Index A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W | Z A aadd_message() (actrone_memory.integrations.langchain.ActroneChatMessageHistory method) aadd_messages() (actrone_memory.integrations.langchain.ActroneChatMessageHistory method) aclear() (actrone_memory.integrations.langchain.ActroneChatMessageHistory method) actrone_memory module actrone_memory.benchmark module actrone_memory.benchmark.compare module actrone_memory.benchmark.competitors module actrone_memory.benchmark.dataset module actrone_memory.benchmark.harness module actrone_memory.cli module actrone_memory.config module actrone_memory.exceptions module actrone_memory.extraction module actrone_memory.in_memory module actrone_memory.integrations module actrone_memory.integrations.agno module actrone_memory.integrations.autogen module actrone_memory.integrations.aws_strands module actrone_memory.integrations.claude_agent_sdk module actrone_memory.integrations.crewai module actrone_memory.integrations.dspy module actrone_memory.integrations.google_adk module actrone_memory.integrations.haystack module actrone_memory.integrations.langchain module actrone_memory.integrations.langgraph module actrone_memory.integrations.llamaindex module actrone_memory.integrations.microsoft_agent_framework module actrone_memory.integrations.openai_agents module actrone_memory.integrations.pydantic_ai module actrone_memory.integrations.semantic_kernel module actrone_memory.integrations.smolagents module actrone_memory.l1 module actrone_memory.l1.redis_store module actrone_memory.l2 module actrone_memory.l2.embedder module actrone_memory.l2.qdrant_store module actrone_memory.logging module actrone_memory.manager module actrone_memory.metrics module actrone_memory.models module actrone_memory.protocols module actrone_memory.recipes module actrone_memory.rerank module actrone_memory.retrieval module ActroneAgentFrameworkMemory (class in actrone_memory.integrations.microsoft_agent_framework) ActroneAgnoMemory (class in actrone_memory.integrations.agno) ActroneAutoGenMemory (class in actrone_memory.integrations.autogen) ActroneChatMessageHistory (class in actrone_memory.integrations.langchain) ActroneCheckpointer (class in actrone_memory.integrations.langgraph) ActroneClaudeAgentMemory (class in actrone_memory.integrations.claude_agent_sdk) ActroneCrewMemory (class in actrone_memory.integrations.crewai) ActroneGoogleADKMemory (class in actrone_memory.integrations.google_adk) ActroneLlamaMemory (class in actrone_memory.integrations.llamaindex) ActroneMemory (class in actrone_memory.integrations.langchain) ActroneMemoryError, [1] ActroneOpenAIAgentsMemory (class in actrone_memory.integrations.openai_agents) ActronePydanticAIMemory (class in actrone_memory.integrations.pydantic_ai) ActroneRetriever (class in actrone_memory.integrations.haystack) ActroneRM (class in actrone_memory.integrations.dspy) ActroneSemanticKernelMemory (class in actrone_memory.integrations.semantic_kernel) ActroneSmolagentsMemory (class in actrone_memory.integrations.smolagents) ActroneStrandsMemory (class in actrone_memory.integrations.aws_strands) ActroneWriter (class in actrone_memory.integrations.haystack) add() (actrone_memory.integrations.autogen.ActroneAutoGenMemory method) add_message() (actrone_memory.integrations.langchain.ActroneChatMessageHistory method) add_messages() (actrone_memory.integrations.langchain.ActroneChatMessageHistory method) add_to_chat_history() (actrone_memory.integrations.semantic_kernel.ActroneSemanticKernelMemory method) additional_context() (actrone_memory.integrations.agno.ActroneAgnoMemory method) agent_id (actrone_memory.benchmark.dataset.EvalCase attribute) (actrone_memory.benchmark.EvalCase attribute) (actrone_memory.MemoryEntry attribute) (actrone_memory.models.MemoryEntry attribute) (actrone_memory.models.SessionMetadata attribute) (actrone_memory.SessionMetadata attribute) aget() (actrone_memory.integrations.langgraph.ActroneCheckpointer method) (actrone_memory.integrations.llamaindex.ActroneLlamaMemory method) aget_all() (actrone_memory.integrations.llamaindex.ActroneLlamaMemory method) aget_messages() (actrone_memory.integrations.langchain.ActroneChatMessageHistory method) alist() (actrone_memory.integrations.langgraph.ActroneCheckpointer method) append_to_system_prompt() (actrone_memory.integrations.claude_agent_sdk.ActroneClaudeAgentMemory method) append_turn() (actrone_memory.in_memory.InMemoryStore method) (actrone_memory.InMemoryStore method) (actrone_memory.l1.redis_store.RedisStore method) (actrone_memory.L1Store method) (actrone_memory.protocols.L1Store method) aput() (actrone_memory.integrations.langgraph.ActroneCheckpointer method) (actrone_memory.integrations.llamaindex.ActroneLlamaMemory method) areset() (actrone_memory.integrations.llamaindex.ActroneLlamaMemory method) as_context_provider() (actrone_memory.integrations.microsoft_agent_framework.ActroneAgentFrameworkMemory method) as_memory_service() (actrone_memory.integrations.google_adk.ActroneGoogleADKMemory method) assistant_message (actrone_memory.models.Turn attribute) (actrone_memory.Turn attribute) auto_summarise (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) B backend (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) bind_logger() (in module actrone_memory.logging) bm25_scores() (in module actrone_memory.retrieval) budget_fraction_current_turn (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) budget_fraction_episodic (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) budget_fraction_session (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) budget_fraction_system (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) budget_utilisation (actrone_memory.models.RetrievedContext property) (actrone_memory.RetrievedContext property) build_context() (actrone_memory.integrations.autogen.ActroneAutoGenMemory method) (actrone_memory.integrations.crewai.ActroneCrewMemory method) (actrone_memory.integrations.dspy.ActroneRM method) (actrone_memory.integrations.haystack.ActroneRetriever method) (actrone_memory.integrations.langchain.ActroneChatMessageHistory method) (actrone_memory.integrations.langchain.ActroneMemory method) (actrone_memory.integrations.langgraph.ActroneCheckpointer method) (actrone_memory.integrations.llamaindex.ActroneLlamaMemory method) build_local_embedder() (in module actrone_memory.l2.embedder) build_reranker() (in module actrone_memory.rerank) C CachedEmbedder (class in actrone_memory.l2.embedder) clear() (actrone_memory.integrations.autogen.ActroneAutoGenMemory method) (actrone_memory.integrations.langchain.ActroneChatMessageHistory method) (actrone_memory.integrations.langchain.ActroneMemory method) clear_log_context() (in module actrone_memory.logging) clear_session() (actrone_memory.in_memory.InMemoryStore method) (actrone_memory.InMemoryStore method) (actrone_memory.l1.redis_store.RedisStore method) (actrone_memory.L1Store method) (actrone_memory.manager.MemoryManager method) (actrone_memory.MemoryManager method) (actrone_memory.protocols.L1Store method) client (actrone_memory.benchmark.competitors.LettaAdapter attribute) (actrone_memory.benchmark.competitors.Mem0Adapter attribute) (actrone_memory.benchmark.competitors.ZepAdapter attribute) CliIO (class in actrone_memory.cli) close() (actrone_memory.in_memory.InMemoryStore method) (actrone_memory.InMemoryStore method) (actrone_memory.integrations.autogen.ActroneAutoGenMemory method) (actrone_memory.l1.redis_store.RedisStore method) (actrone_memory.L1Store method) (actrone_memory.l2.qdrant_store.QdrantStore method) (actrone_memory.L2Store method) (actrone_memory.manager.MemoryManager method) (actrone_memory.MemoryManager method) (actrone_memory.protocols.L1Store method) (actrone_memory.protocols.L2Store method) ConfigurationError, [1] configure_dev_logging() (in module actrone_memory.logging) configure_json_logging() (in module actrone_memory.logging) content (actrone_memory.benchmark.dataset.MemoryItem attribute) (actrone_memory.benchmark.MemoryItem attribute) (actrone_memory.ExtractedFact attribute) (actrone_memory.extraction.ExtractedFact attribute) (actrone_memory.MemoryEntry attribute) (actrone_memory.models.MemoryEntry attribute) content_type (actrone_memory.MemoryEntry attribute) (actrone_memory.models.MemoryEntry attribute) cosine_similarity() (in module actrone_memory) (in module actrone_memory.in_memory) create() (actrone_memory.manager.MemoryManager class method) (actrone_memory.MemoryManager class method) create_memory_manager() (in module actrone_memory) (in module actrone_memory.manager) created_at (actrone_memory.models.SessionMetadata attribute) (actrone_memory.SessionMetadata attribute) CrossEncoderReranker (class in actrone_memory.rerank) D DEFAULT_DATASET (in module actrone_memory.benchmark.dataset) delete() (actrone_memory.in_memory.InMemoryStore method) (actrone_memory.InMemoryStore method) (actrone_memory.l2.qdrant_store.QdrantStore method) (actrone_memory.L2Store method) (actrone_memory.protocols.L2Store method) delete_agent_memories() (actrone_memory.in_memory.InMemoryStore method) (actrone_memory.InMemoryStore method) (actrone_memory.l2.qdrant_store.QdrantStore method) (actrone_memory.L2Store method) (actrone_memory.protocols.L2Store method) delete_memory() (actrone_memory.manager.MemoryManager method) (actrone_memory.MemoryManager method) dimensions (actrone_memory.Embedder property) (actrone_memory.HashingEmbedder property) (actrone_memory.l2.embedder.CachedEmbedder property) (actrone_memory.l2.embedder.Embedder property) (actrone_memory.l2.embedder.FastEmbedEmbedder property) (actrone_memory.l2.embedder.HashingEmbedder property) (actrone_memory.l2.embedder.LocalEmbedder property) (actrone_memory.l2.embedder.OpenAIEmbedder property) (actrone_memory.LocalEmbedder property) (actrone_memory.OpenAIEmbedder property) distractors (actrone_memory.benchmark.dataset.EvalCase attribute) (actrone_memory.benchmark.EvalCase attribute) duration_ms (actrone_memory.models.ToolResult attribute) (actrone_memory.ToolResult attribute) E embed() (actrone_memory.Embedder method) (actrone_memory.HashingEmbedder method) (actrone_memory.l2.embedder.CachedEmbedder method) (actrone_memory.l2.embedder.Embedder method) (actrone_memory.l2.embedder.FastEmbedEmbedder method) (actrone_memory.l2.embedder.HashingEmbedder method) (actrone_memory.l2.embedder.LocalEmbedder method) (actrone_memory.l2.embedder.OpenAIEmbedder method) (actrone_memory.LocalEmbedder method) (actrone_memory.OpenAIEmbedder method) embed_batch() (actrone_memory.Embedder method) (actrone_memory.HashingEmbedder method) (actrone_memory.l2.embedder.CachedEmbedder method) (actrone_memory.l2.embedder.Embedder method) (actrone_memory.l2.embedder.FastEmbedEmbedder method) (actrone_memory.l2.embedder.HashingEmbedder method) (actrone_memory.l2.embedder.LocalEmbedder method) (actrone_memory.l2.embedder.OpenAIEmbedder method) (actrone_memory.LocalEmbedder method) (actrone_memory.OpenAIEmbedder method) Embedder (class in actrone_memory) (class in actrone_memory.l2.embedder) embedding (actrone_memory.MemoryEntry attribute) (actrone_memory.models.MemoryEntry attribute) embedding_cache_ttl_seconds (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) embedding_dimensions (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) embedding_model (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) embedding_provider (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) EmbeddingError, [1] ensure_collection() (actrone_memory.l2.qdrant_store.QdrantStore method) episodic_memories (actrone_memory.models.RetrievedContext attribute) (actrone_memory.RetrievedContext attribute) erase_agent_memories() (actrone_memory.manager.MemoryManager method) (actrone_memory.MemoryManager method) error() (actrone_memory.cli.CliIO method) EvalCase (class in actrone_memory.benchmark) (class in actrone_memory.benchmark.dataset) EvalReport (class in actrone_memory.benchmark) (class in actrone_memory.benchmark.harness) extract() (actrone_memory.extraction.FactExtractor method) (actrone_memory.extraction.OpenAIFactExtractor method) (actrone_memory.FactExtractor method) (actrone_memory.OpenAIFactExtractor method) extract_facts (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) extract_memories() (actrone_memory.manager.MemoryManager method) (actrone_memory.MemoryManager method) ExtractedFact (class in actrone_memory) (class in actrone_memory.extraction) F FactExtractor (class in actrone_memory) (class in actrone_memory.extraction) FastEmbedEmbedder (class in actrone_memory.l2.embedder) file_exists() (actrone_memory.cli.CliIO method) format_comparison() (in module actrone_memory.benchmark) (in module actrone_memory.benchmark.compare) format_table() (actrone_memory.benchmark.EvalReport method) (actrone_memory.benchmark.harness.EvalReport method) forward() (actrone_memory.integrations.dspy.ActroneRM method) framework (actrone_memory.recipes.Recipe attribute) from_url() (actrone_memory.l1.redis_store.RedisStore class method) (actrone_memory.l2.qdrant_store.QdrantStore class method) fuse_channels() (in module actrone_memory.retrieval) G get() (actrone_memory.integrations.llamaindex.ActroneLlamaMemory method) get_all() (actrone_memory.integrations.llamaindex.ActroneLlamaMemory method) get_recent_turns() (actrone_memory.in_memory.InMemoryStore method) (actrone_memory.InMemoryStore method) (actrone_memory.l1.redis_store.RedisStore method) (actrone_memory.L1Store method) (actrone_memory.manager.MemoryManager method) (actrone_memory.MemoryManager method) (actrone_memory.protocols.L1Store method) get_recipe() (in module actrone_memory.recipes) get_session_metadata() (actrone_memory.in_memory.InMemoryStore method) (actrone_memory.InMemoryStore method) (actrone_memory.l1.redis_store.RedisStore method) (actrone_memory.L1Store method) (actrone_memory.manager.MemoryManager method) (actrone_memory.MemoryManager method) (actrone_memory.protocols.L1Store method) H hashing_dimensions (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) HashingEmbedder (class in actrone_memory) (class in actrone_memory.l2.embedder) hit_rank (actrone_memory.benchmark.harness.QueryOutcome property) (actrone_memory.benchmark.QueryOutcome property) hybrid_rank() (in module actrone_memory.retrieval) hybrid_retrieval (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) I id (actrone_memory.benchmark.dataset.MemoryItem attribute) (actrone_memory.benchmark.MemoryItem attribute) (actrone_memory.MemoryEntry attribute) (actrone_memory.models.MemoryEntry attribute) (actrone_memory.models.Turn attribute) (actrone_memory.Turn attribute) importance (actrone_memory.ExtractedFact attribute) (actrone_memory.extraction.ExtractedFact attribute) importance_score (actrone_memory.MemoryEntry attribute) (actrone_memory.models.MemoryEntry attribute) inject_memory() (actrone_memory.benchmark.compare.MemorySystem method) (actrone_memory.benchmark.competitors.LettaAdapter method) (actrone_memory.benchmark.competitors.Mem0Adapter method) (actrone_memory.benchmark.competitors.RecencyBaseline method) (actrone_memory.benchmark.competitors.ZepAdapter method) (actrone_memory.benchmark.MemorySystem method) (actrone_memory.benchmark.RecencyBaseline method) (actrone_memory.manager.MemoryManager method) (actrone_memory.MemoryManager method) InMemoryStore (class in actrone_memory) (class in actrone_memory.in_memory) install (actrone_memory.recipes.Recipe attribute) instructions_for() (actrone_memory.integrations.openai_agents.ActroneOpenAIAgentsMemory method) K k (actrone_memory.benchmark.EvalReport attribute) (actrone_memory.benchmark.harness.EvalReport attribute) L L1Store (class in actrone_memory) (class in actrone_memory.protocols) L2Store (class in actrone_memory) (class in actrone_memory.protocols) label (actrone_memory.recipes.Recipe attribute) last_active (actrone_memory.models.SessionMetadata attribute) (actrone_memory.SessionMetadata attribute) latency_ms (actrone_memory.benchmark.harness.QueryOutcome attribute) (actrone_memory.benchmark.QueryOutcome attribute) latency_p50_ms (actrone_memory.benchmark.EvalReport attribute) (actrone_memory.benchmark.harness.EvalReport attribute) latency_p95_ms (actrone_memory.benchmark.EvalReport attribute) (actrone_memory.benchmark.harness.EvalReport attribute) LettaAdapter (class in actrone_memory.benchmark.competitors) list_frameworks() (in module actrone_memory.recipes) load_cases() (in module actrone_memory.benchmark.dataset) load_memory_variables() (actrone_memory.integrations.langchain.ActroneMemory method) LocalEmbedder (class in actrone_memory) (class in actrone_memory.l2.embedder) log() (actrone_memory.cli.CliIO method) M main() (in module actrone_memory.cli) max_episodic_memories (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) max_session_turns (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) Mem0Adapter (class in actrone_memory.benchmark.competitors) memories (actrone_memory.benchmark.dataset.EvalCase attribute) (actrone_memory.benchmark.EvalCase attribute) memory_variables (actrone_memory.integrations.langchain.ActroneMemory property) MemoryConfig (class in actrone_memory) (class in actrone_memory.config) MemoryEntry (class in actrone_memory) (class in actrone_memory.models) MemoryItem (class in actrone_memory.benchmark) (class in actrone_memory.benchmark.dataset) MemoryManager (class in actrone_memory) (class in actrone_memory.manager) MemoryNotFoundError, [1] MemorySystem (class in actrone_memory.benchmark) (class in actrone_memory.benchmark.compare) messages (actrone_memory.integrations.langchain.ActroneChatMessageHistory property) model_config (actrone_memory.config.MemoryConfig attribute) (actrone_memory.ExtractedFact attribute) (actrone_memory.extraction.ExtractedFact attribute) (actrone_memory.MemoryConfig attribute) (actrone_memory.MemoryEntry attribute) (actrone_memory.models.MemoryEntry attribute) (actrone_memory.models.RetrievedContext attribute) (actrone_memory.models.SessionMetadata attribute) (actrone_memory.models.ToolResult attribute) (actrone_memory.models.Turn attribute) (actrone_memory.RetrievedContext attribute) (actrone_memory.SessionMetadata attribute) (actrone_memory.ToolResult attribute) (actrone_memory.Turn attribute) model_name (actrone_memory.l2.embedder.FastEmbedEmbedder property) (actrone_memory.rerank.CrossEncoderReranker property) module actrone_memory actrone_memory.benchmark actrone_memory.benchmark.compare actrone_memory.benchmark.competitors actrone_memory.benchmark.dataset actrone_memory.benchmark.harness actrone_memory.cli actrone_memory.config actrone_memory.exceptions actrone_memory.extraction actrone_memory.in_memory actrone_memory.integrations actrone_memory.integrations.agno actrone_memory.integrations.autogen actrone_memory.integrations.aws_strands actrone_memory.integrations.claude_agent_sdk actrone_memory.integrations.crewai actrone_memory.integrations.dspy actrone_memory.integrations.google_adk actrone_memory.integrations.haystack actrone_memory.integrations.langchain actrone_memory.integrations.langgraph actrone_memory.integrations.llamaindex actrone_memory.integrations.microsoft_agent_framework actrone_memory.integrations.openai_agents actrone_memory.integrations.pydantic_ai actrone_memory.integrations.semantic_kernel actrone_memory.integrations.smolagents actrone_memory.l1 actrone_memory.l1.redis_store actrone_memory.l2 actrone_memory.l2.embedder actrone_memory.l2.qdrant_store actrone_memory.logging actrone_memory.manager actrone_memory.metrics actrone_memory.models actrone_memory.protocols actrone_memory.recipes actrone_memory.rerank actrone_memory.retrieval mrr (actrone_memory.benchmark.EvalReport attribute) (actrone_memory.benchmark.harness.EvalReport attribute) N n_queries (actrone_memory.benchmark.EvalReport attribute) (actrone_memory.benchmark.harness.EvalReport attribute) name (actrone_memory.benchmark.dataset.EvalCase attribute) (actrone_memory.benchmark.EvalCase attribute) O openai_api_key (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) OpenAIEmbedder (class in actrone_memory) (class in actrone_memory.l2.embedder) OpenAIFactExtractor (class in actrone_memory) (class in actrone_memory.extraction) outcomes (actrone_memory.benchmark.EvalReport attribute) (actrone_memory.benchmark.harness.EvalReport attribute) P params (actrone_memory.models.ToolResult attribute) (actrone_memory.ToolResult attribute) parse_facts() (in module actrone_memory) (in module actrone_memory.extraction) precision_at_k (actrone_memory.benchmark.EvalReport attribute) (actrone_memory.benchmark.harness.EvalReport attribute) put() (actrone_memory.integrations.llamaindex.ActroneLlamaMemory method) Q qdrant_api_key (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) qdrant_collection (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) qdrant_timeout (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) qdrant_url (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) QdrantStore (class in actrone_memory.l2.qdrant_store) queries (actrone_memory.benchmark.dataset.EvalCase attribute) (actrone_memory.benchmark.EvalCase attribute) query (actrone_memory.benchmark.harness.QueryOutcome attribute) (actrone_memory.benchmark.QueryOutcome attribute) Query (class in actrone_memory.benchmark) (class in actrone_memory.benchmark.dataset) query() (actrone_memory.integrations.autogen.ActroneAutoGenMemory method) QueryOutcome (class in actrone_memory.benchmark) (class in actrone_memory.benchmark.harness) R recall_at_k (actrone_memory.benchmark.EvalReport attribute) (actrone_memory.benchmark.harness.EvalReport attribute) recency_weight (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) RecencyBaseline (class in actrone_memory.benchmark) (class in actrone_memory.benchmark.competitors) recent_turns (actrone_memory.models.RetrievedContext attribute) (actrone_memory.RetrievedContext attribute) Recipe (class in actrone_memory.recipes) reciprocal_rank_fusion() (in module actrone_memory.retrieval) redis_max_connections (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) redis_socket_connect_timeout (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) redis_socket_timeout (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) redis_url (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) RedisStore (class in actrone_memory.l1.redis_store) relevance_threshold (actrone_memory.config.MemoryConfig attribute) (actrone_memory.Embedder property) (actrone_memory.HashingEmbedder property) (actrone_memory.l2.embedder.CachedEmbedder property) (actrone_memory.l2.embedder.Embedder property) (actrone_memory.l2.embedder.FastEmbedEmbedder property) (actrone_memory.l2.embedder.HashingEmbedder property) (actrone_memory.l2.embedder.LocalEmbedder property) (actrone_memory.LocalEmbedder property) (actrone_memory.manager.MemoryManager property) (actrone_memory.MemoryConfig attribute) (actrone_memory.MemoryManager property) relevance_weight (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) relevant_ids (actrone_memory.benchmark.dataset.Query attribute) (actrone_memory.benchmark.harness.QueryOutcome attribute) (actrone_memory.benchmark.Query attribute) (actrone_memory.benchmark.QueryOutcome attribute) render_recipe() (in module actrone_memory.recipes) render_standalone_file() (in module actrone_memory.recipes) rerank() (actrone_memory.rerank.CrossEncoderReranker method) rerank_enabled (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) rerank_model (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) rerank_top_k (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) reset() (actrone_memory.integrations.crewai.ActroneCrewMemory method) (actrone_memory.integrations.llamaindex.ActroneLlamaMemory method) resolve_relevance_threshold() (in module actrone_memory.config) result (actrone_memory.models.ToolResult attribute) (actrone_memory.ToolResult attribute) retrieval_duration_ms (actrone_memory.models.RetrievedContext attribute) (actrone_memory.RetrievedContext attribute) retrieve_context() (actrone_memory.manager.MemoryManager method) (actrone_memory.MemoryManager method) retrieved_ids (actrone_memory.benchmark.harness.QueryOutcome attribute) (actrone_memory.benchmark.QueryOutcome attribute) RetrievedContext (class in actrone_memory) (class in actrone_memory.models) run() (actrone_memory.integrations.haystack.ActroneRetriever method) (actrone_memory.integrations.haystack.ActroneWriter method) run_async() (actrone_memory.integrations.haystack.ActroneRetriever method) (actrone_memory.integrations.haystack.ActroneWriter method) run_cli() (in module actrone_memory.cli) run_comparison() (in module actrone_memory.benchmark) (in module actrone_memory.benchmark.compare) run_eval() (in module actrone_memory.benchmark) (in module actrone_memory.benchmark.harness) S save() (actrone_memory.integrations.crewai.ActroneCrewMemory method) save_context() (actrone_memory.integrations.langchain.ActroneMemory method) search() (actrone_memory.in_memory.InMemoryStore method) (actrone_memory.InMemoryStore method) (actrone_memory.integrations.crewai.ActroneCrewMemory method) (actrone_memory.l2.qdrant_store.QdrantStore method) (actrone_memory.L2Store method) (actrone_memory.protocols.L2Store method) search_memories() (actrone_memory.benchmark.compare.MemorySystem method) (actrone_memory.benchmark.competitors.LettaAdapter method) (actrone_memory.benchmark.competitors.Mem0Adapter method) (actrone_memory.benchmark.competitors.RecencyBaseline method) (actrone_memory.benchmark.competitors.ZepAdapter method) (actrone_memory.benchmark.MemorySystem method) (actrone_memory.benchmark.RecencyBaseline method) (actrone_memory.integrations.dspy.ActroneRM method) (actrone_memory.manager.MemoryManager method) (actrone_memory.MemoryManager method) sensitivity (actrone_memory.benchmark.dataset.MemoryItem attribute) (actrone_memory.benchmark.MemoryItem attribute) (actrone_memory.ExtractedFact attribute) (actrone_memory.extraction.ExtractedFact attribute) (actrone_memory.MemoryEntry attribute) (actrone_memory.models.MemoryEntry attribute) session_id (actrone_memory.MemoryEntry attribute) (actrone_memory.models.MemoryEntry attribute) (actrone_memory.models.SessionMetadata attribute) (actrone_memory.models.Turn attribute) (actrone_memory.SessionMetadata attribute) (actrone_memory.Turn attribute) session_ttl_hours (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) SessionMetadata (class in actrone_memory) (class in actrone_memory.models) set_request_id() (in module actrone_memory.logging) set_trace_id() (in module actrone_memory.logging) shutdown_grace_seconds (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) snippet (actrone_memory.recipes.Recipe attribute) source (actrone_memory.benchmark.dataset.MemoryItem attribute) (actrone_memory.benchmark.MemoryItem attribute) (actrone_memory.MemoryEntry attribute) (actrone_memory.models.MemoryEntry attribute) source_turn_ids (actrone_memory.MemoryEntry attribute) (actrone_memory.models.MemoryEntry attribute) store_turn() (actrone_memory.integrations.dspy.ActroneRM method) (actrone_memory.manager.MemoryManager method) (actrone_memory.MemoryManager method) StoreConnectionError, [1] strict_background_errors (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) success (actrone_memory.models.ToolResult attribute) (actrone_memory.ToolResult attribute) summarisation_model (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) summarise_after_turns (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) summarise_cooldown_seconds (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) system_message() (actrone_memory.integrations.semantic_kernel.ActroneSemanticKernelMemory method) system_prompt() (actrone_memory.integrations.aws_strands.ActroneStrandsMemory method) (actrone_memory.integrations.pydantic_ai.ActronePydanticAIMemory method) T task_context() (actrone_memory.integrations.smolagents.ActroneSmolagentsMemory method) text (actrone_memory.benchmark.dataset.Query attribute) (actrone_memory.benchmark.Query attribute) timestamp (actrone_memory.MemoryEntry attribute) (actrone_memory.models.MemoryEntry attribute) (actrone_memory.models.Turn attribute) (actrone_memory.Turn attribute) token_budget (actrone_memory.models.RetrievedContext attribute) (actrone_memory.RetrievedContext attribute) token_count (actrone_memory.MemoryEntry attribute) (actrone_memory.models.MemoryEntry attribute) (actrone_memory.models.Turn attribute) (actrone_memory.Turn attribute) token_counter (actrone_memory.config.MemoryConfig attribute) (actrone_memory.MemoryConfig attribute) TokenBudgetError, [1] tokenize() (in module actrone_memory.retrieval) tool_name (actrone_memory.models.ToolResult attribute) (actrone_memory.ToolResult attribute) tool_results (actrone_memory.models.Turn attribute) (actrone_memory.Turn attribute) ToolResult (class in actrone_memory) (class in actrone_memory.models) topic_tags (actrone_memory.ExtractedFact attribute) (actrone_memory.extraction.ExtractedFact attribute) (actrone_memory.MemoryEntry attribute) (actrone_memory.models.MemoryEntry attribute) total_tokens_used (actrone_memory.models.RetrievedContext attribute) (actrone_memory.RetrievedContext attribute) track_store_op() (in module actrone_memory.metrics) try_acquire_summary_lock() (actrone_memory.in_memory.InMemoryStore method) (actrone_memory.InMemoryStore method) (actrone_memory.l1.redis_store.RedisStore method) (actrone_memory.L1Store method) (actrone_memory.protocols.L1Store method) Turn (class in actrone_memory) (class in actrone_memory.models) turn_count (actrone_memory.models.SessionMetadata attribute) (actrone_memory.SessionMetadata attribute) turn_count() (actrone_memory.in_memory.InMemoryStore method) (actrone_memory.InMemoryStore method) (actrone_memory.l1.redis_store.RedisStore method) (actrone_memory.L1Store method) (actrone_memory.protocols.L1Store method) U update_context() (actrone_memory.integrations.autogen.ActroneAutoGenMemory method) upsert() (actrone_memory.in_memory.InMemoryStore method) (actrone_memory.InMemoryStore method) (actrone_memory.l2.qdrant_store.QdrantStore method) (actrone_memory.L2Store method) (actrone_memory.protocols.L2Store method) upsert_batch() (actrone_memory.l2.qdrant_store.QdrantStore method) user_message (actrone_memory.models.Turn attribute) (actrone_memory.Turn attribute) V validate_runtime() (actrone_memory.config.MemoryConfig method) (actrone_memory.MemoryConfig method) ValidationError, [1] W write_file() (actrone_memory.cli.CliIO method) Z ZepAdapter (class in actrone_memory.benchmark.competitors)