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bentoml /OpenLLM

Star11.6k

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

llama mistral fine-tuning mlops bentoml vicuna llm model-inference llmops llm-serving llm-inference open-source-llm llama2 openllm llm-ops llama3-1 llama3-2 llama3-2-vision

UpdatedJul 14, 2025
Python

shashankdeshpande /langchain-chatbot

Star252

Examples of chatbot implementations with Langchain and Streamlit

chatbot rag streamlit openai-api chatgpt langchain llama3 gpt4o-mini llama3-2

UpdatedApr 14, 2025
Python

The GroqCloud API wrapper for Delphi provides access to models from Meta, OpenAI, MistralAI and Google on Groq’s LPUs, offering chat, text generation, image analysis, audio transcription, JSON output, tool integration, and content moderation capabilities.

delphi vision api-wrapper llama gpt vision-api lpu groq audio-transcription groq-ai groq-api llama3-1 llama3-2 image-prompting

UpdatedMay 7, 2025
Pascal

TheHandsomeDev /evolveRL

Star18

Empower Truly Autonomous AI Agents through our Experimental Adversarial and Evolutionary Reinforcement Learning Framework. Join our Community:https://t.me/evolveRL_portal

python machine-learning reinforcement-learning ai transformers artificial-intelligence swarms attention-mechanism agents reinforcement-learning-agent huggingface gpt4 prompt-learning prompt-engineering chatgpt llama3 gpt4o llama3-2

UpdatedJan 19, 2025
Python

GURPREETKAURJETHRA /RAG-Based-LLM-Chatbot

Star11

RAG Based LLM Chatbot Built using Open Source Stack (Llama 3.2 Model, BGE Embeddings, and Qdrant running locally within a Docker Container)

aichatbot rag streamlit qdrant large-language-models llms generative-ai llama3 llama3-2

UpdatedJan 9, 2025
Python

zer0int /ComfyUI-LLama3-Layer-Shuffle-Prompting

Star10

Shuffle LLama-3.2 layers and have it prompt an image. Node works with any model - Flux, SD3, SDXL...

flux research experimental layer shuffle instruct sd3 llm prompting comfyui sdxl llama3 llama3-2 comfyu-nodes

UpdatedDec 28, 2024
Python

kingabzpro /easy-local-ai

Star6

Run Ollama (Llama3.2), Langflow, Postgres, and qdrant server using Docker Compose.

postgres ai embeddings qdrant langflow ollama llama3-2

UpdatedJan 27, 2025

chizo4 /JusTreeAI

Star6

"JusTreeAI" - a lightweight LLM assistant for legal tasks. This is a "proof-of-concept" project developed as part of Data Systems Project at UvA. Authored by Team D1.

law legal-ai llm llama3-2 qwen2-5 deepseek-r1

UpdatedFeb 27, 2025
Jupyter Notebook

avijeett007 /UnSloth_FineTuner

Star5

This Repo Contains Script To Fine Tune Open Source Models Using Unsloth by using UI with simple click and progress

finetuning-llms finetuning-large-language-models llama3-2 uikit-finetuning gradio-llm-tuning llama32

UpdatedOct 3, 2024
Python

elizabethsiegle /meangirls-video-analysis-llama-3.2v

Star4

Get compliments in the style of Regina George via analyzing video in a@CloudflareDev Worker by breaking it into frames and sending a frame every x seconds to Llama🦙 3.2 Vision hosted on Workers AI!

javascript cloudflare cloudflare-workers cloudflare-workers-ai workers-ai llama3-2 llama3-2-vision

UpdatedOct 3, 2024
HTML

spacewalk01 /llama3.2-vision-webui

Star4

A gradio web UI demo for Llama3.2-Vision Model

gradio vision-transformer vision-language-model llama3 llama3-2 llama3-2-vision

UpdatedSep 30, 2024
Python

Anu0408 /Language_Translation_GenAI_App

Star4

Language Translator is an AI-powered tool for text and voice translation using Hugging Face's MarianMT, Llama 3.2 via the Ollama API, and LibreTranslate. It supports multi-language translation with text-to-speech and speech-to-text functionality.

natural-language-processing text-to-speech deep-learning machine-translation artificial-intelligence voice-recognition speech-to-text multi-language-support huggingface prompt-engineering generative-ai libre-translate ollama-api llama3-2

UpdatedDec 1, 2024
Jupyter Notebook

ansh-info /QueryGPT

Star4

Context-aware chatbot using LLaMA 3.1 embeddings and a vector database for efficient query understanding and response generation, with NLP techniques like entity extraction and intent recognition.

docker machine-learning meta ai docker-compose tensorflow chatbot python3 pytorch openai gpt rag vector-database gpt-4 llm chatgpt retrieval-augmented-generation ollama llama3 llama3-2

UpdatedNov 3, 2024
Python

gabripo /easyrag

Star4

Simple tool for RAG (Retrieval Augmented Generation) applications to be run over locally stored files

docker docker-compose rag streamlit retrieval-augmented-generation ollama llama3 llama3-2

UpdatedJan 29, 2025
Python

augustine-aj /Adlux-Connect

Star4

The Apollo Adlux Hospital RAG Chatbot system, Built on the Ollam 3.2 LLM, this chatbot leverages Retrieval-Augmented Generation (RAG) to offer accurate, contextually relevant answers by pulling information from hospital resources and FAQs.

javascript css python html django chatbot work-in-progress chromadb retrieval-augmented-generation llama3-2