{"repo":"ldclabs/anda-db","free":true,"listed":false,"github":"https://github.com/ldclabs/anda-db","clone":"git clone https://github.com/ldclabs/anda-db.git","description":"🗄 A Rust library designed as a specialized database for AI Agents, focusing on knowledge memory.","language":"Rust","stars":29,"topics":["agent-db","ai-database","persistent-memory","vector-database","multimodal","nosql"],"license":"MIT","category":"databases-storage","readme_excerpt":"Anda DB Anda DB is a modular Rust workspace for building durable AI memory systems. At its core is an embedded, schema-aware document database with three retrieval modes built in: - B-Tree indexes for exact match and range filters - BM25 indexes for full-text search - HNSW indexes for vector similarity search On top of that core, the workspace provides a portable object-store-backed persistence layer, a declarative knowledge protocol called KIP, and the reference Cognitive Nexus runtime that turns the database into a persistent knowledge graph for AI agents. What Anda DB Is For Anda DB is designed for applications that need more than a plain key-value store but less than a full external database service. It works especially well for: - long-term memory for AI agents - embedded retrieval systems inside Rust services - hybrid search over structured, lexical, and semantic data - knowledge-graph workloads with explicit protocol execution - deployments that need to run locally during development and on cloud object storage in production The core design goal is simple: keep the data model, retrieval logic, and persistence lifecycle inside the application process, while still supporting durability, recovery, and rich search. Use Cases / Deployment Modes Use Cases Anda DB is a good fit for several product and platform patterns: - Agent long-term memory : persist facts, observations, preferences, events, and embeddings for one or many agents - Embedded hybrid retrieval : combine struc","default_branch":null,"files":null,"tree":[],"storefront":"/r/ldclabs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ldclabs/anda-db/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}