Leyline
Sorcery
Data framework for retrieval and agents. Memory and index slices, not a whole 'RAG product' box.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
LlamaIndex · 18Score v2 uses observed signals only. Missing factors read No signal yet.
## Here are 48 public repositories matching this topic...
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Build software better, together · 13Score v2 uses observed signals only. Missing factors read No signal yet.
PageIndex (MIT, Python) is VectifyAI’s vectorless, reasoning-based RAG engine. First-party pitch: build a hierarchical tree index per document, then let an LLM reason through that tree (human-like section navigation) instead of embedding chunks into a vector database.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
PageIndex · 12Score v2 uses observed signals only. Missing factors read No signal yet.
139 lines (106 loc) · 17.5 KB
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
awesome · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Open-source memory system for agents and teams. It connects company sources such as Slack, GitHub, and Linear so agents can recall shared context through one memory API, an SDK, or an MCP server, with an optional Cognee Cloud for managed scale.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
cognee · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Self-hosted persistent memory service for MCP-capable agents. It stores and recalls memories in a tiered store using hybrid vector and keyword retrieval, ships as a single Go binary with SQLite or Postgres, and exposes REST, MCP, and an embedded admin UI.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
memini · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Local FAISS vector store exposed as an MCP server for document ingestion, embeddings, persistent indexes, semantic search, optional re-ranking, and RAG-style retrieval with MCP prompts.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Local FAISS MCP Server · 6Score v2 uses observed signals only. Missing factors read No signal yet.
Open-source shared persistent memory for AI agents, backed by Notion. A Lore vault is a Notion page with Projects, Topics, Memories, Entities, and Facts databases so later sessions and people can reuse experiential knowledge, follow-up tasks, decision records, and procedures. Age
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Lore · 6Score v2 uses observed signals only. Missing factors read No signal yet.
Leyline ranks components. It does not proxy inference or resell tokens.
Observed stars, notes, maintainer trust, and public sources. Missing signals read No signal yet.
Observed installs, success, resolve wins, and benches. Unobserved usage is never guessed or zeroed.