Engram vs. Graphify Comparison


Engram Weaviate	Graphify	+	+
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About Engram is a fully managed memory and context service purpose-built to help AI agents remember, learn, and improve over time. Instead of treating memory as an ever-growing pile of raw conversations and events, it turns noisy interaction data into structured, durable, and evolving memories. Applications can send raw text, complete conversations, or pre-extracted facts through a REST API or Python SDK without preprocessing. Engram then runs asynchronous pipelines that extract relevant information, transform it by deduplicating and reconciling it with existing knowledge, and commit a clean memory state without blocking the application’s main workflow. It resolves inconsistencies, adapts to changing preferences and time-evolving facts, and keeps context relevant and efficient. Agents can retrieve ranked memories in real time through vector similarity, BM25 keyword search, or hybrid retrieval, reducing the need to resend entire conversation histories.	About Graphify is an open source knowledge graph engine that turns any input, including code, docs, papers, meetings, images, browser tabs, and commits, into one traversable graph with complete recall. It is built as persistent memory for AI coding assistants, giving tools like Claude Code, Codex, OpenCode, Cursor, Gemini CLI, GitHub Copilot CLI, Aider, Factory Droid, Kimi Code, Kiro, Pi, and Google Antigravity a queryable understanding of a project instead of making them repeatedly grep through files. Users can point Graphify at any directory, and it builds an initial corpus through AST extraction, semantic analysis, and Leiden clustering, transforming an entire codebase or document corpus into a graph in one pass. Unlike RAG pipelines that re-embed everything on every change, Graphify maintains a living graph that updates only affected nodes and edges when files change, allowing the rest of the corpus to stay intact even at enterprise scale.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience AI developers that need persistent, structured memory so agents can retain context, learn from interactions, and share knowledge across sessions	Audience Developers and AI teams that need to turn code, documents, meetings, images, and other data into a unified, traversable knowledge graph
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $45 per month Free Version Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Weaviate Founded: 2019 The Netherlands weaviate.io/product/engram	Company Information Graphify United States graphifylabs.ai/
Alternatives Papr Papr.ai	Alternatives claude-mem cmem.ai
Hindsight Vectorize	CMEM Cloud cmem.ai
EverOS EverMind	Hindsight Vectorize
LangMem LangChain	Constellation ShiftinBits Inc
Maximem View All	Maguyva View All
Categories AI Memory Layers Supported	Categories Agentic AI Supported AI Memory Layers Supported

Integrations Python Supported Antigravity CLI Not Supported C Not Supported C++ Not Supported Codex CLI Not Supported Cursor Not Supported Go Not Supported Google Antigravity Not Supported Hermes Agent Not Supported Kimi Code CLI Not Supported Kiro Not Supported Kotlin Not Supported OpenAI Codex Not Supported OpenClaw Not Supported OpenCode Not Supported Pi Agent Not Supported Ruby Not Supported Rust Not Supported Swift Not Supported TypeScript Not Supported Show More Integrations View All 1 Integration	Integrations Python Supported Antigravity CLI Supported C Supported C++ Supported Codex CLI Supported Cursor Supported Go Supported Google Antigravity Supported Hermes Agent Supported Kimi Code CLI Supported Kiro Supported Kotlin Supported OpenAI Codex Supported OpenClaw Supported OpenCode Supported Pi Agent Supported Ruby Supported Rust Supported Swift Supported TypeScript Supported Show More Integrations View All 28 Integrations
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