Langchain is a publication focusing on programming languages, language design, and compiler development. Readers can explore articles covering topics such as language features, syntax design, and compiler optimization techniques. Additionally, they can learn about programming language theory, language implementation challenges, and practical applications of language design principles.

LangChain

LangChain's Agent Builder supports two types of memory: short-term (per-conversation filesystem) and long-term (persistent /memories/ directory using Markdown files). Three practical tips for leveraging memory effectively: explicitly instruct the agent to save useful context to long-term memory, use 'skills' as modular context libraries loaded only when relevant to avoid hallucinations, and directly edit the agent's instruction files for quick precise changes or to audit its reasoning. The agent can also proactively propose memory updates based on user feedback.

How to Use Memory in Agent Builder