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PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.
Examples and guides for using the OpenAI API
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
[ECCV 2024] Official PyTorch implementation code for realizing the technical part of Mixture of All Intelligence (MoAI) to improve performance of numerous zero-shot vision language tasks.
Solar Prompt Cookbook
Everything you need to know to build your own RAG application
๐๐ ๊ฐ๋ฐ์ {์จ๋น๋, ์ปจํผ๋ฐ์ค, ํด์ปคํค} ํ์ฌ๋ฅผ ์๋ ค๋๋ฆฝ๋๋ค. [with ๋จ์ก๋ฆฌ ์ผ๋ฒ์ง]
Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)
๐ Guides, papers, lecture, notebooks and resources for prompt engineering
Build resilient language agents as graphs.
Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.
A programming framework for agentic AI ๐ค PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour
Overview and tutorial of the LangChain Library
LangChain ์ ๋ ์ฝ๊ฒ ๊ตฌํํ๊ธฐ ์ํ ์ ํธ ํจ์, ํด๋์ค๋ฅผ ๋ง๋ค์ด์ ํจํค์ง๋ก ๋ฐฐํฌํ์์ต๋๋ค.
The official Python library for the Google Gemini API
ChatGPT Jailbreaks, GPT Assistants Prompt Leaks, GPTs Prompt Injection, LLM Prompt Security, Super Prompts, Prompt Hack, Prompt Security, Ai Prompt Engineering, Adversarial Machine Learning.
Anthropic's Interactive Prompt Engineering Tutorial
Open-source vector similarity search for Postgres
the AI-native open-source embedding database
A complement to pgvector for high performance, cost efficient vector search on large workloads.
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use thโฆ
Benchmarks of approximate nearest neighbor libraries in Python
VectorDBBench is a benchmark designed to compare the performance and cost-effectiveness of popular vector databases.
MiniCPM-V 2.6: A GPT-4V Level MLLM for Single Image, Multi Image and Video on Your Phone
GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.