Text generation
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Making text summaries offline using a local LLM part B
AnythingLLM: An interface for LLM models to do anything
Description of the software
AnythingLLM is another interface to use LLM models that can be used to make summaries. It features many other tools that basically connect documents with this LLM interface.
It has a document processor that can be used for all kinds of documents: text files, CSVs, spreadsheets, audio files, but I think, not videos...
It also has a vector database manager. In this context, a vector database stores the mathematical meaning of documents, allowing the AI to retrieve relevant context based on concepts rather than just keywords.
Read more: Making text summaries offline using a local LLM part B - AnythingLLM
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Making summaries locally - Part #2A Texts: Introduction, Oobabooga, Ollama, OpenWebUI
Making Text Summaries Offline Using a Local LLM
While you likely know that AI models can summarize text, you might not be aware that you can run them entirely on your local computer. The easiest way is to choose an LLM that fits within your system's memory.
Note that standard LLMs are limited to text-based summaries, whereas multimodal models like MiniCPM-V can also interpret video content.
Read more: Making text summaries offline using a local LLM part A
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Making summaries locally - Part #1 Videos
Following my tests of different online chatbots for content summarization, I found it interesting to explain what is possible using only local resources (local LLM or MMLM)
You may be uncomfortable submitting personal data/ confidential files to private external servers, prefer not to upload content to a server under a different jurisdiction, or simply find it more convenient because summarization is an integral component of a larger, locally managed workflow.
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H2OGPT: Another tool to ask questions about your own documents
H2OGPT is related to the project H2OAI is a Web UI (which means web user interface) a bit like the oobagooba web ui.
In a matter of a saturday, this project went in my own ranking from "barely usable with poor result" to "pretty decent".
Read more: H2OGPT: Another tool to ask questions about your own documents but on GPU!