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awesome-ai-memory

Awesome AI Memory

Add cognee to your AI App

🌟 Chart of AI Memory Landscape

Welcome to our curated list of AI memory tools

You can see the projects split across various dimensions

  1. Open-source projects vs Closed-source projects and companies
  2. Graph, Vector, or Both
  3. Memory, Framework, Optimizer, or Storage

There might be many more companies we are not aware of. Your feedback and contributions are appreciated! ❤️

Have anything to add? Please open a pull request

Check out Cognee – A semantic memory for AI Apps and Agents

Name URL Open / Close GitHub URL Category Storage
cognee https://www.cognee.ai/ Managed, Open source https://github.com/topoteretes/cognee Memory Tool Graph, Vector
mem0 (mem zero) https://mem0.ai/ Managed, Open source https://github.com/mem0ai/mem0 Memory Tool Graph, Vector
Zep AI https://www.getzep.com/ Managed, Open source https://github.com/getzep/zep Memory Tool Graph, Vector
memonto Open source https://github.com/shihanwan/memonto Memory Tool Graph
Memary https://finetune.dev/ Open source https://github.com/kingjulio8238/Memary Memory Tool Graph
BaseAI (from Langbase) - Memory https://langbase.com/docs/memory Managed, Open source https://github.com/LangbaseInc/baseai Memory Tool Vector
BondAI https://bondai.dev/docs/agent-memory/ Open source https://github.com/krohling/bondai Memory Tool Vector
MemGPT (from Letta) https://memgpt.ai/ Managed, Open source https://github.com/cpacker/MemGPT Memory Tool Graph, Vector
GraphRAG (from Microsoft) https://microsoft.github.io/graphrag/ Open source https://github.com/microsoft/graphrag Memory Tool Graph, Vector
Llama index https://www.llamaindex.ai/ Managed, Open source https://github.com/run-llama/llama_index LLM Framework Graph, Vector
Prometheus https://prometheus.io/ Open source https://github.com/prometheus Memory Tool Graph
DSPy https://dspy.ai/ Open source https://github.com/stanfordnlp/dspy Optimizer Vector
Neo4j https://neo4j.com/ Managed, Open source https://github.com/neo4j Storage Graph
FalkorDB https://www.falkordb.com/ Open source https://github.com/FalkorDB/falkordb Storage Graph
HybridAGI https://synalinks.github.io/documentation/ Open source https://github.com/SynaLinks/HybridAGI Memory Tool Graph, Vector
txtai https://neuml.github.io/txtai/ Open source https://github.com/neuml/txtai Memory Tool Vector
chroma https://www.trychroma.com/ Open source https://github.com/chroma-core/chroma Storage Vector
LangChain https://www.langchain.com/ Open source https://github.com/langchain-ai/langchain LLM Framework Vector
Weaviate weaviate.io Open source github.com/weaviate/weaviate Storage Vector
Milvus milvus.io Open source github.com/milvus-io/milvus Storage Vector
Qdrant qdrant.tech Open source github.com/qdrant/qdrant Storage Vector
Faiss https://faiss.ai/ Open source github.com/facebookresearch/faiss Storage Vector
Elasticsearch https://www.elastic.co/elasticsearch Open source https://github.com/elastic/elasticsearch Storage Vector
Jina AI https://jina.ai/ Open source https://github.com/jina-ai Optimizer Vector
Haystack https://haystack.deepset.ai/ Open source https://github.com/deepset-ai LLM Framework Vector
Rasa https://rasa.com/ Open source https://github.com/RasaHQ/ LLM Framework Graph, Vector
NebulaGraph https://www.nebula-graph.io/ Open source https://github.com/vesoft-inc/nebula Storage Graph
Vanna.AI https://vanna.ai/ Open source https://github.com/vanna-ai/vanna Memory Tool Vector
Neon https://neon.tech/ Open source https://github.com/neondatabase/neon Storage Vector
WhyHowAI https://www.whyhow.ai/ Closed https://github.com/whyhow-ai Memory Tool Graph
Graphlit https://graphlit.com Closed Memory Tool Graph, Vector
ragie.ai ragie.ai Closed https://github.com/ragieai Memory Tool Vector
Ontotext https://www.ontotext.com/ Closed https://github.com/Ontotext-AD Memory Tool Graph
SID https://www.sid.ai/ Closed Memory Tool Vector
vectara https://www.vectara.com/ Closed Storage Vector
arcus arcus.co Closed Storage Vector
Oxford Semantic Technologies https://www.oxfordsemantic.tech/ Closed Storage Graph
Prometheux https://www.prometheux.co.uk/ Closed Memory Tool, Storage Vector
Pinecone pinecone.io Closed Storage Vector
AllegroGraph https://allegrograph.com/ Closed Memory Tool Graph
StarDog https://www.stardog.com/ Closed Storage Graph
supabase https://supabase.com/ Open source https://github.com/supabase Storage Vector