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cognee VS 3proxy

Compare cognee VS 3proxy and see what are their differences

cognee

Memory for AI Agents

No screenshot yet
Rating
0 reviews
Pricing
Open source Freemium Free trial
Alternatives Is it good?
3
3proxy

3proxy freeware proxy server for Windows and Unix. HTTP, SOCKS, FTP, POP3

Rating
0 reviews
Alternatives Is it good?
OutageDeck
Check the cloud and SaaS vendors your product depends on without opening every status page. Official-source timelines, observed uptime history, and alerts to email, Slack, Teams, Discord, or webhooks. Five-provider email alerts are free. sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Based on our record, cognee should be more popular than 3proxy. It has been mentioned 2 times since March 2021.

social mentions
2 vs 1
AI popularity
100% vs 0%
alternatives listed
96 vs 93

Base details

Website, pricing, platforms and company facts side by side.

cognee
3
3proxy
Website cognee.ai 3proxy.ru
Pricing
Open source Freemium Free trial Official pricing
—
Company Startup from Germany · 1 - 9 employees —
Listed in
AI AI Memory AI Tools AI Assistant AI Chatbots AI Platform +3
Proxy Server Proxy DevOps Tools Developer Tools +1

About cognee and 3proxy

In their own words, as submitted to SaaSHub.

cognee
3
3proxy

Build dynamic memory for Agents and replace RAG using scalable, modular ECL (Extract, Cognify, Load) pipelines.

Read more about cognee

No description of 3proxy yet.

Features and specs

What each product offers, as listed by its team.

cognee 5 features
3
3proxy 4 features
  • User-Friendly Interface
    Cognee is designed with a user-friendly interface that makes it easy for individuals to navigate and utilize its features without a steep learning curve.
  • Integration Capabilities
    Cognee offers robust integration options with other software and tools, allowing users to incorporate it seamlessly into their existing workflows.
  • Advanced AI Features
    The platform leverages advanced AI technologies to provide accurate and efficient outcomes, enhancing productivity and efficiency in tasks.
  • Customizable Solutions
    Cognee provides customizable tools and solutions, enabling users to tailor the platform to meet their specific needs and requirements.
  • Strong Customer Support
    Cognee offers strong customer support to assist users with any issues or questions, ensuring a smooth and problem-free experience.

Possible disadvantages

  • High Cost
    The pricing model of Cognee can be relatively high, making it less accessible for small businesses or individual users with limited budgets.
  • Steep Learning Curve for Advanced Features
    While the basic interface is user-friendly, mastering advanced features may require a significant time investment for training and familiarization.
  • Limited Offline Capabilities
    Cognee relies heavily on internet connectivity for many of its functions, which can be a limitation in areas with poor internet access.
  • Occasional Technical Glitches
    Users might experience occasional minor technical glitches or bugs, impacting the overall smoothness of the user experience.
  • Privacy Concerns
    As with many AI platforms, there may be concerns related to data privacy and security, especially for sensitive information.
  • Lightweight
    3proxy is a very lightweight proxy server, which makes it suitable for running on low-resource systems and can be easily managed with minimal overhead.
  • Open Source
    Being an open-source software, 3proxy allows users to inspect, modify, and enhance the source code to suit their specific needs.
  • Highly Configurable
    3proxy provides a high level of configurability, allowing users to tailor it for a wide range of use cases, from simple web proxying to complex network setups.
  • Supports Multiple Protocols
    It supports a variety of protocols, including HTTP, HTTPS, SOCKS, and FTP, making it versatile for different applications.

Analysis

An editorial look at what each product does well and who it suits.

cognee
3
3proxy

Overall verdict

  • Cognee is a solid open-source memory and knowledge-graph framework for AI agents, offering a developer-friendly way to build persistent, contextual memory layers using ECL (Extract, Cognify, Load) pipelines. It's well-suited for teams building retrieval-augmented and agentic applications, though as a relatively young project it may require some technical comfort and tolerance for evolving APIs.

Why this product is good

  • Provides a structured memory layer for AI agents and LLM applications, going beyond simple vector search by combining knowledge graphs with embeddings
  • Open-source with an active developer community, making it flexible, transparent, and customizable
  • Uses ECL (Extract, Cognify, Load) pipelines that make it easier to ingest and interconnect diverse data sources
  • Integrates with common tools and databases (vector stores, graph databases, and popular LLMs)
  • Aims to reduce hallucinations and improve context relevance by giving agents persistent, interconnected memory
  • Reasonable choice for developers wanting to avoid building a custom memory infrastructure from scratch

Recommended for

  • Developers building AI agents that need persistent, long-term memory
  • Teams creating retrieval-augmented generation (RAG) applications with complex, interconnected data
  • Startups and engineers who prefer open-source, self-hostable solutions over closed platforms
  • Projects requiring knowledge-graph-based reasoning rather than plain vector similarity search
  • Technical users comfortable working with evolving APIs and Python-based tooling

No analysis of 3proxy yet.

Videos

Walkthroughs and reviews on video.

cognee 2 videos + Add
3
3proxy 1 video + Add

How to turn your data into a knowledge graph

More videos

  • - cognee in 4 minutes

Setting up ipv6 proxies using 3proxy libraries.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
cognee
3
3proxy
100% 100%
AI
0% 0%
0% 0%
Proxy Server
100% 100%
100% 100%
Developer Tools
0% 0%
0% 0%
Network & Admin
100% 100%

User comments

Share your experience with using cognee and 3proxy. For example, how are they different and which one is better?

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Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

cognee 2 mentions
3
3proxy 1 mention
  • Building an AI research copilot that catches its sources lying
    Research tools forget across sessions, and they never notice when two sources disagree. Crosscheck is a small copilot on top of cogneethat does both: persistent memory of everything you feed it, and a hero feature that flags when sources... - Source: dev.to / 3 months ago
  • Building a Local-First Research Agent that Actually Remembers (using AIsa, Cognee & Ollama)
    Cognee structures this raw text into a Knowledge Graph. Instead of just saving "Pricing is popular", it creates nodes:. - Source: dev.to / 9 months ago
  • How to set up TCP/UDP transparent proxy with iptables
    Also, not all SOCKS5 servers support UDP associate. Dante, 3proxy and gost support it, but ssh -D doesn't. - Source: dev.to / about 2 years ago

Alternatives to cognee and 3proxy

When comparing cognee and 3proxy, you can also consider the following products.

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