khoj
obsidian-smart-connections
khoj | obsidian-smart-connections | |
---|---|---|
50 | 25 | |
4,858 | 1,875 | |
2.8% | - | |
9.9 | 9.7 | |
about 18 hours ago | 2 days ago | |
Python | JavaScript | |
GNU Affero General Public License v3.0 | GNU General Public License v3.0 only |
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khoj
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Show HN: I made an app to use local AI as daily driver
There are already several RAG chat open source solutions available. Two that immediately come to mind are:
Danswer
https://github.com/danswer-ai/danswer
Khoj
https://github.com/khoj-ai/khoj
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Ask HN: How do I train a custom LLM/ChatGPT on my own documents in Dec 2023?
I'm a fan of Khoj. Been using it for months. https://github.com/khoj-ai/khoj
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You probably donβt need to fine-tune LLMs
https://github.com/khoj-ai/khoj
This is the easiest I found, on here too.
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Show HN: Khoj β Chat Offline with Your Second Brain Using Llama 2
Thanks for the feedback. Does your machine have a GPU? 32GB CPU RAM should be enough but GPU speeds up response time.
We have fixes for the seg fault[1] and improvement to the query speed[2] that should be released by end of day today[3].
Update khoj to version 0.10.1 with pip install --upgrade khoj-assistant to see if that improves your experience.
The number of documents/pages/entries doesn't scale memory utilization as quickly and doesn't affect the search, chat response time as much
[1]: The seg fault would occur when folks sent multiple chat queries at the same time. A lock and some UX improvements fixed that
[2]: The query time improvements are done by increasing batch size, to trade-off increased memory utilization for more speed
[3]: The relevant pull request for reference: https://github.com/khoj-ai/khoj/pull/393
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A Review: Using Llama 2 to Chat with Notes on Consumer Hardware
We recently integrated Llama 2 into Khoj. I wanted to share a short real-world evaluation of using Llama 2 for the chat with docs use-cases and hear which models have worked best for you all. The standard benchmarks (ARC, HellaSwag, MMLU etc.) are not tuned for evaluating this
- FLaNK Stack Weekly for 17 July 2023
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An open source AI search + chat assistant for your Notion workspace
Self-host your Notion assistant using the instructions here. You'll need Python >= 3.8 to get started.
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When will we get JARVIS?
Here's an early example: https://github.com/khoj-ai/khoj
obsidian-smart-connections
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Ask HN: How are you currently using AI (personally or professionally)?
For my personal notes, I use Smart Connections[1] with Obsidian. I am considering devising my own solution using LlamaIndex[2] in the near future.
For coding, I use Copilot[3]. While it's been great for writing boilerplate code, it falls short in every other regard. I also had the opportunity to try the new version of Copilot as well, but it feels like a glorified ChatGPT inside VSCode.
For everything else, I use a tiny tool I made[4] which enables me to invoke my own prompts in basically any application that allows me to select text.
[1] https://github.com/brianpetro/obsidian-smart-connections
[2] https://gpt-index.readthedocs.io/en/latest/getting_started/s...
[3] https://github.com/features/copilot
[4] https://github.com/overflowy/chat-key
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There's a new ChatGPT plugin to connect to Obsidian.
Adding options to us local LLM's like GPT4all, or alpaca #141
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Obsidian-Copilot: A Prototype Assistant for Writing and Thinking
Smart Connections allows you to search using embeddings[1].
[1] https://github.com/brianpetro/obsidian-smart-connections
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ADHD bros tell me the truth, I am falling in love with this app, but I wonder, is it good for me or am I signing off the rest of my remaining free time?
There is actually a plugin that leverages AI to do it. I haven't used it yet plus there might also be a concern over giving a third party AI access to your notes but if you are interested here is the link. https://github.com/brianpetro/obsidian-smart-connections
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Using ChatGPT to generate note aliases
The "smart connection" plugin is ideal for your search needs. This plugin allows you to search using semantics rather than keywords, just like Google. https://github.com/brianpetro/obsidian-smart-connections
- GitHub - brianpetro/obsidian-smart-connections: Chat with your note...GitHub - brianpetro/obsidian-smart-connections: Chat with your note...
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Can I buy an AI?
Here is the Obsidian plugin I was referring to: https://github.com/brianpetro/obsidian-smart-connections
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Smart Connections: real world price?
I am very attracted to the Smart Connections plugin, which would implement Obsidian with the only real feature I envy other centralized PKMs (such as Mem X): that of finding and connecting to similar notes. The point is this: the price (paid after each use) due to Open AI for using the GPT engine.
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How would you ask GPT to analyze your entire project?
I'm using Obsidian with the Smart Connections plugin. I then used chatGPT (4) to write a python script that chatGPT summarized this way:
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[P] Chat With Any GitHub Repo - Code Understanding with @LangChainAI & @activeloopai
Smart Connections
What are some alternatives?
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.
obsidian-copilot - π€ A prototype assistant for writing and thinking
qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
logseq-plugin-gpt3-openai - A plugin for GPT-3 AI assisted note taking in Logseq
llama-cpp-python - Python bindings for llama.cpp
chatgpt-md - A (nearly) seamless integration of ChatGPT into Obsidian.
obsidian-ava - Quickly format your notes with ChatGPT in Obsidian
obsidian-textgenerator-plugin - Text generator is a handy plugin for Obsidian that helps you generate text content using GPT-3 (OpenAI).
danswer - Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.
chat-key - Supercharge your productivity with ChatGPT and AutoHotkey π