Graphiti VS code_doc

Graphiti

Build personalized AI agents that learn from dynamic data

code_doc

Hosted documentation and artifacts server

Not present

Landing page //
2023-06-17

Analysis of Graphiti

Overall verdict

Graphiti is a well-regarded open-source framework for building real-time, temporally-aware knowledge graphs, particularly useful for AI agents and applications that need persistent, evolving memory. It's actively maintained by Zep and has gained solid traction in the LLM and agent development community.

Why this product is good

Purpose-built for real-time knowledge graphs that update incrementally without full recomputation
Temporal awareness lets it track how facts and relationships change over time
Designed specifically for AI agent memory, enabling more context-aware and persistent applications
Integrates with LLMs and supports hybrid retrieval (semantic, keyword, and graph-based search)
Open-source with active development and backing from Zep, plus growing community adoption
Scalable architecture suitable for production use cases involving dynamic data

Recommended for

Developers building AI agents that need long-term, evolving memory
Teams creating LLM-powered applications requiring context-aware retrieval
Projects needing temporally-aware knowledge graphs that track changes over time
Use cases involving dynamic, frequently-updated data rather than static datasets
Engineers exploring alternatives to traditional RAG for more structured, relational context

Analysis of code_doc

Overall verdict

code_doc on Bitbucket appears to be a documentation-focused tool or repository that integrates with your version control workflow, making it a solid choice for teams already using Bitbucket who want to keep documentation close to their codebase.

Why this product is good

Tight integration with Bitbucket repositories keeps documentation versioned alongside your code
Encourages a 'docs-as-code' approach where documentation follows the same review and pull request workflow as source code
Reduces context switching by keeping documentation within the same platform developers already use
Helps maintain up-to-date documentation since changes can be tracked through commit history

Recommended for

Development teams already committed to the Bitbucket ecosystem
Organizations practicing a docs-as-code methodology
Projects that need documentation tightly coupled and versioned with the source code
Small to medium teams looking to streamline documentation without adopting a separate standalone platform

Graphiti videos

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What is Graphiti Temporal Knowledge Graph?

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Category Popularity

0-100% (relative to Graphiti and code_doc)

code_doc

Developer Tools

64 64%

Developer Tools

36% 36

Documentation

0 0%

Documentation

100% 100

100 100%

0% 0

AI Tools

100 100%

AI Tools

0% 0

User comments

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Social recommendations and mentions

Based on our record, Graphiti seems to be more popular. It has been mentiond 9 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Graphiti mentions (9)

Your AI Agent Forgets Everything After Every Session. Graphiti Fixes That.
Graphiti is an open-source framework by Zep for building and querying temporal context graphs for AI agents. It's the engine behind Zep's managed memory platform, but it's fully usable standalone. - Source: dev.to / about 1 month ago
I Tested 33 AI Memory Engines — Here's What Actually Works
Graphiti by Zep is the temporal knowledge graph. Its core insight: knowing the current state isn't enough. You need to know when things changed and what was true before. - Source: dev.to / 2 months ago
I Built Two Ollama Tools I Don't Actually Need Yet
Several services share the same Ollama instance on a dedicated host that homelab-agent is provisioning: LibreChat for interactive chat, a SearXNG MCP server for ML-reranked search, and three background embedding jobs — graphiti, jobsearch-mcp, and memsearch-watch. - Source: dev.to / 3 months ago
I Benchmarked Graphiti vs Mem0: The Hidden Cost of Context Blindness in AI Memory
It started with a 35,000-token "Master Prompt" that she maintained manually in Notion. Every time something changed in her life, she updated it by hand. That obviously didn't scale. So I moved to Graphiti, a knowledge graph framework that extracts entities and relationships from conversations automatically. - Source: dev.to / 4 months ago
Show HN: A file-based agent memory framework that works like skill
- *[Zep](https://github.com/getzep/graphiti)* uses graphs, which handle structure well but add complexity and maintenance overhead. - Source: Hacker News / 7 months ago