# LatticeFlow AI

## Pages

- [Run Evaluation From AI Atlas](tutorials/run-evaluation-from-ai-atlas.llms.md)
- [LangSmith](tutorials/langsmith.llms.md)
- [Tutorials](tutorials/index.llms.md)
- [Dify](tutorials/dify.llms.md)
- [Claude Managed Agents](tutorials/claude-managed-agents.llms.md)
- [AWS Bedrock](tutorials/aws-bedrock.llms.md)
- [v3.9.0](release-notes/version-3-9-0.llms.md)
- [v3.13.0](release-notes/version-3-13-0.llms.md)
- [v3.11.1](release-notes/version-3-11-1.llms.md)
- [v3.10.0](release-notes/version-3-10-0.llms.md)
- [YAML](references/yaml.llms.md)
- [Traces](references/core-types/core-types-traces.llms.md)
- [Scoring](references/core-types/core-types-scoring.llms.md)
- [Other Types](references/core-types/core-types-other.llms.md)
- [Messages](references/core-types/core-types-messages.llms.md)
- [Evidence](references/core-types/core-types-evidence.llms.md)
- [Assessment](references/core-types/core-types-assessment.llms.md)
- [lf test](references/cli/cli-command-test.llms.md)
- [lf switch](references/cli/cli-command-switch.llms.md)
- [lf skills](references/cli/cli-command-skills.llms.md)
- [lf secret](references/cli/cli-command-secret.llms.md)
- [lf restore](references/cli/cli-command-restore.llms.md)
- [lf regenerate](references/cli/cli-command-regenerate.llms.md)
- [lf list](references/cli/cli-command-list.llms.md)
- [lf init](references/cli/cli-command-init.llms.md)
- [lf dump](references/cli/cli-command-dump.llms.md)
- [lf configure](references/cli/cli-command-configure.llms.md)
- [lf add](references/cli/cli-command-add.llms.md)
- [Trace](references/cli-reference-trace.llms.md)
- [Task Result Logs](references/cli-reference-task-result-logs.llms.md)
- [Template](references/cli-reference-synthesizers-template.llms.md)
- [Python](references/cli-reference-synthesizers-python.llms.md)
- [Link Claim Quotes](references/cli-reference-synthesizers-link-claim-quotes.llms.md)
- [Drop Columns](references/cli-reference-synthesizers-drop-columns.llms.md)
- [Claim Extraction](references/cli-reference-synthesizers-claim-extraction.llms.md)
- [Single Turn Solver](references/cli-reference-solvers-single-turn-solver.llms.md)
- [Pass Through Solver](references/cli-reference-solvers-pass-through-solver.llms.md)
- [Overview](references/cli-reference-scorers.llms.md)
- [String Equality (Multiple Choice)](references/cli-reference-scorers-string-equals-mcqa.llms.md)
- [Python Scorer](references/cli-reference-scorers-python-scorer.llms.md)
- [Model Scorer](references/cli-reference-scorers-model-as-a-judge-scorer.llms.md)
- [Labeler (via Model)](references/cli-reference-scorers-labeler-via-model.llms.md)
- [Text Similarity (BLEU Score)](references/cli-reference-scorers-bleu.llms.md)
- [Risk Scorers](references/cli-reference-risk-scorers.llms.md)
- [Policies](references/cli-reference-policies.llms.md)
- [Model Adapters](references/cli-reference-model-adapters.llms.md)
- [Weighted Average](references/cli-reference-metrics-weighted-average.llms.md)
- [Recall](references/cli-reference-metrics-recall.llms.md)
- [Precision](references/cli-reference-metrics-precision.llms.md)
- [Min](references/cli-reference-metrics-min.llms.md)
- [Max](references/cli-reference-metrics-max.llms.md)
- [F1 Score](references/cli-reference-metrics-f1-score.llms.md)
- [Frameworks](references/cli-reference-frameworks.llms.md)
- [Evaluation Plans](references/cli-reference-eval-plan.llms.md)
- [Datasets](references/cli-reference-datasets.llms.md)
- [URL](references/cli-reference-dataset-sources-url.llms.md)
- [Local](references/cli-reference-dataset-sources-local.llms.md)
- [Inspect AI](references/cli-reference-dataset-sources-inspect-ai.llms.md)
- [Folder](references/cli-reference-dataset-sources-folder.llms.md)
- [Dataset Generators](references/cli-reference-dataset-generators.llms.md)
- [Core Types](references/cli-reference-core-types.llms.md)
- [AI Apps](references/cli-reference-ai-apps.llms.md)
- [Building Risk Assessment Reports with the build-report Skill](pages/use-build-report-skill.llms.md)
- [Pages](pages/index.llms.md)
- [Deploy via Docker Compose](pages/deploy-docker.llms.md)
- [SambaNova](integrations/llm-providers/sambanova.llms.md)
- [Novita AI](integrations/llm-providers/novita.llms.md)
- [Fireworks AI](integrations/llm-providers/fireworks.llms.md)
- [Anthropic](integrations/llm-providers/anthropic.llms.md)
- [Integrations](integrations/index.llms.md)
- [LangSmith](integrations/agent-providers/langsmith.llms.md)
- [Claude Managed Agents](integrations/agent-providers/claude-managed-agents.llms.md)
- [AWS Bedrock](integrations/agent-providers/aws-bedrock.llms.md)
- [Connect your Agent](guides/welcome/lf-agent.llms.md)
- [Command Line Interface](guides/welcome/cli.llms.md)
- [Register the Appliance](guides/manage/deployment/register-appliance.llms.md)
- [Deploy on VMware vSphere](guides/manage/deployment/deploy-vmware-vsphere.llms.md)
- [Deploy on Hyper-V](guides/manage/deployment/deploy-hyperv.llms.md)
- [Configure the Appliance](guides/manage/deployment/configure-appliance.llms.md)
- [Multi-tenancy Control Plane](guides/manage/admin/control-plane.llms.md)
- [🧪 Risk Policies](guides/govern/risk-policies.llms.md)
- [Overview](guides/govern/index.llms.md)
- [Run Atlas Evaluations](guides/evaluate/run-from-atlas.llms.md)
- [Repeatability](guides/evaluate/evaluations/repeatability.llms.md)
- [Caching](guides/evaluate/evaluations/caching.llms.md)
- [Overview](guides/evaluate/benchmark-tasks/solver/solver-types.llms.md)
- [Python Solver](guides/evaluate/benchmark-tasks/solver/python-solver.llms.md)
- [Python Scorers](guides/evaluate/benchmark-tasks/scoring/python-scorers.llms.md)
- [Metrics](guides/evaluate/benchmark-tasks/scoring/metrics.llms.md)
- [Per-sample Trials](guides/evaluate/benchmark-tasks/per-sample-trials.llms.md)
- [Action Rules](guides/evaluate/benchmark-tasks/actions.llms.md)
- [Testing Models](guides/ai-apps/models/testing-models.llms.md)
- [Integrate a Model](guides/ai-apps/models/integrate-model.llms.md)
- [Create a Model Adapter](guides/ai-apps/models/create-custom-model-adapter.llms.md)
- [Integrate a Dataset](guides/ai-apps/datasets/integrate-dataset.llms.md)
- [Dataset Generation](guides/ai-apps/datasets/dataset-generation.llms.md)
- [Manage Secrets](guides/ai-apps/advanced/manage-secrets.llms.md)
- [Introduction of Evaluation Configuration](guides/ai-apps/advanced/defining-eval-dependencies.llms.md)
- [Migrating to Explicit Dependencies](guides/ai-apps/advanced/defining-dependencies.llms.md)
- [Back Up and Move an AI App](guides/ai-apps/advanced/manage-app.llms.md)
- [Python Snippets](guides/ai-apps/advanced/python-snippets.llms.md)
- [Import Traces](guides/ai-apps/datasets/import-traces.llms.md)
- [Overview](guides/ai-apps/index.llms.md)
- [Integrate Custom Model](guides/ai-apps/models/integrate-custom-model.llms.md)
- [Integrate Stateful Model Endpoint](guides/ai-apps/models/integrate-stateful-model.llms.md)
- [Token Usage Tracking](guides/ai-apps/models/token-usage-tracking.llms.md)
- [Benchmark Tasks](guides/evaluate/benchmark-tasks/index.llms.md)
- [Overview](guides/evaluate/benchmark-tasks/scoring/index.llms.md)
- [Model-as-a-Judge Scoring](guides/evaluate/benchmark-tasks/scoring/model-as-a-judge-scoring.llms.md)
- [Multi-turn Tasks](guides/evaluate/benchmark-tasks/solver/multi-turn.llms.md)
- [Solver Post-processor](guides/evaluate/benchmark-tasks/solver/solver-postprocessor.llms.md)
- [Testing Tasks](guides/evaluate/benchmark-tasks/testing-tasks.llms.md)
- [Download and Upload Evidence](guides/evaluate/evaluations/download-upload-evidence.llms.md)
- [Overview](guides/evaluate/index.llms.md)
- [System Tasks](guides/evaluate/system-tasks.llms.md)
- [🧪 Policies](guides/govern/policies.llms.md)
- [Get started with LatticeFlow AI Platform](guides/index.llms.md)
- [User Management](guides/manage/admin/users.llms.md)
- [Deploy on Azure](guides/manage/deployment/deploy-azure-vhd.llms.md)
- [Deploy on AWS](guides/manage/deployment/deploy-on-aws.llms.md)
- [Deployment](guides/manage/deployment/index.llms.md)
- [Upgrade the Appliance](guides/manage/deployment/upgrade-appliance.llms.md)
- [Core Concepts](guides/welcome/concepts.llms.md)
- [Quickstart](guides/welcome/quickstart.llms.md)
- [Azure AI Foundry](integrations/agent-providers/azure-foundry.llms.md)
- [Dify](integrations/agent-providers/dify.llms.md)
- [Assessing Your AI System](integrations/assessing-your-ai-system.llms.md)
- [Integration Checklist](integrations/integration-checklist.llms.md)
- [Custom LLM Provider](integrations/llm-providers/custom.llms.md)
- [Gemini](integrations/llm-providers/gemini.llms.md)
- [OpenAI](integrations/llm-providers/openai.llms.md)
- [Together AI](integrations/llm-providers/together.llms.md)
- [Executing Risk Assessments for an Airline Chatbot](pages/executing-risk-assessments-for-an-airline-chatbot.llms.md)
- [Power BI Dashboard: Configuration](pages/power-bi-configuration.llms.md)
- [Quickstart](references/cli-quickstart.llms.md)
- [Config Specification](references/cli-reference-config-specification.llms.md)
- [Data Sources](references/cli-reference-data-sources.llms.md)
- [Claude Code](references/cli-reference-dataset-sources-claude-code.llms.md)
- [HuggingFace](references/cli-reference-dataset-sources-huggingface.llms.md)
- [LangSmith](references/cli-reference-dataset-sources-langsmith.llms.md)
- [Phoenix](references/cli-reference-dataset-sources-phoenix.llms.md)
- [Overview](references/cli-reference-dataset-sources.llms.md)
- [Overview](references/cli-reference-entities.llms.md)
- [Evaluations and Evaluation Runs](references/cli-reference-evaluations.llms.md)
- [Binary Classification](references/cli-reference-metrics-binary-classification.llms.md)
- [Frequency](references/cli-reference-metrics-frequency.llms.md)
- [Mean](references/cli-reference-metrics-mean.llms.md)
- [Multiclass Classification](references/cli-reference-metrics-multiclass-classification.llms.md)
- [Python](references/cli-reference-metrics-python.llms.md)
- [Standard Deviation](references/cli-reference-metrics-std-dev.llms.md)
- [Overview](references/cli-reference-metrics.llms.md)
- [Models](references/cli-reference-models.llms.md)
- [Risk Policies](references/cli-reference-risk-policies.llms.md)
- [Run](references/cli-reference-run.llms.md)
- [Function Call Coverage](references/cli-reference-scorers-function-call-coverage.llms.md)
- [Model As A Judge Classifier](references/cli-reference-scorers-model-as-a-judge-classifier.llms.md)
- [Python Batch Scorer](references/cli-reference-scorers-python-all-samples-scorer.llms.md)
- [RAG Checker](references/cli-reference-scorers-rag-checker.llms.md)
- [String Equality](references/cli-reference-scorers-string-equals.llms.md)
- [Multi Turn Solver](references/cli-reference-solvers-multi-turn-solver.llms.md)
- [Python Solver](references/cli-reference-solvers-python-solver.llms.md)
- [Overview](references/cli-reference-solvers.llms.md)
- [Claim Labeling](references/cli-reference-synthesizers-claim-labeling.llms.md)
- [Empty](references/cli-reference-synthesizers-empty.llms.md)
- [LLM](references/cli-reference-synthesizers-llm.llms.md)
- [Question Answering](references/cli-reference-synthesizers-question-answering.llms.md)
- [Overview](references/cli-reference-synthesizers.llms.md)
- [Tasks](references/cli-reference-tasks.llms.md)
- [CLI](references/cli-reference.llms.md)
- [lf cancel](references/cli/cli-command-cancel.llms.md)
- [lf delete](references/cli/cli-command-delete.llms.md)
- [lf export](references/cli/cli-command-export.llms.md)
- [lf integration](references/cli/cli-command-integration.llms.md)
- [lf overview](references/cli/cli-command-overview.llms.md)
- [lf rerun](references/cli/cli-command-rerun.llms.md)
- [lf run](references/cli/cli-command-run.llms.md)
- [lf set](references/cli/cli-command-set.llms.md)
- [lf status](references/cli/cli-command-status.llms.md)
- [lf tenant](references/cli/cli-command-tenant.llms.md)
- [lf user](references/cli/cli-command-user.llms.md)
- [Base Model](references/core-types/core-types-base-model.llms.md)
- [Judges](references/core-types/core-types-judges.llms.md)
- [Model I/O](references/core-types/core-types-model-io.llms.md)
- [Progress](references/core-types/core-types-progress.llms.md)
- [Solver Outputs](references/core-types/core-types-solver-outputs.llms.md)
- [Reference](references/index.llms.md)
- [v3.14.0](release-notes/index.llms.md)
- [v3.11.0](release-notes/version-3-11-0.llms.md)
- [v3.12.0](release-notes/version-3-12-0.llms.md)
- [v3.14.0](release-notes/version-3-14-0.llms.md)
- [v3.9.1](release-notes/version-3-9-1.llms.md)
- [Azure Foundry](tutorials/azure-foundry.llms.md)
- [Convert Your Logs into LF AI Platform Datasets](tutorials/convert-your-logs-into-ai-go-datasets.llms.md)
- [How to write a sample-dependent scorer](tutorials/how-to-write-a-sample-dependent-scorer.llms.md)
- [Evaluate Your Agent for Intended-Use Evasion](tutorials/intended-use-evasion-tutorial.llms.md)
- [Measure Whether Your RAG Chatbot Answers Completely](tutorials/rag-recall-tutorial.llms.md)