# Help me get started with HF **URL:** \ **Category:** Beginners\ **Created:** [February 14, 2025, 4:42pm UTC](https://discuss.huggingface.co/t/help-me-get-started-with-hf/140884 "2025-02-14T16:42:40Z")\ **Posts on this page:** 1\ **Showing post:** 2
**Author:** ![John6666](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/john6666/32/27664_2.png) [@John6666](https://discuss.huggingface.co/u/John6666)\ **Post date:** [February 14, 2025, 5:36pm UTC](https://discuss.huggingface.co/t/help-me-get-started-with-hf/140884/2 "2025-02-14T17:36:47Z")
I’ll answer the questions in order, starting with the easiest ones. Also, if the questions are this complicated, I think it would be more efficient to ask them on HF Discord…😅 > **QUESTION: Which database should I use, to work on HF free tire?** There seem to be various things that can be used. Also, it seems that there are various approaches being taken to long-term memory for LLM. I’m not very familiar with it… > **[OpenSearch Vector Database with Hugging Face for Enhanced Search Capabilities](https://medium.com/@visrow/opensearch-vector-database-with-hugging-face-for-enhanced-search-capabilities-2686d054ff43)** > > In this article, I will explore how to deploy OpenSearch as Vector Database on Hugging Face Spaces and integrate it with Hugging Face’s… > **[Paper page - Evaluating Very Long-Term Conversational Memory of LLM Agents](https://huggingface.co/papers/2402.17753)** > > Join the discussion on this paper page > **QUESTION: Is there a specific Storage Strategy I need to follow?** As for the strategy for saving data, or rather the place to save it, I recommend using a data set repository. > [@Persistent storage who can access?](https://discuss.huggingface.co/t/persistent-storage-who-can-access/108027/3): > > Yes i mean paid service ( Persistent Storage ), how can i ask HF representative Thank you > **[Storage limits](https://huggingface.co/docs/hub/storage-limits)** > > We’re on a journey to advance and democratize artificial intelligence through open source and open science. --- _[View the full topic](https://discuss.huggingface.co/t/help-me-get-started-with-hf/140884)._