AutoRAG
SoM
AutoRAG | SoM | |
---|---|---|
3 | 3 | |
618 | 957 | |
45.6% | 9.6% | |
9.8 | 9.2 | |
5 days ago | 15 days ago | |
Python | Python | |
Apache License 2.0 | MIT License |
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AutoRAG
- AutoRAG – AutoML Tool for RAG
- Show HN: AutoRAG – AutoML tool for RAG. Find an optimal RAG pipeline
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Ask HN: What have you built with LLMs?
AutoRAG : https://github.com/Marker-Inc-Korea/AutoRAG
Since it is python library, we deploy it to pypi. But for using it on my own, I am using H100 linux server on the torch docker & CUDA.
SoM
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Ask HN: What have you built with LLMs?
At https://openadapt.ai/ we are using LLMs to automate repetitive tasks in GUI interfaces. Think robotic process automation, but via learning from demonstration rather than no-code scripting.
The stack is mostly python running locally, and calling the OpenAI API (although we have plans to support offline models).
For better visual understanding, we use a custom fork of Set-of-Mark prompting (https://github.com/microsoft/SoM) deployed to EC2 (see https://github.com/OpenAdaptAI/SoM/pull/3).
- Set-of-Mark Visual Prompting for GPT-4V
- Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4Vision
What are some alternatives?
flask-socketio-llm-completions - Chatroom app where messages are sent to GPT, Claude, Mistral, Together, Groq AI and streamed to the frontend.
gpt_jailbreak_status - This is a repository that aims to provide updates on the status of jailbreaking the OpenAI GPT language model.
CX_DB8 - a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)
data-analytics - Welcome to the Data-Analytics repository