Taranjeet’s posts

- The Memory Layer for AI agents. Open Source: github.com/mem0ai/mem0

San Franciscomem0.ai

Joined June 2022

2,256 Following

13.5K Followers

Taranjeet’s posts

Pinned

Oct 29, 2025

Memory is what makes us human. It's also what makes AI truly intelligent.

has raised $24M to build the universal memory layer for AI. Thousands of teams in production. 14M downloads. 41K GitHub stars. Intelligence needs memory & we're building it for everyone. More

0:56

3 is great, but - there is no API - it forgets everything I fixed it. I reverse engineered Grok3 & created Grok API with memory support. Code open source

We’re excited to launch OpenMemory MCP, a private memory for MCP-compatible clients powered by @mem0ai Today, most AI assistants and dev tools operate without memory. You plan your roadmap in Claude, implement tasks in Cursor, but none of them know what the other did. Each tool

The media could not be played.

Replying to

Hi Allie, I am maintaining a master list of use cases that can be solved using ChatGPT and periodically refreshing it as well. You should check it out.

Here is how it looks: cookup.ai/chatgpt/usecas

Nov 12, 2023

The most efficient way to see all the awesome GPTs being created

is a site search.

Introducing the OpenMemory Chrome Extension!

Shared memory you can carry across ChatGPT, Claude, Perplexity, Grok, Gemini & more. Think universal context, synced across every AI assistant you use. It's free and opensource. Try it Now!

0:02 / 1:54

I was a Senior Product Manager at a Series C startup backed by YC, Sequoia. Here is how I would have automated my job as a product manager using ChatGPT. cookup.ai/category/produ

ChatGPT - All use cases of Product Management

Apr 30, 2025

Today, I’m excited to share our latest research on “Building production ready AI Agents with Scalable Long-Term Memory”. We’ve achieved state-of-the-art (SOTA) performance—26% more accurate than OpenAI Memory. We evaluated Mem0 on the LOCOMO benchmark and found that it

GIF

Quote

mem0

@mem0ai

Apr 30, 2025

We're excited to announce our latest advancement in building production-ready AI Agents with scalable long-term memory. Mem0 outperformed six leading baselines across diverse tasks on the LOCOMO benchmark - from single-hop and multi-hop reasoning, to temporal and open-domain

Applied to YC 7 times before finally getting in. Here’s what I learned the hard way

When I first started applying to

@ycombinator

, I treated the application like a pitch deck, trying to convince YC to invest, instead of explaining why the problem mattered. Over time (and 7

Introducing Mem0 (

) - the memory layer for LLMs and AI Agents, enabling truly personalized AI interactions. It helps in understanding your users and their preferences better - who they are, what they do, their food, location, coding, writing and other preferences.

Mem0 - The memory layer for Personalized AI

We’re hiring

The past few days have been incredible, we’ve heard from so many founders, engineers, and researchers who believe in

. It’s energizing to see how much excitement around where AI memory is headed. As we scale, we’re doubling down on building reliable

released its entire prompt logic behind the GPT builder flow. H/t

A thread of all the use cases where ChatGPT lacks and its output is not correct:

Sep 13, 2025

Two years ago, it was just my co-founder and me. I had just moved from India for the first time, and he had left his job at Tesla. Today, we’re building the future of AI memory with

. What started with just the two of us is now growing fast, and we’re looking for

Open sourcing Dynamic Graph Memory by

GitHub - taranjeet/unofficial-chatgpt-api: This repo is unofficial ChatGPT api. It is based on...

. Memory is fundamental to human reasoning, shaping how we approach tasks and make decisions. At Mem0, we believe that AI agents & apps should reflect this principle. Our Dynamic Graph Memory emulates human memory, advancing AI

What if Embeddings and LangChain had a baby?

Introducing EmbedChain: a framework to easily create LLM powered bots over any dataset.

and

Replying to

Thanks for sharing the code.

I converted your python script into an (unofficial) ChatGPT API - github.com/taranjeet/chat Have added installation and API documentation as well.

One lesson learned and implemented from

@ycombinator

S24 retreat. Andrew Miklas (

@pagerduty

) used to co-work with users to deeply understand their needs. Taking a page from his book, we

Deshraj Yadav and Zach Kamran

just had an insightful session with

@Zach_Kamran

and

@catheryn_li

. Key takeaway:

Major announcement Embedchain now supports asking questions to pdf files without an internet connection, for free and no data leaves your machine. Powered by

@nomic_ai

's gpt4all

@huggingface

's sentence transformers &

@LangChainAI

Watch the video

to learn how

Excited to launch the

Browser Extension. It’s an open-source, cross-LLM tool that lets you own your memories across ChatGPT, Claude, and

Build your personal AI study coach with real memory via

- logs every milestone on your study path - detects your weak spots & adapts in real time - nudges you to review topics periodically - understands your PDFs and notes built using

Agents SDK + Mem0

Replying to

Personalized AI that truly knows its users is the future we're all working toward. At