks**: Built-in health endpoints for monitoring -- **Service Discovery**: Internal service communication via Kubernetes DNS -- **Security**: EKS Pod Identity for secure AWS service access -- **Observability**: OpenTelemetry tracing with multiple export options -- **Load Balancing**: ALB for external traffic distribution -- **Configuration Management**: ConfigMaps and Secrets for environment-specific settings - -#### ๐Ÿ” Observability & Tracing - -The system includes comprehensive observability through Strands SDK's built-in OpenTelemetry integration: - -##### Automatic Tracing -- **All agents** are automatically traced using Strands SDK -- **Tool calls**, **LLM interactions**, and **workflows** are captured -- **Performance metrics** including token usage and execution times - -##### Trace Export Options -- **Console Output**: Set `STRANDS_OTEL_ENABLE_CONSOLE_EXPORT=true` for development -- **OTLP Endpoint**: Configure `OTEL_EXPORTER_OTLP_ENDPOINT` for production -- **Langfuse**: Use Langfuse credentials for advanced observability -- **Jaeger/Zipkin**: Compatible with standard OpenTelemetry collectors - -##### Local Development Setup -```bash -# Pull and run Jaeger all-in-one container -docker run -d --name jaeger \ - -e COLLECTOR_OTLP_ENABLED=true \ - -p 16686:16686 \ - -p 4317:4317 \ - -p 4318:4318 \ - jaegertracing/all-in-one:latest - -# Access Jaeger UI at http://localhost:16686 -``` - -#### ๐Ÿง  Agent Workflows - -##### Knowledge Management Workflow -1. **File Monitoring**: Scans knowledge directory for changes -2. **Change Detection**: Uses file hashes and timestamps -3. **Document Processing**: Handles multiple file formats -4. **Embedding Generation**: Creates vector embeddings -5. **Vector Storage**: Stores in OpenSearch with metadata - -##### RAG Retrieval Workflow -1. **Query Processing**: Analyzes user queries -2. **Embedding Generation**: Converts queries to vectors -3. **Similarity Search**: Finds relevant documents in OpenSearch -4. **Context Formatting**: Structures results for LLM consumption -5. **Relevance Ranking**: Orders results by similarity scores - -##### MCP Tool Execution Workflow -1. **Tool Discovery**: Connects to available MCP servers -2. **Context Integration**: Combines RAG context with user queries -3. **Tool Selection**: Chooses appropriate tools for tasks -4. **Execution Management**: Handles tool calls and responses -5. **Result Processing**: Formats and returns final outputs - -#### ๐Ÿ”ง Extending the System - -##### Adding New Agents - -```python -from strands import Agent, tool -from src.utils.strands_langfuse_integration import create_traced_agent - -# Define tools for the agent -@tool -def my_custom_tool(param: str) -> str: - """Custom tool implementation.""" - return f"Processed: {param}" - -# Create the agent with built-in tracing -my_agent = create_traced_agent( - Agent, - model="us.anthropic.claude-3-7-sonnet-20250219-v1:0", - tools=[my_custom_tool], - system_prompt="Your specialized prompt here", - session_id="my-agent-session", - user_id="system" -) -``` - -##### Adding New MCP Servers - -```python -from fastmcp import FastMCP - -mcp = FastMCP("My Custom Server") - -@mcp.tool(description="Custom tool description") -def my_custom_tool(param: str) -> str: - """Custom tool implementation.""" - return f"Processed: {param}" - -if __name__ == "__main__": - mcp.run(transport="streamable-http", port=8002) -``` - -#### ๐Ÿ“Š Monitoring and Observability - -The system includes comprehensive observability features: - -- **OpenTelemetry Integration**: Native tracing through Strands SDK -- **Multiple Export Options**: Console, OTLP endpoints, Jaeger, Langfuse -- **Workflow Summaries**: Detailed execution reports -- **Performance Metrics**: Duration and success tracking -- **Error Handling**: Comprehensive error reporting and recovery - -#### ๐Ÿงช Example Use Cases - -##### Medical Knowledge Query -```python -query = "What are the symptoms and treatment options for Bell's palsy?" -result = supervisor_agent(query) -print(result['response']) -``` - -##### Document Analysis and Report Generation -```python -query = "Analyze the medical documents and create a summary report saved to a file" -result = supervisor_agent(query) -# System will retrieve relevant docs, analyze them, and save results using MCP tools -``` - -#### ๐Ÿ” Architecture Benefits - -1. **Modularity**: Each agent has specific responsibilities -2. **Scalability**: Agents can be scaled independently -3. **Reliability**: Isolated failures don't affect the entire system -4. **Extensibility**: Easy to add new capabilities -5. **Observability**: Comprehensive monitoring and tracing via Strands SDK -6. **Standards Compliance**: Uses MCP for tool integration and OpenTelemetry for tracing - -#### ๐Ÿ”ง Key Improvements - -##### Unified Architecture -- **Single Codebase**: No separate "enhanced" versions - all functionality is built into the standard agents -- **Built-in Tracing**: OpenTelemetry tracing is automatically enabled through Strands SDK -- **Simplified Deployment**: One main application with all features included -- **Consistent API**: All agents use the same tracing and configuration patterns - -##### Enhanced Developer Experience -- **Automatic Instrumentation**: No manual trace management required -- **Multiple Export Options**: Console, OTLP, Jaeger, Langfuse support out of the box -- **Environment-based Configuration**: Easy setup through environment variables -- **Clean Code Structure**: Removed duplicate wrapper functions and complex manual tracing -- **Async Warning Management**: Clean test runner filters harmless async cleanup warnings -- **Robust Error Handling**: Fallback mechanisms ensure system reliability +Healthcare professionals face increasing challenges in managing complex patient data and making timely, accurate decisions. This lab demonstrates how to build a clinical assistant using AWS technologies that can assist providers by integrating multiple data sources and AI capabilities. +As a healthcare provider, we want an AI agent that analyzes a patientโ€™s current symptoms, medical history, and existing documentation to recommend an accurate and personalized course of action. The agent shall help with the following: +- Ingest and understand the patientโ€™s current symptoms and complaints. +- Retrieve relevant historical medical records and documentation through MCP servers. +- Utilize AWS Strands SDK to orchestrate the AI agentโ€™s reasoning, planning, and tool invocation, enabling dynamic and flexible decision-making workflows. +- Run Agents, LiteLLM and MCP servers on EC2 instances powered by Amazon EKS, optimizing cost and performance. diff --git a/agentic-apps/agentic-idp/.env.example b/agentic-apps/agentic-idp/.env.example deleted file mode 100644 index b58dd69e..00000000 --- a/agentic-apps/agentic-idp/.env.example +++ /dev/null @@ -1,20 +0,0 @@ -# Model Configuration -# API key for accessing the LLM vision model through the gateway -LLAMA_VISION_MODEL_KEY=your-api-key-here - -# URL of the LiteLLM API gateway deployed in your EKS cluster -# This should be the load balancer URL from your model-gateway deployment -API_GATEWAY_URL=http://your-litellm-gateway-url - -# Langfuse Configuration for LLM Observability -# URL of the Langfuse service deployed in your EKS cluster -# This should be the load balancer URL from your model-observability deployment -LANGFUSE_HOST=http://your-langfuse-host-url - -# Langfuse public key for authentication -# Get this from your Langfuse dashboard after creating a project -LANGFUSE_PUBLIC_KEY=pk-lf-your-public-key - -# Langfuse secret key for authentication -# Get this from your Langfuse dashboard after creating a project -LANGFUSE_SECRET_KEY=sk-lf-your-secret-key diff --git a/agentic-apps/agentic-idp/__pycache__/decision.cpython-313.pyc b/agentic-apps/agentic-idp/__pycache__/decision.cpython-313.pyc deleted file mode 100644 index 327deeb5f7e17da455b12dfc4e6d0660c39d0d4d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2111 zcmb_d%}*Og6rZ&he`3B2n6D%bfnbLO(}aFV{SpdE!)`(?7L<#n(Xt-fo2+*?Z^tC= zp^Dl=`wv9o&_j;l);}d&+G?YSN)f8KA(0$icT~Il)P9+^oSOPsHTD{`KaEb#UQ4|Auf4UPiRR< zYAHx*X-G?1kKU_gAS2f?y-(|hez}gL?*I&(`X=;2Z3u?6EM%oVsSj%-Fe29}eN@Xq zPOj7X7>r>qX?+~VroQ2tYEC|dx3(AgZ zv4-bV8K7x$d9|wud+)TGrrYI;(J*Cjbo>TPzY+Er8_Vk(Vf5D83hvfxR;#qxjfZ^t z9&38gHq31qGh?&^&YImw5Em(mom|%w5v!qk*A6)PO`P5FzxkpzxzYAnb;Y*$8ghxd zrdzMI0*0XyRSd)JCJU2-R++<1;ZUyD)|n{^Q$n?D@&?Z7b;hAx_8i-4TOD{iw2L)4 zzJmNSQX!xi1R{n4(OFVaD?OFiQbb(ZO5BLd;cP@9QCEvS2!<%*a0X>z;sl0WvQ|un z2})hF$tVp|ls3I;%Mt5dN*}dMr>p6wv}QxV9ouEDM=A7)K&pe7Kw2!(!0cdUdv1XK zBa{ZXrEO7@bFjBsoS_(|(D)cX68=)!3>XBZ$B2>nI4G@nR;$Te9+d8T@Gxk2e(9zc zaLQ^mW^sF);RaP2Sf*ocVTMN2bQ~%GZs84~_dG;2psQ|;0dp-zJ(n)uHz;0(ZJT@U z5`Ap*2EC;lB{X+2uWP372d9i(^-EP|*#V}%;J0BMQTXUT>XgO@n=XbkvyK;CiW3=N`^eEbzFToT*Xi} zm6Eck%#cr`HDx#Y-L=#j)|lt`O!5eV6Xe+w&cHRDybqp*H`{jWd4zP^wpa=#G34Pt zIChmVZh0=pqIV;38O33*VH>bp^GFWK zQ*x9d!{a*>d)b-i>wDS4@7cw@?BdhAM+uV2?M&_Ty-d%&ROkLaR?+^4u?gk>2L*~4 z8bm&D4M}jeknCw84bdSwHQYce@xh`XA0a7T4F?>&LsrAIUFu;oGHnpAEF66=wme`9 zh%vUN07N+;4lm4oU~z&c#Dt0HAYs2Ssf%v3ASon-Dk+Hg>2yMz(Jypkbl%kDdvB}3 ztcSj5yBtkK--2EdBqM^vc-zOLmroMea>s@ z77KU~st*Fs4P#qoz&=?Do6kJaUWHVy#=F!lW=!R_JP%z133{$zBh5lKpv226P@QJuVvzkPG9;8?w~@vuHbtl zM^Qyl4#?a-(e}yb`{eo_x&E3gz9u*J$=838>DT1TcQK+A-jM!RB>jqH-jKcna&Dg# zUXf%+azLgI$k+iXyiF*|)t^`25}b|_Nu}^&_K4v0>#et9IvPdtd{c^EwB8Ak%pqrKtDN&QPiyuG<*$Ju1Hkk~wcb2Kk%;etT zqdYY}ktW8NNaV@jlNx>SsqvNnphy$Q1Z@-b!8eo`O?~m)nH{w8%C)VW3ry^hr2S(G^JAJSH5LQ2(t?fyGG0gp}3G2%wT!m61cBTDU=faPah)N zhWeRr5sMhdLOF@x3iY-QP)o{{^MWL4dkD;xOC$hb7E&Kl%T^w(FnW#(rNzT<^ z2rk1gywXl;V4N*#Pyh{|ru4d009z=@n=enhme(Mfvtl-h7I@l{$;iZ*#sccN%}}IE zo62fnk4(;&lu-73;)ba>B+M>NjFBiilqohUOf?AKt0acGXgkBlrX{-VvHF+# z;WYem!?O&22STs<_rlKjT1IpWs$$W6Kx_)xefT+>-@3aq^f+7CojO)~4%Nc!EL$-@ALq;(tCq7C9(Z06L^i}F-E-g z0zd}>V^QR=sdH#Ylm>Gc{c=5%SZdL`n5<$sfNxqI_lapyPO3Wxqh|o+(9Ye4 zj{{~nzKwvIR$v6EgxTp0i}-=#xna8HHJcpPN|YH&i1Ly`&+}ZI0Uv)TM@cf@DHI6f ztlncjQ{X3HfT|--`BeiQwKI-oObncV6t?E(d z`NQrj``uR#x{Ldr#Rt{jB@z-%j_bG^&n^8Z?Kgd7oyZR0L_S)BLUoJoD zef4o>@>uQq`$WNjXACC_AB;}G!(3%p+Jk{gQQ9jisF$)~YT+LC=X%_VG=KM6&JyLH z9E#%w%4ZmXnZC$1Uj0{aiX7s*WnNqH8mlex1|38jelUO)k)23_Ap8I?{Q`YYp!fHb ZB-|8EI&;E>oxu}8u{-z&7jyt){{i)wN@)N9 diff --git a/agentic-apps/agentic-idp/__pycache__/exteral_service.cpython-313.pyc b/agentic-apps/agentic-idp/__pycache__/exteral_service.cpython-313.pyc deleted file mode 100644 index 099db71d41a00e2e3e47fdc8fffd9abaac64d952..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 10186 zcmb_CX>1$UnQwTD)O{b6G^8$42PsRIWXrN-UDiQMmNlXsSB}{+Ig*%AL-q}6S==@W znqm?3&pPM^mD}#d*j=D9iXz%=fVxG2I=c<(HeFy?x)D2d)&|;O5$s|i#ZKE``(wZN z$f1s^^`|!cr?>mtew_j9c^np`e_3;OdGM0wsjuUbPmp$He>U&1zTvJ-jh3>hx2IN;K`pZ zzy-8!gt>*dFgw@eDVi?E#nUCYgpTKUN~g1!W4L#rkimy ztrvP)rXAQp>qQ>tbSrL!dhwMuuH;JlaUEA$jb6~<4z7&$v_Vff?QwAxS6Tt46?!UZ zk9*nTton!$*U2d6(G@;=J|c+2Q%;RiOj>g|yc&rv2&<709~G3689|cxWkH$?@qS?? 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Extract all the fields from this image and provide the information in a structured json only format, no other text or wrapper around json. The json will be read by machine. The fields include name, date of birth, place of birth. Make sure the output only contains JSON and nothing else. Be strict about it." - }, - { - "type": "image_url", - "image_url": { - "url": f"data:image/png;base64,{base64_image}" - } - } - ] - } - ] - ) - - # Extract the JSON from the vision model response - vision_json = response.choices[0].message.content.strip() - - # Create a structured response that includes both the original request and the extracted JSON - structured_response = f"""Birth Certificate Analysis Request: {state['messages'][0].content} - -Extracted Birth Certificate Data (JSON): -{vision_json} - -Analysis: Based on the extracted birth certificate information, I need to verify the authenticity of this document by validating the place of birth details. The extracted data shows the place of birth as specified in the JSON above, which will be verified against official hospital records and databases.""" - - return {"messages": [AIMessage(content=structured_response)]} - - - - - -reflection_llm = ChatOpenAI(model=reflection_model, temperature=0, max_tokens=1000, api_key=reflection_model_key, base_url=reflection_model_url) - -# Prompt for Reflection -reflection_prompt = ChatPromptTemplate.from_messages( - [ - ( - "system", - "You are an expert birth certificate verification assessor. Your task is to evaluate birth certificate legitimacy based on place of birth verification results.\n\n" - "ASSESSMENT CRITERIA:\n" - "1. PRIMARY FACTOR - Hospital/Place Verification:\n" - " - If place_verified=true and confidence_score >= 0.90: High confidence (0.85-0.95)\n" - " - If place_verified=true and confidence_score 0.80-0.89: Good confidence (0.75-0.84)\n" - " - If place_verified=true and confidence_score 0.70-0.79: Moderate confidence (0.65-0.74)\n" - " - If place_verified=false or confidence_score < 0.70: Low confidence (0.20-0.40)\n\n" - "2. SUPPORTING FACTORS (adjust +/- 0.05):\n" - " - Hospital status (Active vs Inactive)\n" - " - Verification sources quality\n" - " - Contact information availability\n\n" - "CRITICAL: You must respond with ONLY a valid JSON object in this exact format:\n" - '{{\"confidence_score\": 0.XX, \"message\": \"explanation here\"}}\n\n' - "Do not include any other text, thinking, or formatting. Just the JSON object." - ), - MessagesPlaceholder(variable_name="messages"), - ] -) - -# Bind the prompt to the LLM -reflect_on_report = reflection_prompt | reflection_llm - -# Reflection Node -async def reflection_node(state: State) -> State: - # Swap message roles for reflection - cls_map = {"ai": HumanMessage, "human": AIMessage} - print("***********************") - print(state["messages"]) - - translated = [state["messages"][0]] + [ - cls_map[msg.type](content=msg.content) for msg in state["messages"][1:] - ] - - # Try multiple times to get proper JSON response - max_attempts = 3 - for attempt in range(max_attempts): - try: - # Create proper input for the prompt template - prompt_input = {"messages": translated} - res = await reflect_on_report.ainvoke(prompt_input) - response_content = res.content.strip() - - print(f"Reflection attempt {attempt + 1}: {response_content[:200]}...") - - # Check if response contains valid JSON structure - import re - if '"confidence_score"' in response_content and '"message"' in response_content: - # Try to extract and validate JSON - json_pattern = r'\{[^{}]*"confidence_score"[^{}]*"message"[^{}]*\}' - json_match = re.search(json_pattern, response_content, re.DOTALL) - - if json_match: - try: - json_str = json_match.group() - json.loads(json_str) # Validate JSON - print(f"โœ“ Valid JSON found on attempt {attempt + 1}") - return {"messages": [HumanMessage(content=response_content)]} - except json.JSONDecodeError: - pass - - # If no valid JSON, try with more explicit prompt - if attempt < max_attempts - 1: - print(f"โš  Attempt {attempt + 1} failed, retrying with more explicit prompt...") - # Add more explicit instruction for next attempt - translated.append(HumanMessage(content="Please respond with ONLY a JSON object in this exact format: {\"confidence_score\": 0.XX, \"message\": \"your explanation\"}. No other text.")) - - except Exception as e: - print(f"Error in reflection attempt {attempt + 1}: {e}") - if attempt == max_attempts - 1: - # Fallback response for final attempt - fallback_response = '{"confidence_score": 0.5, "message": "Unable to complete automated assessment due to processing error. Manual review recommended."}' - return {"messages": [HumanMessage(content=fallback_response)]} - - # If all attempts failed, return the last response anyway - return {"messages": [HumanMessage(content=response_content)]} - -# Build the graph -builder = StateGraph(State) - -# Add all nodes -builder.add_node("generate", generation_node) -builder.add_node("store", external_storage_node, retry=RetryPolicy(max_attempts=3)) -builder.add_node("external_process", external_service_node, retry=RetryPolicy(max_attempts=3)) -builder.add_node("reflect", reflection_node) -builder.add_node("automatic_approval", external_automation_node) -builder.add_node("human_approval", external_human_node) - - -# Define the edges -builder.add_edge(START, "generate") -builder.add_edge("generate", "store") -builder.add_edge("store", "external_process") -builder.add_edge("external_process", "reflect") -# Add edges from approval nodes to END -builder.add_edge("automatic_approval", END) -builder.add_edge("human_approval", END) - -async def route_after_reflection(state: State) -> str: - """ - Dynamic router to decide between automatic or human approval - based on reflection output focusing on hospital verification confidence - """ - last_message = state["messages"][-1].content - - print("=== REFLECTION ROUTING ANALYSIS ===") - print(f"Raw reflection message: {last_message}") - print("=" * 50) - - try: - # Clean up the message to extract JSON - cleaned_message = last_message.strip() - - # Handle QwQ model thinking tags - extract content after - if "" in cleaned_message and "" in cleaned_message: - # Extract content after the last - parts = cleaned_message.split("") - if len(parts) > 1: - cleaned_message = parts[-1].strip() - - # Remove markdown formatting - cleaned_message = cleaned_message.replace("```json", "").replace("```", "").strip() - - # Try multiple JSON extraction approaches - confidence_score = None - message_text = "" - - # Approach 1: Look for complete JSON object - import re - json_pattern = r'\{[^{}]*"confidence_score"[^{}]*"message"[^{}]*\}' - json_match = re.search(json_pattern, cleaned_message, re.DOTALL) - - if json_match: - try: - json_str = json_match.group() - reflection_result = json.loads(json_str) - confidence_score = reflection_result.get("confidence_score") - message_text = reflection_result.get("message", "") - except json.JSONDecodeError: - pass - - # Approach 2: Extract confidence_score value directly - if confidence_score is None: - score_pattern = r'"confidence_score":\s*([0-9]*\.?[0-9]+)' - score_match = re.search(score_pattern, cleaned_message) - if score_match: - confidence_score = float(score_match.group(1)) - - # Try to extract message too - msg_pattern = r'"message":\s*"([^"]*)"' - msg_match = re.search(msg_pattern, cleaned_message) - if msg_match: - message_text = msg_match.group(1) - - # Approach 3: Look for any decimal number that could be confidence score - if confidence_score is None: - # Look for numbers between 0 and 1 that could be confidence scores - number_pattern = r'\b(0\.[0-9]+|1\.0+|0)\b' - numbers = re.findall(number_pattern, cleaned_message) - if numbers: - # Take the first reasonable confidence score - for num_str in numbers: - num = float(num_str) - if 0.0 <= num <= 1.0: - confidence_score = num - break - - if confidence_score is not None: - print(f"โœ“ Successfully extracted confidence score: {confidence_score}") - print(f"โœ“ Message: {message_text}") - - # Hospital verification focused threshold - requires_human_review = confidence_score < 0.75 - - if requires_human_review: - print(f"โ†’ ROUTING TO HUMAN REVIEW (confidence {confidence_score} < 0.75)") - return "human_approval" - else: - print(f"โ†’ ROUTING TO AUTOMATIC APPROVAL (confidence {confidence_score} >= 0.75)") - return "automatic_approval" - else: - print("โœ— No confidence score found in reflection") - print("โ†’ DEFAULTING TO HUMAN REVIEW") - return "human_approval" - - except Exception as e: - print(f"โœ— Unexpected error in routing: {e}") - print("โ†’ DEFAULTING TO HUMAN REVIEW") - return "human_approval" - -builder.add_conditional_edges( - "reflect", - route_after_reflection -) - - -# Compile the graph with memory checkpointing -memory = MemorySaver() -graph = builder.compile(checkpointer=memory) - - -# from langgraph.visualize import visualize -# # Generate the visualization -# viz_graph = visualize(graph) - - - - - - - -# Use environment variables for Langfuse configuration -os.environ["LANGFUSE_SECRET_KEY"] = local_secret_key -os.environ["LANGFUSE_HOST"] = langfuse_host -os.environ["LANGFUSE_PUBLIC_KEY"] = local_public_key - -from langfuse.langchain import CallbackHandler - -# Initialize Langfuse CallbackHandler for Langchain (tracing) -langfuse_handler = CallbackHandler() - -config = {"configurable": {"thread_id": "1"}, "callbacks": [langfuse_handler]} -topic = "Verify the authenticity of this birth certificate by analyzing the document information and validating the place of birth details." - - -async def run_agent(): - - async for event in graph.astream( - { - "messages": [ - HumanMessage(content=topic) - ], - }, - config, - ): - if "generate" in event: - print("=== BIRTH CERTIFICATE EXTRACTION ===") - print(event["generate"]["messages"][-1].content) - print("\n") - elif "external_process" in event: - print("=== HOSPITAL VERIFICATION RESULTS ===") - print(event["external_process"]["messages"][-1].content) - print("\n") - elif "reflect" in event: - print("=== FINAL VERIFICATION ASSESSMENT ===") - print(event["reflect"]["messages"][-1].content) - print("\n") - elif "automatic_approval" in event: - print("=== โœ… AUTOMATIC APPROVAL ===") - print("Birth certificate verification passed automated checks") - print("\n") - elif "human_approval" in event: - print("=== ๐Ÿ‘ค HUMAN REVIEW REQUIRED ===") - print("Birth certificate requires manual verification") - print("\n") - -import asyncio -asyncio.run(run_agent()) diff --git 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