CHANGELOG.md
CONTRIBUTING.md
INTEGRATIONS.md
LICENSE
MANIFEST.in
README.en.md
README.md
RELEASE_NOTES.md
ROADMAP.md
docker-compose.observability.yml
docker-compose.postgres.yml
docker-compose.redis.yml
docker-compose.search.yml
mkdocs.en.yml
mkdocs.ru.yml
pyproject.toml
docs/assets/telegram-memory.gif
docs/assets/telegram-memory.png
docs/en/changelog.md
docs/en/fastapi.md
docs/en/index.md
docs/en/integrations.md
docs/en/langgraph.md
docs/en/license.md
docs/en/mcp.md
docs/en/migration-0.4.md
docs/en/migration-0.6.md
docs/en/openai-agents.md
docs/en/opentelemetry.md
docs/en/postgres.md
docs/en/profile.md
docs/en/providers-frameworks.md
docs/en/quickstart.md
docs/en/rag.md
docs/en/readers.md
docs/en/redis.md
docs/en/search.md
docs/en/secrets.md
docs/en/telegram.md
docs/en/api/context.md
docs/en/api/injector.md
docs/en/api/pipeline.md
docs/en/api/profile.md
docs/en/api/session.md
docs/en/api/store.md
docs/en/api/tokens.md
docs/en/concepts/budget.md
docs/en/concepts/compression.md
docs/en/concepts/context.md
docs/ru/agent.md
docs/ru/changelog.md
docs/ru/fastapi.md
docs/ru/index.md
docs/ru/integrations.md
docs/ru/langgraph.md
docs/ru/license.md
docs/ru/mcp.md
docs/ru/memory.md
docs/ru/memory_cache.md
docs/ru/migration-0.4.md
docs/ru/migration-0.6.md
docs/ru/openai-agents.md
docs/ru/opentelemetry.md
docs/ru/postgres.md
docs/ru/profile.md
docs/ru/providers-frameworks.md
docs/ru/quickstart.md
docs/ru/rag.md
docs/ru/readers.md
docs/ru/redis.md
docs/ru/search.md
docs/ru/secrets.md
docs/ru/telegram.md
docs/ru/api/context.md
docs/ru/api/injector.md
docs/ru/api/pipeline.md
docs/ru/api/profile.md
docs/ru/api/session.md
docs/ru/api/store.md
docs/ru/api/tokens.md
docs/ru/concepts/budget.md
docs/ru/concepts/compression.md
docs/ru/concepts/context.md
docs/ru/tutorials/01-first-bot.md
docs/ru/tutorials/02-session-memory.md
docs/ru/tutorials/03-embedding-cache.md
docs/ru/tutorials/04-coder-agent.md
docs/ru/tutorials/05-user-profile.md
docs/ru/tutorials/index.md
examples/README.md
examples/cloud_secret_store.py
examples/contract_kit.py
examples/fastapi_memory_service.py
examples/langgraph_memory.py
examples/llamaindex_memory.py
examples/local_embeddings.py
examples/mcp_memory_server.py
examples/ollama_rag.py
examples/openai_agents_session.py
examples/openai_budgeted.py
examples/otel_tracing.py
examples/profile.py
examples/provider_clients.py
examples/pydantic_ai_memory.py
examples/rag.py
examples/read_documents.py
examples/search_vector_store.py
examples/secret_store.py
examples/session_memory.py
examples/telegram_long_dialog.py
examples/telegram_memory_bot.py
examples/fastapi/Dockerfile
examples/fastapi/k8s.yaml
examples/tutorials/01_first_bot/README.md
examples/tutorials/01_first_bot/main.py
examples/tutorials/02_session_memory/README.md
examples/tutorials/02_session_memory/main.py
examples/tutorials/03_embedding_cache/README.md
examples/tutorials/03_embedding_cache/main.py
examples/tutorials/04_coder_agent/README.md
examples/tutorials/04_coder_agent/main.py
examples/tutorials/05_user_profile/README.md
examples/tutorials/05_user_profile/main.py
protoprompt/__init__.py
protoprompt/cache.py
protoprompt/context.py
protoprompt/events.py
protoprompt/exceptions.py
protoprompt/hooks.py
protoprompt/i18n.py
protoprompt/injector.py
protoprompt/injector_budgeted.py
protoprompt/llm.py
protoprompt/memory.py
protoprompt/pipeline.py
protoprompt/scope.py
protoprompt.egg-info/PKG-INFO
protoprompt.egg-info/SOURCES.txt
protoprompt.egg-info/dependency_links.txt
protoprompt.egg-info/requires.txt
protoprompt.egg-info/top_level.txt
protoprompt/agent/__init__.py
protoprompt/agent/goal.py
protoprompt/agent/manifest.py
protoprompt/agent/references.py
protoprompt/agent/scorer.py
protoprompt/agent/types.py
protoprompt/agent/working.py
protoprompt/connectivity/__init__.py
protoprompt/connectivity/service.py
protoprompt/integrations/__init__.py
protoprompt/integrations/_cloud_secret.py
protoprompt/integrations/_messages.py
protoprompt/integrations/agents_sdk.py
protoprompt/integrations/anthropic_client.py
protoprompt/integrations/aws_secrets.py
protoprompt/integrations/bedrock.py
protoprompt/integrations/fastapi_service.py
protoprompt/integrations/gcp_secrets.py
protoprompt/integrations/google_genai.py
protoprompt/integrations/httpx_client.py
protoprompt/integrations/langgraph.py
protoprompt/integrations/llamaindex.py
protoprompt/integrations/local_embeddings.py
protoprompt/integrations/mcp_server.py
protoprompt/integrations/ollama_client.py
protoprompt/integrations/openai_client.py
protoprompt/integrations/otel.py
protoprompt/integrations/postgres.py
protoprompt/integrations/pydantic_ai.py
protoprompt/integrations/qdrant_store.py
protoprompt/integrations/redis.py
protoprompt/integrations/search_store.py
protoprompt/integrations/telegram.py
protoprompt/profile/__init__.py
protoprompt/profile/async_store.py
protoprompt/profile/builder.py
protoprompt/profile/codec.py
protoprompt/profile/manager.py
protoprompt/profile/merge.py
protoprompt/profile/render.py
protoprompt/profile/schema.json
protoprompt/profile/schema.py
protoprompt/profile/source.py
protoprompt/profile/store.py
protoprompt/profile/types.py
protoprompt/rag/__init__.py
protoprompt/rag/chunker.py
protoprompt/rag/indexer.py
protoprompt/rag/reranker.py
protoprompt/rag/retriever.py
protoprompt/rag/types.py
protoprompt/readers/__init__.py
protoprompt/readers/converters.py
protoprompt/readers/local.py
protoprompt/secrets/__init__.py
protoprompt/secrets/errors.py
protoprompt/secrets/guard.py
protoprompt/secrets/key.py
protoprompt/secrets/store.py
protoprompt/session/__init__.py
protoprompt/session/compressor.py
protoprompt/session/strategy.py
protoprompt/session/types.py
protoprompt/store/__init__.py
protoprompt/store/async_store.py
protoprompt/store/chroma.py
protoprompt/store/memory.py
protoprompt/store/protocol.py
protoprompt/store/sqlite.py
protoprompt/testing/__init__.py
protoprompt/testing/contracts.py
protoprompt/testing/long_dialog.py
protoprompt/tokens/__init__.py
protoprompt/tokens/protocol.py
protoprompt/tokens/provider.py
protoprompt/tokens/regex_counter.py
protoprompt/tokens/tiktoken_adapter.py
scripts/build_docs.py
scripts/build_telegram_demo_gif.py
tests/__init__.py
tests/_mocks.py
tests/conftest.py
tests/test_agent_memory.py
tests/test_agent_safety.py
tests/test_agents_sdk.py
tests/test_async_store.py
tests/test_budgeted.py
tests/test_build_messages.py
tests/test_cache.py
tests/test_chroma_store.py
tests/test_cloud_secrets.py
tests/test_codec.py
tests/test_compressor.py
tests/test_contracts.py
tests/test_events.py
tests/test_fastapi_service.py
tests/test_framework_bridges.py
tests/test_hooks.py
tests/test_injector.py
tests/test_integration.py
tests/test_integrations_clients.py
tests/test_key_provider.py
tests/test_langgraph.py
tests/test_llm_protocols.py
tests/test_llm_strategy.py
tests/test_long_dialog.py
tests/test_manager.py
tests/test_mcp_server.py
tests/test_memory.py
tests/test_memory_service.py
tests/test_merge.py
tests/test_otel.py
tests/test_pipeline.py
tests/test_postgres.py
tests/test_profile_store.py
tests/test_provider_clients.py
tests/test_rag.py
tests/test_readers.py
tests/test_redis.py
tests/test_render.py
tests/test_scope.py
tests/test_search_store.py
tests/test_secret_guard.py
tests/test_secret_store.py
tests/test_source.py
tests/test_sqlite_store.py
tests/test_store.py
tests/test_store_advanced.py
tests/test_telegram.py
tests/test_tokens.py
tests/integration/conftest.py
tests/integration/test_cloud_secrets_live.py
tests/integration/test_postgres_integration.py
tests/integration/test_redis_integration.py
tests/integration/test_search_live.py