https://github.com/topoteretes/awesome-ai-memory
A list of AI memory projects
https://github.com/topoteretes/awesome-ai-memory
List: awesome-ai-memory
ai ai-agents ai-engineering ai-memory ai-ml memory-management rag
Last synced: 7 months ago
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A list of AI memory projects
- Host: GitHub
- URL: https://github.com/topoteretes/awesome-ai-memory
- Owner: topoteretes
- License: apache-2.0
- Created: 2024-11-23T12:40:05.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2025-01-10T17:02:03.000Z (9 months ago)
- Last Synced: 2025-01-10T17:42:24.362Z (9 months ago)
- Topics: ai, ai-agents, ai-engineering, ai-memory, ai-ml, memory-management, rag
- Language: Python
- Homepage: https://github.com/topoteretes/cognee
- Size: 27.2 MB
- Stars: 64
- Watchers: 5
- Forks: 4
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# awesome-ai-memory
Awesome AI Memory
Add cognee to your AI App
🌟 
## 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](https://github.com/topoteretes/cognee)
- **Browse examples in the [Cognee QuickStart](https://topoteretes.github.io/cognee/quickstart/)**
- **Contact us at [info@topoteretes.com](mailto:info@topoteretes.com) or join us on [Discord](https://discord.gg/m9KxxYWH)**
- **Follow us on [Twitter](https://twitter.com/tricalt)**
| 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 |
| llongterm | https://www.llongterm.com/ | Closed | | Memory Tool | Graph |