Nuggt
semantra
Nuggt | semantra | |
---|---|---|
10 | 17 | |
337 | 2,287 | |
0.3% | - | |
8.0 | 4.9 | |
7 months ago | 7 days ago | |
Python | Python | |
Creative Commons Zero v1.0 Universal | MIT License |
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Nuggt
- What's the closest thing we have to GPT4's code interpreter right now?
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My experience on starting with fine tuning LLMs with custom data
Yes, there is a lot of potential. You can check this project for agents: https://github.com/Nuggt-dev/Nuggt/ . Currently I only have "simple" projects: mostly 0-shots LLMs to get some responses. Agents are not yet mature enough to be integrated in production environments.
- Show HN: An Autonomous Agent That Runs on Open Source Local LLMs
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[P] Nuggt: A LLM Agent that runs on Wizcoder-15B (4-bit Quantised). It's time to democratise LLM Agents
Check out the Github Repository
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OpenAI: We are disabling the Browse plugin
Things are changing every day. Take a look here: https://github.com/Nuggt-dev/Nuggt This is AutoGPT equivalent using a self hosted model. See what it can do.
- “Autonomous Agents” or “Directed Agents”? What Are the Pros and Cons?
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15-Jun-2023
Automate any task with a single AI Command (https://github.com/Nuggt-dev/Nuggt)
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Github Project: Automate any task with a single AI Command.
Demo Video: https://github-production-user-asset-6210df.s3.amazonaws.com/52075633/244840595-00e7c82c-61fe-4f04-b589-d65b97f441ff.mp4 🔎 Call for Feedback: We invite the community to try out Nuggt and provide valuable feedback. Let us know your thoughts, suggestions, and any improvements you'd like to see. Your feedback will help us shape the future of Nuggt and make it even better. 🔗 Find Nuggt on GitHub (We are looking for collaborators): https://github.com/Nuggt-dev/Nuggt 🌟 Join the Nuggt Discord Server: https://discord.gg/gzdCDM84 💡 Follow our 30 Days 30 Tasks with Nuggt challenge on Twitter: https://twitter.com/OfficialNuggt PS: While our current implementation leverages the power of GPT-3.5, we recognise the need for cost-effective solutions without compromising functionality. Our ongoing efforts involve exploring and harnessing the potential of smaller models like Vicuna 13B, ensuring that task automation remains accessible to a wider audience.
🔗 Find Nuggt on GitHub (We are looking for collaborators): https://github.com/Nuggt-dev/Nuggt
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[P] Automate any task with a single AI command (Open Source)
🌟 Join the Nuggt Community: Get involved, contribute, and join the discussions on our GitHub repository. We're building a vibrant community, and we'd love to have you on board!
semantra
- Semantra: Multi-Tool for Semantic Search
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Show HN: SeaGOAT – local, “AI-based” grep for semantic code search
Semantra! Shared it yesterday on HN https://github.com/freedmand/semantra
- Show HN: Semantra – local, private semantic search engine for your files
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Serverless Semantic Search, Free tier only
[2] https://github.com/freedmand/semantra (author of this tool)
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My experience on starting with fine tuning LLMs with custom data
Yep, same. This works decently well: https://github.com/freedmand/semantra
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Document digest & oobabooga
I've been wondering how long it'd take this project to add support for something like Semantra so I'm glad you're into it.
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Instruct-guided novel writing using WizardLM-30B-Uncensored (with SillyTavern)
It's kind of like a more more applicable version of Semantra for content generation.
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ScholarTurbo: Use ChatGPT to chat with PDFs (supports GPT-4)
That's a big part of the reason I built the open source tool Semantra[1]. I only really trust the semantic search part of this problem as it is constrained by context, so I tried to make the user experience good on top of simpler semantic search without any chatbot capabilities.
[1] https://github.com/freedmand/semantra
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Best model to act as info hub for preppers?
My dream assistant would be one that can search through these offline files and bring back relevant information. I think the closest we have to this is the Semantra project.
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VRAM limitations
Here, I'll be very blunt: I don't see any of these "The quick brown WizardLM jumps over the lazy Vicuna (Matata)" etc exciting much more people than just the member count of this subreddit any more than the already practically usable (and runs on even the low end iGPUs) kinda tools like Semantra.
What are some alternatives?
h2ogpt - Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/
SeaGOAT - local-first semantic code search engine
simple-proxy-for-tavern
uniteai - Your AI Stack in Your Editor
lit-gpt - Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed. [Moved to: https://github.com/Lightning-AI/litgpt]
terraform-aws-lambd
llama_index - LlamaIndex is a data framework for your LLM applications
GPTQ-for-LLaMa - 4 bits quantization of LLaMa using GPTQ
instructor-embedding - [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
chatdocs - Chat with your documents offline using AI.
gpt-code-ui - An open source implementation of OpenAI's ChatGPT Code interpreter
SillyTavern - LLM Frontend for Power Users. [Moved to: https://github.com/SillyTavern/SillyTavern]