21 Lessons, Get Started Building with Generative AI
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Updated
Nov 12, 2026 - Jupyter Notebook
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21 Lessons, Get Started Building with Generative AI
ai azure transformers openai gpt language-model semantic-search dall-e prompt-engineering llms generative-ai generativeai chatgpt microsoft-for-beginners
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
python machine-learning natural-language-processing ai deep-learning tokenizer transformers pytorch artificial-intelligence gpt language-model attention-mechanism from-scratch finetuning pretraining large-language-models llm generative-ai instruction-tuning
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
agent deep-learning openai language-model agents ai-agents rag prompt-engineering llms generative-ai chatgpt
The official gpt4free repository | various collection of powerful language models | opus 4.6 gpt 5.3 kimi 2.5 deepseek v3.2 gemini 3
chatbot reverse-engineering openai chatbots gpt language-model openai-api gpt-4 gpt4 chatgpt chatgpt-api openai-chatgpt chatgpt-free chatgpt-4 chatgpt4 gpt4-api deepseek gpt-4o deepseek-api deepseek-r1
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
Code and documentation to train Stanford's Alpaca models, and generate the data.
📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.
nodejs javascript typescript ai mcp chatbot artificial-intelligence gemini openai developer-tools llama gpt language-model claude llm generative-ai chatgpt anthropic genai deepseek
The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents
react javascript typescript vue nextjs svelte artificial-intelligence gemini openai language-model vercel llm generative-ai anthropic generative-ui
Universal LLM Deployment Engine with ML Compilation
High-performance In-browser LLM Inference Engine
Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.
react python search machine-learning natural-language-processing information-retrieval ai transformers pytorch language-model agents semantic-search hacktoberfest rag hacktoberfest-swag llm hacktoberfest2026 chatgpt agent-builder docsgpt
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
deep-learning transformers pytorch transformer lstm rnn gpt language-model attention-mechanism gpt-2 gpt-3 linear-attention rwkv chatgpt
A framework for few-shot evaluation of language models.
An open source implementation of CLIP.
computer-vision deep-learning pytorch pretrained-models language-model contrastive-loss multi-modal-learning zero-shot-classification
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
Build voice agents with open-source models
python machine-learning ai speech speech-synthesis assistant speech-to-text language-model speech-translation
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
python search nlp search-engine information-retrieval ai transformers embeddings language-model agents semantic-search ai-agents sentence-embeddings rag vector-search vector-database txtai large-language-models llm retrieval-augmented-generation
A PyTorch-based Speech Toolkit
audio deep-learning transformers pytorch voice-recognition speech-recognition speech-to-text language-model speaker-recognition speaker-verification speech-processing audio-processing asr speaker-diarization speechrecognition speech-separation speech-enhancement spoken-language-understanding huggingface speech-toolkit
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
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