AGENTS.md
LICENSE
MANIFEST.in
README.md
pyproject.toml
requirements.txt
setup.py
api/__init__.py
api/main.py
api/static/index.html
api/static/models.html
api/static/stratifyai_trans_logo.png
api/static/stratifyai_wide_logo.png
api/static/stratum_logo.png
api/static/dist/index.html
api/static/dist/assets/index-Bk6fC4c3.js
api/static/dist/assets/index-BxnSpoSS.css
catalog/README.md
catalog/__init__.py
catalog/models.json
catalog/schema.json
cli/__init__.py
cli/stratifyai_cli.py
docs/API-REFERENCE.md
docs/AUTH_ERROR_HANDLING.md
docs/CACHING-QUICK-REF.md
docs/CACHING.md
docs/CATALOG_MANAGEMENT.md
docs/CHANGELOG.md
docs/CONTRIBUTING.md
docs/DEV-SPEC-StratifyAI-WORKFLOW.md
docs/GETTING-STARTED.md
docs/MCP-CLIENT-CONFIG.md
docs/MCP-QUICKSTART.md
docs/MCP-TOOLS-REFERENCE.md
docs/PRD-StratifyAI-WORKFLOW-ROADMAP.md
docs/PROFILE-SYSTEM-PLAN.md
docs/PROFILE-SYSTEM.md
docs/PROMPT-TEMPLATES-PLAN.md
docs/PROMPT-TEMPLATES.md
docs/StatifyAI_For_Stakeholders.md
docs/StratifyAI-Prompt-Caching.md
docs/StratifyAI-Router-Logic.md
docs/UI-OVERVIEW.md
docs/VISION-SUPPORT.md
docs/WORKFLOW.md
docs/Why_StratifyAI.md
docs/adding-new-models-guide.md
docs/api-key-improvements-guide.md
docs/caching-implementation-summary.md
docs/cli-usage.md
docs/implementation-20260228.md
docs/large-file-strategies.md
docs/local-installation-guide.md
docs/performance.md
docs/project-status.md
docs/provider-models-catalog.md
docs/quick-start-guide.md
docs/token-limit-quick-guide.md
docs/runbook/phase14-ops-runbook.md
docs/runbook/phase15-security-runbook.md
examples/README.md
examples/auto_selection_demo.py
examples/caching_examples.py
examples/chatbot.py
examples/cli_interactive_demo.md
examples/code_reviewer.py
examples/document_summarizer.py
examples/performance_benchmark.py
examples/rag_example.py
examples/router_example.py
examples/web_server.py
stratifyai/__init__.py
stratifyai/api_key_helper.py
stratifyai/caching.py
stratifyai/catalog_manager.py
stratifyai/chunking.py
stratifyai/client.py
stratifyai/config.py
stratifyai/cost_tracker.py
stratifyai/embeddings.py
stratifyai/exceptions.py
stratifyai/logging_config.py
stratifyai/middleware.py
stratifyai/models.py
stratifyai/observability.py
stratifyai/py.typed
stratifyai/rag.py
stratifyai/retry.py
stratifyai/router.py
stratifyai/summarization.py
stratifyai/vectordb.py
stratifyai.egg-info/PKG-INFO
stratifyai.egg-info/SOURCES.txt
stratifyai.egg-info/dependency_links.txt
stratifyai.egg-info/entry_points.txt
stratifyai.egg-info/requires.txt
stratifyai.egg-info/top_level.txt
stratifyai/chat/__init__.py
stratifyai/chat/builder.py
stratifyai/chat/stratifyai_anthropic.py
stratifyai/chat/stratifyai_bedrock.py
stratifyai/chat/stratifyai_deepseek.py
stratifyai/chat/stratifyai_google.py
stratifyai/chat/stratifyai_grok.py
stratifyai/chat/stratifyai_groq.py
stratifyai/chat/stratifyai_ollama.py
stratifyai/chat/stratifyai_openai.py
stratifyai/chat/stratifyai_openrouter.py
stratifyai/mcp_catalog/__init__.py
stratifyai/mcp_catalog/catalog.json
stratifyai/mcp_catalog/manager.py
stratifyai/mcp_catalog/schemas.py
stratifyai/mcp_client/__init__.py
stratifyai/mcp_client/config.py
stratifyai/mcp_client/connection.py
stratifyai/mcp_client/engine.py
stratifyai/mcp_client/permissions.py
stratifyai/mcp_client/server_manager.py
stratifyai/mcp_client/tool_registry.py
stratifyai/mcp_server/__init__.py
stratifyai/mcp_server/__main__.py
stratifyai/mcp_server/errors.py
stratifyai/mcp_server/prompts.py
stratifyai/mcp_server/resources.py
stratifyai/mcp_server/schemas.py
stratifyai/mcp_server/server.py
stratifyai/mcp_server/tools.py
stratifyai/profiles/__init__.py
stratifyai/profiles/models.py
stratifyai/profiles/profiles.yaml
stratifyai/profiles/registry.py
stratifyai/prompts/__init__.py
stratifyai/prompts/models.py
stratifyai/prompts/registry.py
stratifyai/prompts/templates/analyze_data.yaml
stratifyai/prompts/templates/api_docs.yaml
stratifyai/prompts/templates/chatbot.yaml
stratifyai/prompts/templates/code_review.yaml
stratifyai/prompts/templates/commit_message.yaml
stratifyai/prompts/templates/debug_error.yaml
stratifyai/prompts/templates/explain_concept.yaml
stratifyai/prompts/templates/rag_synthesis.yaml
stratifyai/prompts/templates/summarize.yaml
stratifyai/prompts/templates/translate.yaml
stratifyai/providers/__init__.py
stratifyai/providers/anthropic.py
stratifyai/providers/base.py
stratifyai/providers/bedrock.py
stratifyai/providers/deepseek.py
stratifyai/providers/google.py
stratifyai/providers/grok.py
stratifyai/providers/groq.py
stratifyai/providers/ollama.py
stratifyai/providers/openai.py
stratifyai/providers/openai_compatible.py
stratifyai/providers/openrouter.py
stratifyai/utils/__init__.py
stratifyai/utils/bedrock_validator.py
stratifyai/utils/code_extractor.py
stratifyai/utils/csv_extractor.py
stratifyai/utils/file_analyzer.py
stratifyai/utils/json_extractor.py
stratifyai/utils/log_extractor.py
stratifyai/utils/model_selector.py
stratifyai/utils/provider_validator.py
stratifyai/utils/reasoning_detector.py
stratifyai/utils/sanitizer.py
stratifyai/utils/sync_helpers.py
stratifyai/utils/token_counter.py
tests/__init__.py
tests/conftest.py
tests/test_anthropic_bedrock_catalog_extra.py
tests/test_api_endpoints.py
tests/test_api_key_helper.py
tests/test_async_operations.py
tests/test_bedrock_provider.py
tests/test_bedrock_validator.py
tests/test_cache_optimization.py
tests/test_caching.py
tests/test_caching_concurrency.py
tests/test_chat_builder.py
tests/test_chat_modules.py
tests/test_cli_auth_error.py
tests/test_cli_chat.py
tests/test_cli_file_loading.py
tests/test_client.py
tests/test_cost_tracker.py
tests/test_integration_real_providers.py
tests/test_mcp_catalog.py
tests/test_mcp_client_engine.py
tests/test_mcp_connection_bedrock_rag_extra.py
tests/test_mcp_prompts.py
tests/test_mcp_resources.py
tests/test_mcp_schemas.py
tests/test_mcp_tools.py
tests/test_middleware.py
tests/test_model_selector.py
tests/test_models.py
tests/test_openai_provider.py
tests/test_openai_servermanager_extra.py
tests/test_packaging_metadata.py
tests/test_persistent_cache.py
tests/test_phase14_developer_experience.py
tests/test_phase71.py
tests/test_phase72_extractors.py
tests/test_phase74_caching.py
tests/test_phase80_critical.py
tests/test_phase80_hardening.py
tests/test_phase83_new.py
tests/test_profile_registry.py
tests/test_prompts.py
tests/test_provider_concurrency.py
tests/test_provider_validator.py
tests/test_providers_and_infra_extra.py
tests/test_providers_phase2.py
tests/test_rag_integration.py
tests/test_retry_additional.py
tests/test_retry_tokencount_fileanalyzer_extra.py
tests/test_router.py
tests/test_router_extraction.py
tests/test_summarization.py
tests/test_temperature_unit.py
tests/test_temperature_validation.py
tests/test_token_limit_and_ttl.py