aishwaryanr / awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
โ8,238Updated this week
Related projects: โ
- ๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๏ฟฝโฆโ2,433Updated 3 weeks ago
- This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information rโฆโ6,100Updated this week
- Anthropic's educational coursesโ4,545Updated this week
- A list of AI autonomous agentsโ9,688Updated last month
- Implementing a ChatGPT-like LLM in PyTorch from scratch, step by stepโ26,767Updated this week
- ๐ฅHighlighting the top ML papers every week.โ9,910Updated last week
- Collection of awesome LLM apps with RAG using OpenAI, Anthropic, Gemini and opensource models.โ3,063Updated this week
- Machine Learning Engineering Open Bookโ10,986Updated this week
- Build AI Assistants with memory, knowledge and tools.โ11,145Updated this week
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.โ9,780Updated this week
- ๐ฆ ๐๐ฒ๐ฎ ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial โฆโ2,950Updated 5 months ago
- llama3 implementation one matrix multiplication at a timeโ13,085Updated 3 months ago
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.โ37,120Updated last month
- A modular graph-based Retrieval-Augmented Generation (RAG) systemโ17,179Updated this week
- SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.47% of bugs in the SWE-โฆโ13,302Updated this week
- A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.โ4,725Updated this week
- Build a Perplexity-Inspired Answer Engine Using Next.js, Groq, Llama-3, Langchain, OpenAI, Upstash, Brave & Serperโ4,542Updated 2 weeks ago
- An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.โ10,156Updated last week
- LLM101n: Let's build a Storytellerโ28,302Updated last month
- This is a repo with links to everything you'd ever want to learn about data engineeringโ10,340Updated last week
- Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AIโ13,342Updated 2 weeks ago
- Build resilient language agents as graphs.โ5,662Updated this week
- LLM Finetuning with peftโ2,058Updated 2 months ago
- A curated list of modern Generative Artificial Intelligence projects and servicesโ5,580Updated last week
- LLM based autonomous agent that does online comprehensive research on any given topicโ14,029Updated this week
- Retrieval Augmented Generation (RAG) chatbot powered by Weaviateโ6,008Updated this week
- Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.โ2,137Updated this week
- ๐ฅ Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.โ13,879Updated this week
- All things prompt engineeringโ5,349Updated 3 months ago
- DSPy: The framework for programmingโnot promptingโfoundation modelsโ16,773Updated this week