GitHub - kingjulio8238/memary: Longterm Memory for Autonomous Agents.
github.com
GitHub - kingjulio8238/memary: Longterm Memory for Autonomous Agents.
Darren LI and added
Mem0: The Memory Layer for Personalized AI
Mem0 provides a smart, self-improving memory layer for Large Language Models, enabling personalized AI experiences across applications.
Mem0 provides a smart, self-improving memory layer for Large Language Models, enabling personalized AI experiences across applications.
Note: The Mem0 repository now also includes the Embedchain project. We continue to maintain and support Embedchain ❤️. You can find the Embedchain codebase in the embedchai... See more
GitHub - mem0ai/mem0: The memory layer for Personalized AI
Nicolay Gerold added
3 days reading through the code of the paper that solved this, here are some notes:
- Long term interactions: the promise of LLM agents is to potentially run over weeks. A lot of the ideas in the paper tackle exactly this problem
- Memory: It’s easy to write down interactions of agents. But how do we track these over time? How do these change with ti... See more
- Long term interactions: the promise of LLM agents is to potentially run over weeks. A lot of the ideas in the paper tackle exactly this problem
- Memory: It’s easy to write down interactions of agents. But how do we track these over time? How do these change with ti... See more
Sanyam Bhutani • Tweet
Nicolay Gerold added
Darren LI added
Great framework for understanding the current stack of AI agents companies; most companies only aggregate low-hanging fruits of tools and memories components (e.g., vector database) without extra works of planning built upon off-shelf LLMs
For any conversational use case, such as chatbots, we need conversational memory. The idea behind conversational memory is simple: rather than sending just the most recent interaction to our LLM, we send a history of interactions + the most recent interaction to our LLM — typically in a chat log style format.
With and without conversational memory.
D... See more
With and without conversational memory.
D... See more
James Briggs • LLMs Are Not All You Need | Pinecone
Nicolay Gerold added
💸🤑 Announcing our Bounty Program: Help the Julep community fix bugs and ship features and get paid. More details here.
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Start your project with conversation history, support for any LLM, agentic workflows, integrations & more.
Explore the docs »
Report Bug · Request Feature · Join Our Discord · X · LinkedIn
Why Julep?
We've built a lot of AI ap... See more
GitHub - julep-ai/julep: Open-source alternative to Assistant's API with a managed backend for memory, RAG, tools and tasks. ~Supabase for building AI agents.
Nicolay Gerold added
There’s functionality in LangChain for knowledge graphs for retrieval; however, LangChain also provides memory components to automatically create a knowledge graph based on our conversation messages.