https://github.com/kaarthik108/snowChat
Chat snowflake - Text to SQL
agents chatgpt langchain langgraph llama snowflake snowpark streamlit supabase
Last synced: 02 Nov 2026
https://github.com/macie/boludo
Terminal UI for locally hosted large language models
cli gguf llama llm local-llm
Last synced: 02 Nov 2026
https://github.com/Mj23978/sam-assistant
🤖 Sam-assistant is a personal assistant that is designed to understand your documents, search the internet, and in future versions, create and understand images, and communicate with you. It is built in Python, mainly using Langchain and implements most of Langchain
ai chatbot chroma fastapi gpt4free langchain llama llamacpp llm milvus python
Last synced: 02 Nov 2026
https://github.com/TimeSurgeLabs/promptproxy
Call many AIs from a single API.
ai docker huggingface llama llama2 llm openai openai-api openai-api-proxy vllm
Last synced: 02 Nov 2026
https://github.com/10Nates/ollama-autocoder
A simple to use Ollama autocompletion engine with options exposed and streaming functionality
ai autocomplete copilot llama llm ollama ollama-interface vscode vscode-extension
Last synced: 02 Nov 2026
https://github.com/rozek/node-red-flow-gpt4-x-alpaca
Node-RED Flow (and web page example) for the GPT4-x-Alpaca AI model
13b alpaca at-chatbot gpt4 gpt4-x-alpaca llama node-red node-red-flow
Last synced: 03 Nov 2026
https://github.com/johnmai-dev/ChatMLX
🤖✨ChatMLX is a modern, open-source, high-performance chat application for MacOS based on large language models.
chat llama mlx mlx-swift qwen swift swift-transformers swiftui transformer transformers
Last synced: 02 Nov 2026
https://github.com/xatier/llama-gone-wild
Naughty chats with 🦙😈💦
chatbot llama streamlit streamlit-webapp
Last synced: 02 Nov 2026
https://github.com/Brickdoc-Archive/flappy
Production-Ready LLM Agent SDK for Every Developer
agent chatgpt generative-ai llama llm rewoo transformers
Last synced: 02 Nov 2026
https://github.com/aj-archipelago/cortex
Open-source AI backend control plane for model routing, agent tools, OpenAI-compatible APIs, and private workspaces.
ai ai-agent ai-workspace anthropic-compatible chatgpt claude entities gemini graphql llama llm llm-router mcp model-router multimodal openai openai-compatible rest-api router vertex-ai
Last synced: 03 Nov 2026
https://github.com/FuxiaoLiu/DocumentCLIP
[ICPRAI 2024] DocumentCLIP: Linking Figures and Main Body Text in Reflowed Documents
alignment arxiv clip clipmodel dataset deep-learning document gpt4 language llama multimodal-deep-learning multimodality vision vision-transformer wikipedia
Last synced: 02 Nov 2026
https://github.com/leodeveloper/bbc-ai-chat-bot
bbc youtube channel chat bot ai https://www.youtube.com/@BBCNews
ai bbc chatbot generative-ai groq langchain llama news python
Last synced: 02 Nov 2026
https://github.com/donderom/llm4s
Scala 3 bindings for llama.cpp 🦙
llama llm nlp scala
Last synced: 02 Nov 2026
https://github.com/KishanBagaria/OCLB
🦙 One Click Llama Button for DeviantArt.com
bookmarklet deviantart greasemonkey javascript llama tampermonkey userscript userscripts
Last synced: 02 Nov 2026
https://github.com/vllm-project/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
amd blackwell cuda deepseek deepseek-v3 gpt gpt-oss inference kimi llama llm llm-serving model-serving moe openai pytorch qwen qwen3 tpu transformer
Last synced: 02 Nov 2026
https://github.com/kyegomez/Qwen-VL
My personal implementation of the model from "Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities", they haven't released model code yet sooo...
ai artificial-intelligence attention attention-is-all-you-need gemini gpt-4 gpt4 llama ml multi-modal open-source-ai
Last synced: 02 Nov 2026
https://github.com/rishi-raj-jain/article-recommendation-system
An open-source template of article recommendation system using Upstash.
article embedding llama openai rag recommendation remix search upstash vector
Last synced: 02 Nov 2026
https://github.com/yeyupiaoling/Chinese-LLM-Chat
大语言模型微调的项目，包含了使用QLora微调ChatGLM和LLama
alpaca chatglm-6b chatgpt llama vicuna
Last synced: 02 Nov 2026
https://github.com/anandvidvat/analyst_on_demand
create a LLM with RAG framework to analyst documents on demand and provide responses in natural langauges
gradio llama llamaindex llm pypdf rag
Last synced: 02 Nov 2026
https://github.com/bdqfork/go-llama.cpp
go binding for llama.cpp, offer low level and high level api
chatgpt go gpt llama llama-cpp llamacpp
Last synced: 02 Nov 2026
https://github.com/JRC1995/ZeroPromptSearch
Implementation of an LLM prompting pipeline combined with wrappers for auto-decomposing reasoning steps and for search through the reasoning-step-space (eg. by beam search, MCTS etc.) guided by self-evaluation.
chatgpt llama llm prompt prompt-engineering reasoning tree-of-thoughts
Last synced: 02 Nov 2026
https://github.com/just-ctrlC-ctrlV/Mechanical-Assistant
Imagine a world where your mechanical tasks are streamlined and optimized by a knowledgeable and ever-learning assistant. That's the vision behind this LLM project: a powerful mechanical assistant trained on a vast dataset of mechanical data.
baai langchain llama llama-index llms python streamlit
Last synced: 02 Nov 2026
https://github.com/tbogdala/sentient_core
A terminal style user interface to chat with AI characters using llama LLMs for locally processed AI.
ai chat-application ggml llama llamacpp llm llm-inference rust terminal-ui
Last synced: 02 Nov 2026
https://github.com/Abraxas-365/open-gh-copilot
Open Version of Github copilot , you can run with OpenAi, Anthropic or Local models
ai cli copilo github-copilot llama llm openai
Last synced: 02 Nov 2026
https://github.com/Praveen76/LLMs-Interview-Prep-Guide
Welcome to the LLMs Interview Prep Guide! This GitHub repository offers a curated set of interview questions and answers tailored for Data Scientists. Enhance your understanding of Large Language Models, prepare for technical interviews, and excel in the evolving landscape of data science with a focus on LLM applications.
bert-model finetuning gpt35turbo interview-practice interview-preparation interview-questions large-language-models llama llms
Last synced: 03 Nov 2026
https://github.com/BrightBlueCheese/transformers_and_chemistry
The Role of Model Architecture and Scale in Predicting Molecular Properties: Insights from Fine-Tuning RoBERTa, BART, and LLaMA
bart cheminformatics llama predicting-molecular-properties roberta the-role-of-model-architecture-and-scale transformers
Last synced: 02 Nov 2026
https://github.com/IAAR-Shanghai/Grimoire
Grimoire is All You Need for Enhancing Large Language Models
baichuan chatgpt datasets gpt-4 grimoire icl in-context-learning llama llm phi2
Last synced: 02 Nov 2026
https://github.com/mdegans/drama_llama
Rusty inference library using various backends including llama.cpp
agentic-ai agents llamacpp messages-api qwen rust
Last synced: 02 Nov 2026
https://github.com/xyjigsaw/LLM-Pretrain-SFT
Scripts of LLM pre-training and fine-tuning (w/wo LoRA, DeepSpeed)
baichuan2 deepspeed large-language-models llama lora mistral
Last synced: 02 Nov 2026
https://github.com/Agora-Lab-AI/Atom
a suite of finetuned LLMs for atomically precise function calling 🧪
ai artificial-intelligence convolutional-neural-networks function-calling gpt-4 llama llama2 llamacpp ml multi-modal open-source rpa rpc task-automation tool-usage transformer workflow-automation
Last synced: 02 Nov 2026
https://github.com/saddam213/LLamaHub
Higher level implementations for LLamaSharp
llama llamacpp llamasharp llm
Last synced: 03 Nov 2026
https://github.com/yas-sim/micro-llama
deep-learning jupyter-notebook large-language-models llama llm python text-generation tutorial
Last synced: 03 Nov 2026
https://github.com/Riccorl/llama-trainer
Llama Trainer Utility
huggingface llama llm llm-inference llm-training llms transformer
Last synced: 02 Nov 2026
https://github.com/phonism/llm4cp
Large Language Model for Competitive Programming
competitive-programming large-language-models llama ppo rlhf
Last synced: 02 Nov 2026
https://github.com/GVanave/Langchain-Chatbot
Langchain Chatbot Project utilizes Langchain and Streamlit to develop interactive chatbots. Leveraging natural language processing, the project demonstrates two approaches: a CSV-based chatbot and a Llama pretrained model.
chatbot langchain large-language-models llama pretrained-language-model streamlit-webapp
Last synced: 02 Nov 2026
https://github.com/nrimsky/LM-exp
LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces
llama llama-2
Last synced: 03 Nov 2026
https://github.com/EISHKARAN/Research-Papers
Curated List of Research Papers
llama llms nlp rag
Last synced: 02 Nov 2026
https://github.com/ryanccn/ollama-web
Ollama web frontend.
llama llama2 llm ollama vite vue
Last synced: 03 Nov 2026
https://github.com/yas-sim/openvino-chatbot-rag-pdf
LLM Chatbot-RAG by OpenVINO. The chatbot can read a PDF file and answer to the related questions.
chatbot huggingface large-language-models llama llama2 llm neural-chat openvino pdf python rag retrieval-augmented-generation
Last synced: 02 Nov 2026
https://github.com/4AI/LS-LLaMA
A Simple but Powerful SOTA NER Model | Official Code For Label Supervised LLaMA Finetuning
conll2003 llama llama2 llms named-entity-recognition ontonotes sequence-classification token-classification
Last synced: 02 Nov 2026
https://github.com/polyfact/polyfire-chat-react-vite-ts-boilerplate
Customizable chatbot template powered by Polyfact SDK. Craft a unique Assistant experience, tailored and relevant like never before.
ai assistant chatbot claude cohere craft customizable gpt-3 gpt-4 llama openai polyfact sdk
Last synced: 02 Nov 2026
https://github.com/soulteary/docker-llama2-chat
Play LLaMA2 (official / 中文版 / INT4 / llama2.cpp) Together! ONLY 3 STEPS! ( non GPU / 5GB vRAM / 8~14GB vRAM)
llama llama2 llama2-docker llama2-playground llm
Last synced: 03 Nov 2026
https://github.com/siraben/llama-bot
Discord bot for interacting with the LLaMA language model
discord-bot llama llm
Last synced: 02 Nov 2026
https://github.com/hwpoison/llamacpp-terminal-chat
A lightweight chat terminal-interface for llama.cpp server written in C++ with many features and windows/linux support.
chat llama llama-server llamacpp mistral-7b roleplay teminal-application
Last synced: 02 Nov 2026
https://github.com/snekkenull/public-ollama-apis
A collective list of free and public Ollama APIs
api llama ollama ollama-api
Last synced: 03 Nov 2026
https://github.com/jadehamel/SuperSimpleChatgptAgent
A one page html document with all the code you need to customize your own ChatGPT agent
agent agents ai chatgpt llama
Last synced: 02 Nov 2026
https://github.com/robjsliwa/llama-agent
Fun project to run your own LLM chat bot using llama.cpp
agents ai langchain langchain-python llama llama-cpp llamacpp llm
Last synced: 03 Nov 2026
https://github.com/mpashkovskiy/ru-rag
RAG pipeline implementation example for the Russian language
langchain llama llm
Last synced: 02 Nov 2026
https://github.com/philogicae/ai-notebooks-colab
Useful colab notebooks to try out Stable Diffusion, LLM, etc.
alpaca automatic1111 camenduru chatgpt colab-notebook controlnet gpt4 llama modelscope stable-diffusion webui
Last synced: 02 Nov 2026
https://github.com/AkiRusProd/llm-agent
LLM using long-term memory through vector database
chromadb gpt gpt4all intent-classification large-language-models llama llm machine-learning nlp rag
Last synced: 02 Nov 2026
https://github.com/yunkai1841/recipe-generation
NLP Text generation task. Generate recipe by fine tuned LLaMA model.
fine-tuning llama llm nlp
Last synced: 02 Nov 2026
https://github.com/shibing624/textgen
TextGen: Implementation of Text Generation models, include LLaMA, BLOOM, GPT2, BART, T5, SongNet and so on. 文本生成模型，实现了包括LLaMA，ChatGLM，BLOOM，GPT2，Seq2Seq，BART，T5，UDA等模型的训练和预测，开箱即用。
bart bert chatglm chatgpt gpt2 llama seq2seq t5 text-generation textgen xlnet
Last synced: 02 Nov 2026
https://github.com/AJlearner46/CodeSurrma
Analysis & chat with Github Codebase
chatwithcode codeanalysis codeanalyzer codebase-visualization llama llm
Last synced: 02 Nov 2026
https://github.com/mvrilo/goprivategpt
privategpt implemented with Go
go golang gpt llama llm privategpt sqlite weaviate
Last synced: 02 Nov 2026
https://github.com/rtx56/rtx56
audio blooket disassembler fractals geolocation intranet llama location mfcc nfc podcast qt spotlight telnet vuejs
Last synced: 03 Nov 2026
https://github.com/ouvaa/ouvaa.github.io
A.I. Human Universal Language for the Masses
ai artificial-intelligence language language-learning llama llm
Last synced: 02 Nov 2026
https://github.com/michaelnny/QLoRA-LLM
A simple custom QLoRA implementation for fine-tuning a language model (LLM) with basic tools such as PyTorch and Bitsandbytes, completely decoupled from Hugging Face.
4bit-quantize custom-model fine-tuning llama llm qlora
Last synced: 03 Nov 2026
https://github.com/BenHerbst/Dalaix
Easy installer for Dalai: LLaMA on your local machine
alpaca bootstrap bootstrap5 chatgpt css dalai dalai-lama dalaix desktop-app desktop-application electron help help-wanted html javascript llama vue
Last synced: 02 Nov 2026
https://github.com/explosion/curated-transformers
🤖 A PyTorch library of curated Transformer models and their composable components
albert bert camembert dolly2 falcon gptneox llama llm llms nlp pytorch roberta transformer transformers xlm-roberta
Last synced: 02 Nov 2026
https://github.com/OFA-Sys/ExpertLLaMA
An opensource ChatBot built with ExpertPrompting which achieves 96% of ChatGPT's capability.
alignment alpaca chatgpt llama vicuna
Last synced: 02 Nov 2026
https://github.com/Subconscious-ai/sublime
🧠Behavior Change as a Service🌞
anthropic behavior-analysis cohere discrete-event-simulation gpt-4 llama simluation simulation
Last synced: 02 Nov 2026
https://github.com/tukangcode/LocalLLaMA-tracker
Reddit sub LocalLLaMA Manual Tracker for Module Release on sub
awesome-list llama machine-learning
Last synced: 02 Nov 2026
https://github.com/dasdristanta13/LLM-Lora-PEFT_accumulate
LLM-Lora-PEFT_accumulate explores optimizations for Large Language Models (LLMs) using PEFT, LORA, and QLORA. Contribute experiments and implementations to enhance LLM efficiency. Join discussions and push the boundaries of LLM optimization. Let's make LLMs more efficient together!
alpaca bitsandbytes falcon int8 llama llm lora peft qlora
Last synced: 02 Nov 2026
https://github.com/rbourgeat/refacto
Refactor your code with local LLM in VSCode
code llama llamacpp llm plugin vscode
Last synced: 02 Nov 2026
https://github.com/ChuloAI/BrainChulo
Harnessing the Memory Power of the Camelids
chromadb fastapi langchain llama llm microsoft-guidance python retrieval-augmented sqlmodel vector-store
Last synced: 02 Nov 2026
https://github.com/pew/cloudflare-workers-openai-mock
cloudflare cloudflare-ai cloudflare-workers llama openai workers-ai
Last synced: 02 Nov 2026
https://github.com/makllama/makllama
MaK(Mac+Kubernetes)llama - Running and orchestrating large language models (LLMs) on Kubernetes with macOS nodes.
ai apple-silicon containerd go inference kubernetes llama llm llms
Last synced: 02 Nov 2026
https://github.com/iakashpaul/Ghudsavar
Ghudsavar (Horse rider) - Is a quick llama.cpp server for CPU only runtimes
gemma gemma-2b ggml gguf google huggingface llama llamacpp server
Last synced: 03 Nov 2026
https://github.com/samsze0/chatbot
A chatbot web application intended for private use
chatbot llama nextjs openai
Last synced: 02 Nov 2026
https://github.com/avatsaev/av-local-llm-api
Allows to easily run local REST API with a custom LLM, running locally or remotely, with user defined system instructions. Useful for quick local autmations that require problem solving with large langague models and interaction via a REST API.
fastapi llama llamacpp llm machine-learning mistral openai transformers
Last synced: 02 Nov 2026
https://github.com/mudler/LocalAI
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
agents ai api audio-generation decentralized distributed image-generation libp2p llama llm mamba mcp musicgen object-detection rerank stable-diffusion text-generation tts
Last synced: 02 Nov 2026
https://github.com/smellslikeml/dolla_llama
Never forget the resource that helps to close that sales call! Power a real-time speech-to-text agent with retrieval augmented generation based on webscraped customer use-cases.
agent copilot llama llms rag stt
Last synced: 02 Nov 2026
https://github.com/lathashree01/LlamaClinicalRE
Llama based clinical RE framework
clinical-nlp deep-learning healthcare large-language-models llama llama2 nlp
Last synced: 03 Nov 2026
https://github.com/ddh0/easy-llama
Python package wrapping llama.cpp for on-device LLM inference
llama llamacpp llm llms text-generation
Last synced: 02 Nov 2026
https://github.com/FouadAssani/GopherNoMoreDev
In Go's realm, where Restful APIs flow, A subtle dance of code, unseen yet bright. Whispers of a mind, in shadows glow, Crafting bridges in the digital night. With a wink and a smile, the coders weave, A hidden jest in every line they pen. In this ballet of bytes, they dare to believe, In unseen hands guiding them now and then.
api generator go llama llm local ollama open-source openapi rest
Last synced: 03 Nov 2026
https://github.com/poteminr/instruct-ner
Instruct LLMs for flat and nested NER. Fine-tuning Llama and Mistral models for instruction named entity recognition. (Instruction NER)
alpaca flat-ner llama llama2 llamacpp lora mistral-7b named-entity-recognition ner
Last synced: 02 Nov 2026
https://github.com/datawhalechina/llms-from-scratch-cn
仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6， 深入理解大模型原理
glm llama llm llms-from-scratch rwkv
Last synced: 02 Nov 2026
https://github.com/BobaZooba/shurale
Conversation AI model for open domain dialogs
bitsandbytes cerebras chatgpt deep-learning deep-neural-networks gpt gpt-4 gptq large-language-models llama llama2 llm mistral natural-language-processing nlp openai pytorch torch transformers vicuna
Last synced: 02 Nov 2026
https://github.com/MajidRajabiVardanjani/haji-api
Haji API | وب سرویس حاجی
ai anime emi free-gpt gpt gpt3 gpt4 lexica llama pixart stable-diffusion
Last synced: 02 Nov 2026
https://github.com/swainshashwat/Flock
Craft custom Language Model Models (LLMs) effortlessly using Flock. Build LLMs for specific domains like a pro, supported by wizardlm, bloom, falcon, and llama. Extract insights from text and images seamlessly. Powered by Python, pdfMiner, langChain, and streamLit. Unlock domain-specific intelligence with Flock! 🚀
bloom configuration data-extraction data-science deep-learning domain-specific-models falcon image-analysis language-model llama llm machine-learning natural-language-processing pdf-miner pipeline text-mining text-processing wizardlm
Last synced: 02 Nov 2026
https://github.com/alxc75/docuchat
DocuChat is a locally-hosted application to summarize and chat with your documents. Use the OpenAI API or run models locally for 100% free usage. You can even query multiple documents thanks to SOTA RAG integrations.
chroma document-management generative-ai knowledge-management llama llm local mistral nlp ollama openai python rag retrieval-augmented-generation streamlit
Last synced: 02 Nov 2026
https://github.com/artitw/text2text
Text2Text Language Modeling Toolkit
chatbot chatgpt cross-lingual embeddings information-retrieval levenshtein-distance llama llm multi-lingual nlp question-generation rag search tf-idf tokenizer transformers translator
Last synced: 02 Nov 2026
https://github.com/titanml/takeoff-community
TitanML Takeoff Server is an optimization, compression and deployment platform that makes state of the art machine learning models accessible to everyone.
deployment llama llm python quantization
Last synced: 02 Nov 2026
https://github.com/e-lab/SyntaxShaper
Powering Agent Chains by Constraining LLM Outputs
agent ai ai-eng llama llama-cpp llm llm-agent
Last synced: 02 Nov 2026
https://github.com/josStorer/llama.cpp-unicode-windows
llama.cpp with unicode (windows) support
chatgpt llama windows
Last synced: 03 Nov 2026
https://github.com/Strvm/meta-ai-api
Llama 3 API 70B & 405B (MetaAI Reverse Engineered)
405b 70b ai api llama llama2 llama3 meta
Last synced: 02 Nov 2026
https://github.com/hyperonym/basaran
Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-based text generation models.
generative gpt huggingface language-model llama llm model natural-language-processing nlp openai-api python text-generation transformers
Last synced: 02 Nov 2026
https://github.com/phronmophobic/llama.clj
Run LLMs locally. A clojure wrapper for llama.cpp.
clojure llama llama-cpp llm
Last synced: 02 Nov 2026
https://github.com/lee-b/kobold_assistant
Like ChatGPT's voice conversations with an AI, but entirely offline/private/trade-secret-friendly, using local AI models such as LLama 2 and Whisper
ai-assistant ai-assistants android desktop koboldai koboldcpp linux llama llm local-ai mobile oobabooga speech-to-text text-generation-webui text-to-speech voice-assistant voice-recognition
Last synced: 02 Nov 2026
https://github.com/vmouchakis/brainaic
BrainAIc is an easy to use chatbot. In only a couple of lines of code, you can get answers based on your documents.
chatbot deep-learning large-language-models llama python
Last synced: 02 Nov 2026
https://github.com/sskaje/apple-silicon-ai-notes
apple-silicon fastchat langchain llama llm mlx
Last synced: 02 Nov 2026
https://github.com/Oscar-Mesa/Pofi-Assistant
Este es mi primer proyecto relacionado con modelos de lenguaje, el objetivo es crear un asistente capaz de realizar búsquedas, manipular archivos y tener conversaciones simples
llama llamacpp llm-inference python tkinter
Last synced: 02 Nov 2026
https://github.com/NLPForUA/UA-LLM
The entry point for adapting, training, evaluating, and leveraging various Large Language Models (LLMs) for a wide range of Ukrainian NLP tasks.
benchmark data-annotation evaluation gpt language-model large-language-models llama llm mistral natural-language-processing natural-language-understanding nlp question-answering transformer ukraine ukrainian-language zero-shot-learning
Last synced: 02 Nov 2026
https://github.com/nuhmanpk/Awesome-open-LLM
Awesome-Open-LLM : a curated list of open-source Large Language Models (LLMs)
alpaca awesome awesome-list bert bert-model gpt gpt-3 huggingface-transformers llama llm llm-chain llms models open-llm openai vicuna wizard
Last synced: 02 Nov 2026
https://github.com/Psyiantist/LaceDL
This repo is for downloading the Lace App
llama llm llm-training
Last synced: 02 Nov 2026
https://github.com/knagrecha/saturn
Saturn accelerates the training of large-scale deep learning models with a novel joint optimization approach.
ai ai-systems deep-learning distributed-systems distributed-training gpt gpu gpu-computing joint-optimization large-language-models large-model llama llama2 llmops mlops pytorch query-optimization systems-for-machine-learning training
Last synced: 02 Nov 2026
https://github.com/hscspring/llama.np
Inference Llama/Llama2/Llama3 Modes in NumPy
llama llama2 llm llm-inference numpy
Last synced: 03 Nov 2026
https://github.com/zjunlp/Mol-Instructions
[ICLR 2024] Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
ai-for-science biomedical dataset datasets generation iclr2024 instruction instruction-following instructions large-language-models llama mol-instruction molecule natural-language-processing protein resource science
Last synced: 02 Nov 2026
