Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free
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Nov 12, 2026 - Python
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Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free
open-source ai knowledge knowledge-graph help-wanted graph-database memory-management ai-agents contributions-welcome cognitive-architecture good-first-issue good-first-pr vector-database graph-rag ai-memory cognitive-memory agent-skills agent-memory context-engineering
TypeScript AI agent framework: cognitive memory, dynamic personalities, emergent behaviors and self-building designs
multi-agent autonomous-agents emergent-behavior ai-agents long-term-memory rag vector-search guardrails tool-use voice-ai agent-framework llm cognitive-memory llm-orchestration agentic-ai ai-agent-framework agent-memory hexaco runtime-tool-generation
Local, LLM-free memory for AI agents. A single offline Rust binary — deterministic and auditable — that learns from use, forgets the irrelevant, and strengthens what matters. No cloud, no API keys.
rust robotics mcp knowledge-graph ros2 ai-agents claude vector-search edge-ai local-first zenoh vector-database ai-memory cognitive-memory graphrag agentic-ai model-context-protocol agent-memory llm-free robot-memory
Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, Apache-2.0, ships as library / MCP server / HTTP cluster.
rust database memory clustering mcp self-hosted embeddings knowledge-graph persistent-memory ai-agents hnsw vector-database semantic-memory llm anthropic cognitive-memory model-context-protocol mcp-server agent-memory claude-code
OSS AI memory layer for Home Assistant (AGPL). The conversation server inside the Nives addon was forked from this project — they're independent now.
home-automation smart-home openai home-assistant hacs voice-assistant ai-assistant anthropic ollama cognitive-memory
YantrikDB memory provider for NousResearch/hermes-agent — self-maintaining memory with benchmarked recall, self-tuning ranking, contradiction tracking, proactive hygiene, and explainable recall.
python plugin memory knowledge-graph persistent-memory ai-agents llm-agent ai-memory cognitive-memory nousresearch agent-memory hermes-agent hermes-plugin yantrikdb hermes-agent-plugin hermes-memory-provider
Open-source local-first cognitive memory. AGM-compliant belief revision (49/49 postulates). When a fact changes, downstream beliefs are automatically re-evaluated, not just flagged.
python open-source neo4j memory ripple knowledge-graph obsidian ai-agents agm belief-revision fastapi graphiti local-first apache-2 llm anthropic cognitive-memory mcp-server claude-code kumiho
Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Python bindings; powers yantrikdb-server (HTTP gateway, MCP server, openraft cluster). Apache-2.0.
python rust open-source database memory mcp embeddings knowledge-graph persistent-memory ai-agents rag hnsw vector-database semantic-memory llm anthropic llm-memory cognitive-memory agent-memory claude-code
🏛️ Memory OS for AI agents — every conversation becomes a catalog card (archive no · entities · evidence · trace back to the transcript). Four-channel recall, server-side butler, daily diary. Self-hosted. / 认知型记忆操作系统 · 长期记忆 · 自托管
postgresql evaluation self-hosted knowledge-graph diary human-in-the-loop cognitive-architecture long-term-memory rag fastapi ai-agent pgvector ai-memory cognitive-memory memory-system memory-os hermes-agent
Memory backbone for AI agents. Four-tier store — working, episodic, semantic, procedural — with decay, consolidation, and association graphs. Fused semantic + SIMD-accelerated hybrid recall, in-process MCP, REST/gRPC, and language SDKs.
mcp knowledge-graph temporal-networks simd-programming entity-graph quantization simd-parallelism semantic-search temporal ai-agents zero-gc vector-search memory-graph java-vector-api semantic-search-ai ai-memory cognitive-memory hnsw-index hebbian-memory turbo-quant
Persistent cognitive memory for AI agents — drop-in MCP server for Claude Code, Cursor, and Windsurf with temporal decay, contradiction detection, a knowledge graph, and autonomous consolidation, backed by the YantrikDB Rust engine.
python rust memory mcp embeddings knowledge-graph persistent-memory cursor ai-agents windsurf rag vector-database llm anthropic cognitive-memory model-context-protocol mcp-server agent-skills agent-memory claude-code
AI assistant with persistent memory for Home Assistant. Voice & text via Assist, plain-language automations with confirm-first previews, one-click add-on install. Cloud or bring your own key.
home-automation smart-home openai home-assistant voice-assistant hassio hassio-addons ai-assistant llm anthropic ollama home-assistant-addon cognitive-memory
Hybrid vector + knowledge graph RAG system for enterprise documents. Fuses Pinecone dense vectors, BM25 sparse reranking, and Neo4j multi-hop graph traversal with agentic query routing, cognitive multi-tier memory, and grounding audits
python neo4j free bm25 neo4j-graph pinecone rag sentence-transformers llm llm-agent document-qa retrieval-augmented-generation openrouter enterprise-ai llm-agents cognitive-memory agentic-ai
Memseek is an open source declarative context engine for AI agents. Define agent memory in versioned YAML — like Terraform for infrastructure. Memseek learns from everything you record and gives your agents cited, current, budget-cut context from a Postgres you run.
open-source ai memory-management agents knowledge-management cognitive-architecture vector-search vector-database graph-rag ai-memory cognitive-memory agent-skills agent-memory context-engineering
Personal AI assistant with cognitive memory, tier-aware tools, and 20+ messaging channels
AletheiaDB: The cognitive memory engine for AI agents with fact supersession.
rust mcp knowledge-graph ai-agents long-term-memory rag vector-search local-first vector-database large-language-models retrieval-augmented-generation llm-memory cognitive-memory model-context-protocol
Self-hosted long-term temporal graph memory for AI agents — MCP, REST and a dashboard in one container, with FalkorDB or Memgraph.
ai graph memory knowledge-graph memory-management agents long-term-memory rag llms graph-rag cognitive-memory agent-skills agent-memory context-engineering
CogmemAi: the safe memory that keeps Ai in line. Remembers across sessions, enforces your rules before actions, reviews the work. MCP server, REST and SDKs.
encryption memory mcp knowledge-graph openai developer-tools persistent-memory cursor semantic-search cline windsurf ai-agent chatgpt ai-memory cognitive-memory model-context-protocol mcp-server claude-code cogmemai
Autonomous AI agents you deploy in 30 seconds across any channel. Zero-config CLI, 37 channel adapters, HEXACO personality and cognitive memory powered by AgentOS, five-tier prompt-injection defense.
ξ. Autonomous LLM bug-fixing agent with parallel branch experiments on AST search, LSP grounding, cognitive memory, and multi-agent topologies.
typescript research ast code-search bug-fixing lsp autonomous-agent llm-agent cognitive-memory agentic-ai open-router mastra swe-bench
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