ai-agent-memory 0.0.2
AI Agent Memory AI Agent Directory to Host All AI Agent Memory related AI Agents Services, Community, Reviews and More.
Requires Python: >=3.4
Keywords: AI Agent Memory, AI Agent Marketplace, AI Agent Directory, AI Agents, Agentic AI

# AI Agent Memory AI Agent Directory to Host All AI Agent Memory related AI Agents Web Traffic Data, Search Ranking, Community, Reviews and More.

This is the official github repo for pypi package "ai_agent_memory" https://pypi.org/project/ai_agent_memory. You can use this package to download and get statistics (Google/Bing Search Ranking/Github Stars/Website Traffic) of AI agents on website from AI Agent Marketplace AI Agent Directory and AI Agent Search Portal by Deepnlp AI Agent Marketplace, is the directory for more than 5000+ AI Agents and Apps covering various types of AI agents, such as autonomous agent, chatbots, Computer and Mobile phone use agents, robotic agents, and various industries such as business, finance, law, medical or healthcare, etc. The directory are updated to websites from both public repo (github/huggingface) as well as AI Agent services in cloud service provider (Microsoft Azure AWS, Copilot, GPT Store, Google Cloud, etc). 

### AI Agent Search Engine

Website : http://www.deepnlp.org/search/agent

Find the AI Agent in any category and get the realtime search/app store/github ranking data

![AI Agent Marketplace Directory Search](https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/AI%20Agent%20Marketplace%20Search.jpg)

Register and list your AI agent For Free through (http://www.deepnlp.org/workspace/my_ai_services)


### AI Agent Directory

Website: http://www.deepnlp.org/store/ai-agent

![AI Agent Marketplace AI Agent Directory](https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/ai_agents_navigation.jpg)

#### Track Google/Bing Search Ranking Data

For example, if you want to know the AI coding agent traffic data, you can visit (http://www.deepnlp.org/store/ai-agent#section_Coding%20Agent)

You can track vanna.ai, Cody and Cline bot, etc.

- cline bot (http://www.deepnlp.org/store/ai-agent/coding-agent/pub-cline-bot/cline-bot) has google search ranking 37.0 and bing search ranking 15.0, and under search keywords such as "AI Coding Agent, AI Coding, etc.", it got 22.8k Github stars 
- vanna.ai (http://www.deepnlp.org/store/ai-agent/ai-agent/pub-vanna-ai/vanna-ai)
- Cody Sourcegraph (http://www.deepnlp.org/store/ai-agent/ai-agent/pub-cody-by-sourcegraph/cody-by-sourcegraph)
- Taskade.com (http://www.deepnlp.org/store/ai-agent/finance/pub-taskade/taskade)

![AI Coding Agent](https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/image_coding_agent_v2.jpg)


### AI Agent List

## [phidata phidatahq](https://github.com/phidatahq/phidata)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

Build multi-modal Agents with memory, knowledge, tools and reasoning. Chat with them using a beautiful Agent UI.
<details>

### Website
https://github.com/phidatahq/phidata
### Description
Build multi-modal Agents with memory, knowledge, tools and reasoning. Chat with them using a beautiful Agent UI.
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[phidata phidatahq Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-phidata-phidatahq/phidata-phidatahq)
### Links
https://github.com/phidatahq/phidata<br>
https://github.com/phidatahq/phidata<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-phidata-phidatahq/phidata-phidatahq<br>

</details>



## [mem0 mem0ai](https://github.com/mem0ai/mem0)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

The Memory layer for your AI apps
<details>

### Website
https://github.com/mem0ai/mem0
### Description
The Memory layer for your AI apps
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[mem0 mem0ai Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-mem0-mem0ai/mem0-mem0ai)
### Links
https://github.com/mem0ai/mem0<br>
https://github.com/mem0ai/mem0<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-mem0-mem0ai/mem0-mem0ai<br>

</details>



## [cognee topoteretes](https://github.com/topoteretes/cognee)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

Reliable LLM Memory for AI Applications and AI Agents
<details>

### Website
https://github.com/topoteretes/cognee
### Description
Reliable LLM Memory for AI Applications and AI Agents
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[cognee topoteretes Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-cognee-topoteretes/cognee-topoteretes)
### Links
https://github.com/topoteretes/cognee<br>
https://github.com/topoteretes/cognee<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-cognee-topoteretes/cognee-topoteretes<br>

</details>



## [BaseAI LangbaseInc](https://github.com/LangbaseInc/BaseAI)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

BaseAI — The Web AI Framework. The easiest way to build serverless autonomous AI agents with memory. Start building local-first, agentic …
<details>

### Website
https://github.com/LangbaseInc/BaseAI
### Description
BaseAI — The Web AI Framework. The easiest way to build serverless autonomous AI agents with memory. Start building local-first, agentic …
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[BaseAI LangbaseInc Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-baseai-langbaseinc/baseai-langbaseinc)
### Links
https://github.com/LangbaseInc/BaseAI<br>
https://github.com/LangbaseInc/BaseAI<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-baseai-langbaseinc/baseai-langbaseinc<br>

</details>



## [Memory-Cache Mozilla-Ocho](https://github.com/Mozilla-Ocho/Memory-Cache)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

 MemoryCache is an experimental development project to turn a local desktop environment into an on-device AI agent
<details>

### Website
https://github.com/Mozilla-Ocho/Memory-Cache
### Description
 MemoryCache is an experimental development project to turn a local desktop environment into an on-device AI agent
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[Memory-Cache Mozilla-Ocho Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-memory-cache-mozilla-ocho/memory-cache-mozilla-ocho)
### Links
https://github.com/Mozilla-Ocho/Memory-Cache<br>
https://github.com/Mozilla-Ocho/Memory-Cache<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-memory-cache-mozilla-ocho/memory-cache-mozilla-ocho<br>

</details>



## [redcache-ai chisasaw](https://github.com/chisasaw/redcache-ai)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

A memory framework for Large Language Models and Agents.
<details>

### Website
https://github.com/chisasaw/redcache-ai
### Description
A memory framework for Large Language Models and Agents.
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[redcache-ai chisasaw Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-redcache-ai-chisasaw/redcache-ai-chisasaw)
### Links
https://github.com/chisasaw/redcache-ai<br>
https://github.com/chisasaw/redcache-ai<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-redcache-ai-chisasaw/redcache-ai-chisasaw<br>

</details>



## [Loyal-Elephie v2rockets](https://github.com/v2rockets/Loyal-Elephie)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

Your Trusty Memory-enabled AI Companion - Simple RAG chatbot optimized for local LLMs | 12 Languages Supported | OpenAI API Compatible
<details>

### Website
https://github.com/v2rockets/Loyal-Elephie
### Description
Your Trusty Memory-enabled AI Companion - Simple RAG chatbot optimized for local LLMs | 12 Languages Supported | OpenAI API Compatible
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[Loyal-Elephie v2rockets Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-loyal-elephie-v2rockets/loyal-elephie-v2rockets)
### Links
https://github.com/v2rockets/Loyal-Elephie<br>
https://github.com/v2rockets/Loyal-Elephie<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-loyal-elephie-v2rockets/loyal-elephie-v2rockets<br>

</details>



## [honcho plastic-labs](https://github.com/plastic-labs/honcho)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

The Identity layer for the agentic world 
<details>

### Website
https://github.com/plastic-labs/honcho
### Description
The Identity layer for the agentic world 
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[honcho plastic-labs Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-honcho-plastic-labs/honcho-plastic-labs)
### Links
https://github.com/plastic-labs/honcho<br>
https://github.com/plastic-labs/honcho<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-honcho-plastic-labs/honcho-plastic-labs<br>

</details>



## [gmail-agent olivierloverde](https://github.com/olivierloverde/gmail-agent)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

AI-based Telegram agent with memory that will help you reach inbox 0 in no time. 
<details>

### Website
https://github.com/olivierloverde/gmail-agent
### Description
AI-based Telegram agent with memory that will help you reach inbox 0 in no time. 
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[gmail-agent olivierloverde Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-gmail-agent-olivierloverde/gmail-agent-olivierloverde)
### Links
https://github.com/olivierloverde/gmail-agent<br>
https://github.com/olivierloverde/gmail-agent<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-gmail-agent-olivierloverde/gmail-agent-olivierloverde<br>

</details>



## [langbase-examples LangbaseInc](https://github.com/LangbaseInc/langbase-examples)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

Langbase open source Serverless AI agents, pipes, memory, and AI examples.
<details>

### Website
https://github.com/LangbaseInc/langbase-examples
### Description
Langbase open source Serverless AI agents, pipes, memory, and AI examples.
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[langbase-examples LangbaseInc Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-langbase-examples-langbaseinc/langbase-examples-langbaseinc)
### Links
https://github.com/LangbaseInc/langbase-examples<br>
https://github.com/LangbaseInc/langbase-examples<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-langbase-examples-langbaseinc/langbase-examples-langbaseinc<br>

</details>



## [Aetherius_AI_Assistant libraryofcelsus](https://github.com/libraryofcelsus/Aetherius_AI_Assistant)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

A completely private, locally-operated Ai Assistant/Chatbot/Sub-Agent Framework with realistic Long Term Memory and thought formation usi…
<details>

### Website
https://github.com/libraryofcelsus/Aetherius_AI_Assistant
### Description
A completely private, locally-operated Ai Assistant/Chatbot/Sub-Agent Framework with realistic Long Term Memory and thought formation usi…
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[Aetherius_AI_Assistant libraryofcelsus Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-aetherius_ai_assistant-libraryofcelsus/aetherius_ai_assistant-libraryofcelsus)
### Links
https://github.com/libraryofcelsus/Aetherius_AI_Assistant<br>
https://github.com/libraryofcelsus/Aetherius_AI_Assistant<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-aetherius_ai_assistant-libraryofcelsus/aetherius_ai_assistant-libraryofcelsus<br>

</details>



## [memora ELZAI](https://github.com/ELZAI/memora)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

A Human Memory Agent For AI
<details>

### Website
https://github.com/ELZAI/memora
### Description
A Human Memory Agent For AI
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[memora ELZAI Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-memora-elzai/memora-elzai)
### Links
https://github.com/ELZAI/memora<br>
https://github.com/ELZAI/memora<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-memora-elzai/memora-elzai<br>

</details>



## [bosquet zmedelis](https://github.com/zmedelis/bosquet)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

Tooling to build LLM applications: prompt templating and composition, agents, LLM memory, and other instruments for builders of AI applic…
<details>

### Website
https://github.com/zmedelis/bosquet
### Description
Tooling to build LLM applications: prompt templating and composition, agents, LLM memory, and other instruments for builders of AI applic…
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[bosquet zmedelis Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-bosquet-zmedelis/bosquet-zmedelis)
### Links
https://github.com/zmedelis/bosquet<br>
https://github.com/zmedelis/bosquet<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-bosquet-zmedelis/bosquet-zmedelis<br>

</details>



## [experts metaskills](https://github.com/metaskills/experts)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

Experts.js is the easiest way to create and deploy OpenAI's Assistants and link them together as Tools to create advanced Multi AI Agent …
<details>

### Website
https://github.com/metaskills/experts
### Description
Experts.js is the easiest way to create and deploy OpenAI's Assistants and link them together as Tools to create advanced Multi AI Agent …
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[experts metaskills Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-experts-metaskills/experts-metaskills)
### Links
https://github.com/metaskills/experts<br>
https://github.com/metaskills/experts<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-experts-metaskills/experts-metaskills<br>

</details>



## [ai FatduckAI](https://github.com/FatduckAI/ai)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

AI agent with social relationship managing, sophisticated memory, and character development.
<details>

### Website
https://github.com/FatduckAI/ai
### Description
AI agent with social relationship managing, sophisticated memory, and character development.
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[ai FatduckAI Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-ai-fatduckai/ai-fatduckai)
### Links
https://github.com/FatduckAI/ai<br>
https://github.com/FatduckAI/ai<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-ai-fatduckai/ai-fatduckai<br>

</details>



## [Aeiva chatsci](https://github.com/chatsci/Aeiva)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

A general AI agent framework that can be adapted to various tasks and environments.
<details>

### Website
https://github.com/chatsci/Aeiva
### Description
A general AI agent framework that can be adapted to various tasks and environments.
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[Aeiva chatsci Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-aeiva-chatsci/aeiva-chatsci)
### Links
https://github.com/chatsci/Aeiva<br>
https://github.com/chatsci/Aeiva<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-aeiva-chatsci/aeiva-chatsci<br>

</details>



## [Mycomind-Daemon-Ollama-Mixture-of-Memory-RAG-Agents severian42](https://github.com/severian42/Mycomind-Daemon-Ollama-Mixture-of-Memory-RAG-Agents)
![thumbnail_picture](https://th.bing.com/th?id=ODLS.b2099a11-ca12-45ce-bede-5df940e38a48&w=32&h=32&qlt=90&pcl=fffffc&o=6&pid=1.2)

Mycomind Daemon: A mycelium-inspired, advanced Mixture-of-Memory-RAG-Agents (MoMRA) cognitive assistant that combines multiple AI models …
<details>

### Website
https://github.com/severian42/Mycomind-Daemon-Ollama-Mixture-of-Memory-RAG-Agents
### Description
Mycomind Daemon: A mycelium-inspired, advanced Mixture-of-Memory-RAG-Agents (MoMRA) cognitive assistant that combines multiple AI models …
### Category
AI AGENT MEMORY
### Tags
AI AGENT MEMORY,AI AGENT
### Reviews
[Mycomind-Daemon-Ollama-Mixture-of-Memory-RAG-Agents severian42 Reviews Traffic and AI Agent Marketplace](http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-mycomind-daemon-ollama-mixture-of-memory-rag-agents-severian42/mycomind-daemon-ollama-mixture-of-memory-rag-agents-severian42)
### Links
https://github.com/severian42/Mycomind-Daemon-Ollama-Mixture-of-Memory-RAG-Agents<br>
https://github.com/severian42/Mycomind-Daemon-Ollama-Mixture-of-Memory-RAG-Agents<br>
http://www.deepnlp.org/store/ai-agent/ai-agent-memory/pub-mycomind-daemon-ollama-mixture-of-memory-rag-agents-severian42/mycomind-daemon-ollama-mixture-of-memory-rag-agents-severian42<br>

</details>





## Install


```
pip install 0.0.2

```

## Usage
python 

```
import ai_agent_memory
from ai_agent_memory.utils import function_to_schema

```


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