cognee/README.md
2023-08-26 17:28:10 +02:00

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# PromethAI-Memory
Memory management for the AI Applications and AI Agents
![Infographic Image](https://github.com/topoteretes/PromethAI-Memory/blob/main/infographic_final.png)
## The Motivation
Browsing the database of theresanaiforthat.com, we can observe around [7000 new, mostly semi-finished projects](https://theresanaiforthat.com/) in the field of applied AI, whose development is fueled by new improvements in foundation models and open-source community contributions.
It seems it has never been easier to create a startup, build an app, and go to market… and fail.
AI apps currently being pushed out still mostly feel and perform like demos.
To address this issue, [dlthub](https://dlthub.com/) and [prometh.ai](http://prometh.ai/) will collaborate on a productionizing a common use-case, progressing step by step. We will utilize the LLMs, frameworks, and services, refining the code until we attain a clearer understanding of what a modern LLM architecture stack might entail.
### Read more on our blog post [prometh.ai](http://prometh.ai/promethai-memory-blog-post-one)
# PromethAI-Memory Repo Structure
The repository contains a set of folders that represent the steps in the evolution of the modern data stack from POC to production
- Level 1 - CMD script to process PDFs
- Level 2 - Memory Manager implemented in Python