Collections: awesome-llama

https://github.com/sigoden/aichat

All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more.

ai ai-agents chatbot claude cli function-calling gemini llm ollama openai rag rust shell webui

Last synced: 02 Sep 2026

https://github.com/langroid/langroid

Harness LLMs with Multi-Agent Programming

agents ai chatgpt function-calling gpt gpt-4 gpt4 information-retrieval language-model llama llm llm-agent llm-framework local-llm multi-agent-systems openai-api rag retrieval-augmented-generation

Last synced: 02 Sep 2026

https://github.com/smallcloudai/refact

AI Agent that handles engineering tasks end-to-end: integrates with developers’ tools, plans, executes, and iterates until it achieves a successful result.

ai-agent developer-tools enterprise fine-tuning on-prem open-source rag self-hosted swe-bench vscode

Last synced: 02 Sep 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 Sep 2026

https://github.com/WangRongsheng/awesome-LLM-resources

🧑‍🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.

awesome-list book course large-language-models llama llm mistral openai qwen rag retrieval-augmented-generation webui

Last synced: 02 Sep 2026

https://github.com/aiplanethub/beyondllm

Build, evaluate and observe LLM apps

ai artificial-intelligence embeddings evaluate-llm genai generative-ai hacktoberfest hacktoberfest-accepted hacktoberfest2024 large-language-models llm llms rag

Last synced: 02 Sep 2026

https://github.com/eliranwong/letmedoit

An advanced AI assistant that leverages the capabilities of ChatGPT API, Gemini Pro, AutoGen, and open-source LLMs, enabling it both to engage in conversations and to execute computing tasks on local devices.

ai api autogen chatgpt gemini google interpreter microsoft multimodal openai rag

Last synced: 02 Sep 2026

https://github.com/aws-samples/generative-ai-use-cases

Application implementation with business use cases for safely utilizing generative AI in business operations

aws bedrock chatbot claude claude3 claude4 command-r deepseek-r1 generative-ai image-generation lambda llama3 llm mistral nova rag react sagemaker typescript

Last synced: 02 Sep 2026

https://github.com/undreamai/LLMUnity

Create characters in Unity with LLMs!

ai character chat chatbot conversational-ai dialogue game-development gamedev generative-ai llama llama-cpp llm npc rag unity unity2d unity3d

Last synced: 02 Sep 2026

https://github.com/louisbrulenaudet/ragoon

High level library for batched embeddings generation, blazingly-fast web-based RAG and quantized indexes processing ⚡

ai embeddings embeddings-similarity faiss generative-ai groq groqapi llama llama-index llm nlp rag retrieval-augmented-generation vector-database vector-search vectorization

Last synced: 02 Sep 2026

https://github.com/decisionfacts/semantic-ai

An open source framework for Retrieval-Augmented System (RAG) uses semantic search helps to retrieve the expected results and generate human readable conversational response with the help of LLM (Large Language Model).

approximate-nearest-neighbor-search deep-neural-networks document-parser docx fastapi inference-api llama2 llm machine-learning ocr openai openai-api pdf rag retrieval-augmented-generation semantic-search vector-database

Last synced: 02 Sep 2026

https://github.com/apocas/restai

RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generation with dynamic loading generators. Live chat deployment. Built-in block based graphical language. Prompt versioning and much more...

blocky embeddings fastapi langchain llama llamaindex llm ollama openai openaiapi python rag stable-diffusion transformers

Last synced: 02 Sep 2026

https://github.com/SeanLee97/AnglE

Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard

dense-retrieval embeddings information-retrieval llama llama2 llm mteb rag retrieval-augmented-generation semantic-similarity semantic-textual-similarity sentence-embedding sentence-embeddings sentence-vector sts stsbenchmark text-embedding text-similarity text-vector text2vec

Last synced: 02 Sep 2026

https://github.com/BaranziniLab/KG_RAG

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

bert-models bioinformatics bioinformatics-algorithms biomedical-applications biomedical-informatics context-aware gpt gpt35turbo gpt4 knowledge-base knowledge-graph large-language-models llama llama2 llm prompt-engineering prompt-tuning rag retrieval-augmented-generation sentence-transformers

Last synced: 02 Sep 2026

https://github.com/brucemacd/chatd

Chat with your documents using local AI

chat desktop electron llama2 llm mistral mistral-7b ollama rag

Last synced: 02 Sep 2026

https://github.com/BruceMacD/chatd

Chat with your documents using local AI

chat desktop electron llama2 llm mistral mistral-7b ollama rag

Last synced: 02 Sep 2026

https://github.com/onejune2018/Awesome-LLM-Eval

Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, leaderboard, papers, docs and models, mainly for Evaluation on LLMs. 一个由工具、基准/数据、演示、排行榜和大模型等组成的精选列表，主要面向基础大模型评测，旨在探求生成式AI的技术边界.

awsome-list awsome-lists benchmark bert chatglm chatgpt dataset evaluation gpt3 large-language-model leaderboard llama llm llm-evaluation machine-learning nlp openai qwen rag

Last synced: 02 Sep 2026

https://github.com/NVIDIA/nim-anywhere

Accelerate your Gen AI with NVIDIA NIM and NVIDIA AI Workbench

genai langchain lcel llama llama3 llm nim nvidia nvwb-project rag

Last synced: 02 Sep 2026

https://github.com/aws-samples/serverless-rag-demo

Amazon Bedrock Foundation models with Amazon Opensearch Serverless as a Vector DB

anthropic claude haiku opensearch opensearchserverless rag sonnet strands strands-agents

Last synced: 02 Sep 2026

https://github.com/dcSpark/shinkai-node

Shinkai allows you to create AI agents without touching code. Define tasks, schedule actions, and let Shinkai write custom code for you. Native crypto support included.

ai chatgpt gui llama3 llm ollama qwen rag

Last synced: 02 Sep 2026

https://github.com/altengineer/awesome-ai-repositories

A curated list of open source repositories for AI Engineers

agent agents ai awesome awesome-list fine-tune finetuning llama llm llmops mcp rag vector-database vector-search

Last synced: 02 Sep 2026

https://github.com/EvilPsyCHo/Play-with-LLMs

Tutorial on training, evaluating LLM, as well as utilizing RAG, Agent, Chain to build entertaining applications with LLMs.分享如何训练、评估LLMs，如何基于RAG、Agent、Chain构建有趣的LLMs应用。

agent baichuan2 chatgpt gpt large-language-models llama2 llms mistral rag retrieval-augmented-generation

Last synced: 02 Sep 2026

https://github.com/louisfb01/start-llms

A complete guide to start and improve your LLM skills in 2026 with little background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

ai fine-tuning gpt gpt-4 language-model large-language-models llama llm llms rag retrieval-augmented-generation

Last synced: 02 Sep 2026

https://github.com/NisaarAgharia/Advanced_RAG

Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,Agents.

agent agents ai chatgpt genai langchain llama3 llm machine-learning nlp openai rag retrival-augmented vectordb

Last synced: 02 Sep 2026

https://github.com/Ask-Sage/AskSage-Open-Source-Community

🚀 Welcome to AskSage Open Source Repo, a community aimed at providing code 🧑‍💻, documentation📝, and proof-of-concept projects for interacting with the AskSage API. This repository serves as an unofficial resource for paid subscribers seeking practical guidance on utilizing the API. If you have any questions email us support@asksage.ai

agnostic-llm api artificial-intelligence asksage chatgpt cohere data gemini generative-ai government large-language-model large-language-models llama machine-learning open-source openai prompt-engineering rag

Last synced: 02 Sep 2026

https://github.com/sazonovanton/SirChatalot

A Telegram bot that proves you don't need a body to have a personality. Works with any OpenAI-compatible LLM; agentic tools, MCP, RAG over your files, memory, vision, voice and image generation.

agentic-ai function-calling mcp mcp-client openai openai-api openrouter python-telegram-bot rag semantic-search telegram-bot tool-use web-search whisper

Last synced: 02 Sep 2026

https://github.com/kaymen99/langgraph-email-automation

Multi AI agents for customer support email automation built with Langchain & Langgraph

ai-agents ai-automation ai-customer-service ai-customer-support customer-support customer-support-automation email-automation gmail-api langchain langgraph llama3 rag rag-agents rag-application

Last synced: 02 Sep 2026

https://github.com/ElmiraGhorbani/dynamic_prompting

Dynamic Few-Shot Prompting is a Python package that dynamically selects N samples that are contextually close to the user's task or query from a knowledge base (similar to RAG) to include in the prompt.

few-shot-classifcation few-shot-prompting generative-ai gpt information-retrieval knowledge-base llama llama3 llama3-prompts llm nlp prompt prompt-engineering prompt-tuning python rag retreival retrieval-augmented-generation

Last synced: 02 Sep 2026

https://github.com/Bangla-RAG/PoRAG

Fully Configurable RAG Pipeline for Bengali Language RAG Applications. Supports both Local and Huggingface Models, Built with Langchain.

ai bengali bengali-nlp chromadb langchain llama3 llm nlp rag transformers

Last synced: 02 Sep 2026

https://github.com/curiousily/ragbase

Completely local RAG. Chat with your PDF documents (with open LLM) and UI to that uses LangChain, Streamlit, Ollama (Llama 3.1), Qdrant and advanced methods like reranking and semantic chunking.

langchain llama3 llm pdf rag retrieval-augmented-generation streamlit

Last synced: 02 Sep 2026

https://github.com/anlp-team/LTI_Neural_Navigator

"Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases" by Jiarui Li and Ye Yuan and Zehua Zhang

dataset-generation datasets hallucination large-language-models llama llm machine-learning nlp rag system-design web-crawler

Last synced: 02 Sep 2026

https://github.com/GURPREETKAURJETHRA/RAG-using-Llama3-Langchain-and-ChromaDB

RAG using Llama3, Langchain and ChromaDB

chromadb generative-ai langchain llama3 llama3-rag rag

Last synced: 02 Sep 2026

https://github.com/GURPREETKAURJETHRA/Advanced_RAG

Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 , Agents.

agent chatgpt genai generative-ai langchain large-language-models llama3 llm llms nlp openai rag retrieval-augmented

Last synced: 02 Sep 2026

https://github.com/MetaGLM/langchain-zhipuai

基于 Langchain，快速集成GLM-4 AllTools 功能的插件

chatbot glm gpt gpt-4 langchain llama ollama rag

Last synced: 02 Sep 2026

https://github.com/leonid20000/OdinRunes

Odin Runes, a java-based GPT client, facilitates interaction with your preferred GPT model right through your favorite text editor. There is more: It also facilitates prompt-engineering by extracting context from diverse sources using technologies such as OCR, enhancing overall productivity and saving costs.

ai-assistant chatbot-ui chatgpt-app code-assistant custom-gpt gpt-client hacktoberfest llama3 natural-language-processing ollama ollama-client ollama-gui ollama-interface ollama-ui productivity productivity-tool prompt-engineering prompt-toolkit rag writing-tool

Last synced: 02 Sep 2026

https://github.com/Isa1asN/local-rag

Local rag using ollama, langchain and chroma.

chatbot chatpdf chroma langchain-python llama2 ollama rag streamlit

Last synced: 02 Sep 2026

https://github.com/GURPREETKAURJETHRA/Generative-AI-LLM-Projects

Gen AI Large Language Model Projects

artificial-intelligence finetune-llm finetuning gemini generative-ai gpt4-api gpt4o langchain large-language-models llama llama3 llama3-meta-ai llm mistral openai rag

Last synced: 02 Sep 2026

https://github.com/arafkarsh/ms-springboot-ai

Java 23, SpringBoot 3.4.1 Examples using Deep Learning 4 Java & LangChain4J for Generative AI using ChatGPT LLM, RAG and other open source LLMs. Sentiment Analysis, Application Context based ChatBots. Custom Data Handling. LLMs - GPT 3.5 / 4o, Gemini Pro 1.5, Claude 3, Llama 3.1, Phi-3, Gemma 2, Falcon 3, Qwen 2.5, Mistral Nemo, Wizard Math

chatgpt3 chatgpt4 claude-3 convolutional-neural-network falcon gemini gemini-ai gemma gemma-7b generative-ai langchain langchain4j llama2 mistral-7b multilayer-perceptron-network ollama qwen2-5 rag recurrent-neural-network retrieval-augmented-generation

Last synced: 02 Sep 2026

https://github.com/njfio/fluent_cli

Fluent CLI is an advanced command-line interface designed to interact seamlessly with multiple workflow systems like FlowiseAI, Langflow, Make, and Zapier. Tailored for developers and IT professionals, Fluent CLI facilitates robust automation, simplifies complex interactions, and enhances productivity through a powerful and command suite

ai anthropic automation cli flowise-ai gemini generation groqapi langchain langflow llama3 llamaindex llm make openai rag rust workflow zapier

Last synced: 02 Sep 2026

https://github.com/S4mpl3r/chat-with-pdf

Chat with your PDF files for free, using Langchain, Groq, ChromaDB, and Jina AI embeddings.

chat-with-pdf embeddings groq groq-ai jina langchain llama llama3 llm machine-learning mixtral-8x7b python python3 rag retrieval-augmented-generation

Last synced: 02 Sep 2026

https://github.com/AlfrescoLabs/alfresco-ai-assistants

A set of Alfresco AI Assistants to help users and customers get the information they need or perform complex tasks, simply conveying each request via natural language

alfresco chatbot genai llama3 llm rag

Last synced: 02 Sep 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 Sep 2026

https://github.com/Adii2202/RAG-AI-Voice-assistant-

Performing a RAG (Retrieval Augmented Generation) assessment using voice-to-voice query resolution. Provide the file containing the queries, ask the questions, and receive the results via voice.

llama-index mistral qdrant-vector-database rag

Last synced: 02 Sep 2026

https://github.com/jeromeboivin/ollama-chat

A customizable Python CLI tool for interacting with local Language Models, ensuring data privacy while providing conversation memory and extensibility through plugins and efficient Retrieval-Augmented Generation capabilities with ChromaDB integration. Also compatible with OpenAI API.

chromadb cli cli-app ecoledirecte ecoledirecte-api ecoledirecte-bot llama llamacpp llm ollama openai openai-api openai-chatgpt python rag

Last synced: 02 Sep 2026

https://github.com/J4NN0/llm-rag

LLMs prompt augmentation with RAG by integrating external custom data from a variety of sources, allowing chat with such documents

chat-application chatapp chatbot chatgpt custom-data llama llama-index llama2 llamacpp llm llm-apps llm-framework llms local-llama local-llm mixtral mixtral-8x7b rag rag-embeddings retrieval-augmented-generation

Last synced: 02 Sep 2026

https://github.com/mddunlap924/LangChain-SynData-RAG-Eval

LangChain, Llama2-Chat, and zero- and few-shot prompting are used to generate synthetic datasets for IR and RAG system evaluation

few-shot information-retrieval langchain llama2 llm nlp prompt prompt-engineering prompts-template question-answering rag retrieval-augmented-generation

Last synced: 02 Sep 2026

https://github.com/wangermeng2021/llm-webui

A Gradio web UI for Large Language Models. Supports LoRA/QLoRA finetuning,RAG(Retrieval-augmented generation) and Chat

finetune-llms finetuning-large-language-models finetuning-llms large-language-models llama2 llm-web-ui llms lora mistral-7b qlora rag retrieval-augmented-generation webui zaphyr

Last synced: 02 Sep 2026

https://github.com/nouralmulhem/Enhancing-LLM-with-Jenkins-Knowledge

🚀 this project aims to develop an app using an existing open-source LLM with data collected for domain-specific Jenkins knowledge that can be fine-tuned locally and set up with a proper UI for the user to interact with.

chatbot llama2 llm python pytorch rag

Last synced: 02 Sep 2026

https://github.com/asiff00/Bangla-Llama

Fine tuned llama 3 models for context based question answering in bengali language.

bengali bengali-nlp huggingface llama3 question-answering rag

Last synced: 02 Sep 2026

https://github.com/akashAD98/Multilingual-RAG

multilingual RAG

hindi huggingface llama llm multilingual openai rag

Last synced: 02 Sep 2026

https://github.com/GURPREETKAURJETHRA/Meta-LLAMA3-GenAI-UseCases-End-To-End-Implementation-Guides

META LLAMA3 GENAI Real World UseCases End To End Implementation Guide

chromadb fine-tuning fsdp generativeai huggingface langchain-python llama3 llama3-70b-8192 llama3-finetune llama3-meta-ai llama3-prompts llama3-rag ollama prompt-tuning pytorch qlora rag sagemaker streamlit

Last synced: 02 Sep 2026

https://github.com/Maryam-Nasseri/RAG-based-AI-Agents

Retrieval Augmented Generation-based Agentic CrewAI

agentic crewai llama3 ollama rag

Last synced: 02 Sep 2026

https://github.com/MaxMLang/RAG-nificent

Production-ready Chainlit RAG application with Pinecone pipeline offering all Groq and OpenAI Models, to chat with your documents.

chainlit chatgpt gemma groq groqapi langchain llama3 llama3-rag mistral-7b mistralai pinecone rag rag-implementation rag-pipeline vector-database

Last synced: 02 Sep 2026

https://github.com/GURPREETKAURJETHRA/Medical-RAG-using-Bio-Mistral-7B

This is a RAG implementation using Open Source stack. BioMistral 7B has been used to build this app along with PubMedBert as an embedding model, Qdrant as a self hosted Vector DB, and Langchain & Llama CPP as an orchestration frameworks.

ai bert-embeddings bootstrap5 deployment docker fastapi generative-ai langchain large-language-models llama mistral pubmed qdrant rag retrieval-augmented-generation sentence-transformers

Last synced: 02 Sep 2026

https://github.com/kazcfz/LlamaIndex-RAG-Chat

Perform RAG (Retrieval-Augmented Generation) from your PDFs using this Colab notebook! Powered by Llama 2

ai chatbot colab colab-notebook huggingface llama-index llama2 llamacpp llm openllm rag retrieval-augmented-generation transformers

Last synced: 02 Sep 2026

https://github.com/vteam27/RagXOllama

A Node.js RESTful server for a Retrieval-Augmented Generation (RAG) system using ChromaDB and Ollama!

chromadb docker-compose llama3 llms nodejs ollama rag rest-api vector-database

Last synced: 02 Sep 2026

https://github.com/itsmesneha/Legal-CHATBOT

chatbot generative-ai groq llama rag streamlit-webapp

Last synced: 02 Sep 2026

https://github.com/AashiDutt/RAG

This repo contains self made projects and learnables from various resources on using local LLMs and RAG

llama3 llm rag

Last synced: 02 Sep 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 Sep 2026

https://github.com/joydeb28/llm-lab

LLM, Fine Tuning, Llama 2, Gemma, Mixtral, vLLM, LangChain, RAG, ChromaDB, FAISS

chromadb faiss finetune-llm gemma genai langchain llama2 llm mixtral nlp openllm rag vllm

Last synced: 02 Sep 2026

https://github.com/ihkcreations/EWU_RAG_Chatbot

A RAG application for East West University (Only Science Faculty)

ewu groq-api groqapi llama3 llms nomic-embed-text ollama python python-project rag retrieval-augmented-generation streamlit

Last synced: 02 Sep 2026

https://github.com/M-Ali-ML/Loreer

Loreer is wise AI assistance that has the vast knowledge of all lores, whether that is movie, series, game, or book related. Powered by LLMs and AI.

ai artificial-intelligence chatgpt deep-learning llama llm machinelearning rag streamlit webapp

Last synced: 02 Sep 2026

https://github.com/gdorsi44/spring-aI-with-local-LLAMA3

This demo demonstrates the integration of a local LLama3 model for handling JSON responses within the Spring AI framework, positioning the model as a 'business logic' executor

ai generative-ai java llama3 llm local-llm rag spring-ai

Last synced: 02 Sep 2026

https://github.com/MarioCSilva/RAG_QA_LLM

Knowledge-Sharing Hub using RAG Q&A techniques with LLMs (Llama2 and ChatGPT)

chatgpt genai langchain llama2 llamaindex llm openai question-answering rag

Last synced: 02 Sep 2026

https://github.com/deekshakoul/RAG-with-Langchain-Ollama-for-pdfs

first attempt at creating and deploying rag based systems using langchain + ollama + streamlit

langchain llama3 llm nlp nlp-machine-learning ollama rag streamlit

Last synced: 02 Sep 2026

https://github.com/ncdisrup-ai/Virtual-Assistant-LLAMA2-OpenAI-with-specific-knowledge-RAG-

Virtual-Assistant LLAMA2/OpenAI with specific knowledge (RAG) in gradio UI.

faiss gradio huggingface langchain llama2 open-source rag virtual-assistant-ai

Last synced: 02 Sep 2026

https://github.com/EISHKARAN/Research-Papers

Curated List of Research Papers

llama llms nlp rag

Last synced: 02 Sep 2026

https://github.com/g-hano/DiscoVery

It is an LLM powered assistant (MultiModal RAG) that can read directories, even images, to gather information about companies. You can use HuggingFace or Ollama models,Claude,OpenAI and Google LLMs.I am inspired by IBM Discovery.

ai claude-3 huggingface llama-index llama3 llm ollama rag

Last synced: 02 Sep 2026

https://github.com/chinmaysharmacs10/DermAssist

Repo for DermAssist: Your AI Assitant for Skin Problems. Powered by a vision model and a reliable RAG system.

faiss-vector-database huggingface-embeddings langcahin llama3 llms ollama python rag

Last synced: 02 Sep 2026

https://github.com/dylancl/nextjs-sag-llm

A small Next.js app which utilises search results to feed context to the LLM.

llama llamacpp llm modelfusion rag sag typescript

Last synced: 02 Sep 2026

https://github.com/guochenmeinian/Llama-Langchain-RAG

A very naive RAG project to answer questions about the sitcom "Friends".

langchain llama llm rag

Last synced: 02 Sep 2026

https://github.com/svjack/Genshin-Impact-BookQA-LLM

A Genshin Impact Book Question Answer Project supported by LLM

book bookqa chatglm chatglm-6b chatglm3 genshin genshin-impact gradio haystack huggingface llama llama2 llm mistral mistral-7b ollama question-answering qwen qwen-7b rag

Last synced: 02 Sep 2026

https://github.com/sinadalvand/Galileo

Galileo is an AI assistant chatbot for University of Padova (Unipd) to answer student's questions, powered by llama 3 8B and RAG method (NLP's project 2024/25)

chatbot embedding llama3 llm rag

Last synced: 02 Sep 2026

https://github.com/svjack/Genshin-Impact-RAG

A Genshin Impact Question Answer Project supported by Qwen1.5-14B-Chat

embedding embeddings genshin-impact gguf llama llama-cpp llama-cpp-python llm prompt qwen qwen1-5 qwen14b rag

Last synced: 02 Sep 2026

https://github.com/soniawmeyer/WanderChat

A Comparison of LLM Chat Bot Implementation Methods with Travel Use Case

ai-engineering chatbot fine-tuning llama llm-training llms lora machine-learning mistral qlora rag rlhf sjsu travel

Last synced: 02 Sep 2026

https://github.com/Ashish-Abraham/DocWhisperer-Qdrant

A Retrieval-Augmented Generation (RAG) System for PDF Chat using Qdrant Vector Database.

ai bert bert-embeddings huggingface llama llm machine-learning open-source qdrant qdrant-vector-database rag retrieval-augmented-generation vector-database

Last synced: 02 Sep 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 Sep 2026

https://github.com/Jet-Engine/art-deco-chatbot

An Art-Deco ChatBot that utilizes RAG using performative Pulsejet vector database. Benchmarking of RAG vs. LLMs on QA and timing

art-deco chatbot jetengine llama3 llm ollama pulsejet rag retrieval-augmented-generation vector-database wikipedia wikipedia-bot

Last synced: 02 Sep 2026

https://github.com/libraryofcelsus/LLM_File_Parser

AutoML/Unstructured Data Processing for RAG and LLM Dataset Creation. Current Database Options are: Qdrant or Marqo DB.

ai automl dataset-generation llama3 llm marqo qdrant rag unstructured-data vector-database

Last synced: 02 Sep 2026

https://github.com/michaelnny/RAG-LLaMA

A clean and simple implementation of Retrieval Augmented Generation (RAG) to enhanced LLaMA chat model to answer questions from a private knowledge base. We use Tesla user manuals to build the knowledge base, and use open-source embedding and Cross-Encoders reranking models from Sentence Transformers in this project.

llama2 llm rag

Last synced: 02 Sep 2026

https://github.com/morteza89/NLP-LLM

bert clip fine-tuning langchain llama2 llm lstm nlp rag sentence-tokenizer sentiment-analysis

Last synced: 02 Sep 2026

https://github.com/gulabpatel/LLMs

Alpaca, Bloom, DeciLM, Falcon, Vicuna, Llama2, Zephyr, Mistral(MoE), RAG, Reranking, Langchain, Langsmith..

alpaca bloom dolly2 dollyv2 dspy langchain llama2 mixtral rag reranking stablevicuna vicuna

Last synced: 02 Sep 2026

https://github.com/kausthub-kannan/Drake

DrakeLLM is developed to help students to solve the issue of making notes from videos, books and others. Utilising RAG, Drake helps in making quick notes along with a Q&A bot. Books, YouTube tutorials or Videos, Drake supports all your means.

deeplake gemini-api gemini-pro huggingface llama2 llm llm-inference llmops rag

Last synced: 02 Sep 2026

https://github.com/riolaf05/langchain-crewai-agent

Agent made with Langchain and CrewAI

agent agents autonomous-agents crewai groq langchain large-language-models llama3 rag

Last synced: 02 Sep 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 Sep 2026

https://github.com/alishangtian/bodybuilder

ollama + langchain实现的大模型 RAG问答应用

llama3 llm ollama python rag

Last synced: 02 Sep 2026

https://github.com/sinanazem/llm-apps

This repository showcases projects leveraging advanced language models.

chatbots llama2 ollama rag

Last synced: 02 Sep 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 Sep 2026

https://github.com/chaba-victor/LLama2-chatbot

A chatbot implementation of RAG, that runs locally on a CPU, using Langchain and Llama2-7b for QA in the medical domain.

llama2 llm rag

Last synced: 02 Sep 2026

https://github.com/libraryofcelsus/Marqo_DB_Examples

Examples using Marqo DB. Currently includes examples of file processing and RAG.

ai automl chatbot llama3 marqo rag retrieval-augmented-generation

Last synced: 02 Sep 2026

https://github.com/kavindukalinga/Opensource-LLM-RAG-Chatbot

This repository hosts an NLP project aimed at crafting a chatbot capable of answering questions sourced from provided documents. It leverages open-source large language models (LLM) and retrieval augmented generation (RAG) techniques for this purpose.

chatbot langchain llama3 llm nlp ollama rag

Last synced: 02 Sep 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 Sep 2026

https://github.com/leodeveloper/OllamaRAGLocalLargeLanguage

how to create a local RAG (Retrieval Augmented Generation) pipeline that processes and allows you to chat with your PDF file(s) using Ollama and LangChain!

chromadb llama3 ollama open-source python rag vector-database

Last synced: 02 Sep 2026

https://github.com/MohdRasmil7/LawMate-Your-Personal-Legal-Assistant

LawMate is designed to help you navigate the complexities of the Indian legal system with ease. Whether you have questions about your rights, need legal advice, or want to understand constitutional provisions, LawMate is here to assist. 📚⚖️✨ Empower yourself with knowledge and make informed decisions with LawMate by your side. 🚀💡

google-generative-ai groq-api legal-assistance llama3 llm rag streamlit

Last synced: 02 Sep 2026

https://github.com/irtazaaslam/Research-Tool-using-RAG

We are going to build Advanced RAG Pipeline With Multiple Data Sources such as arxiv,wikipedia and our custom web source. Here we will be using agents,tools,toolkits and agent executor.

agents arxiv embeddings faiss-vector-database langchain langsmith llama3 mistral ollama rag retrieval-augmented-generation toolkit wikipedia

Last synced: 02 Sep 2026

https://github.com/itsjavi/llama3-rag-chatbot

Chatbot UI that can answer questions about any webpage. Built with LangChain, OLlama, Llama3, ChromaDB and Gradio.

chatbot langchain llama3 ollama rag

Last synced: 02 Sep 2026

https://github.com/soumyadeepbose/Jessup-Cellar-RAG-App

Jessup's Helper is a Retrieval Based Chatbot that uses a pre-trained Llama3-8b model to generate responses to user input. Groq has been used for a near instant inference because of the high token speed, and Google Gen AI Studio API has been used to get the embeddings. The model uses a PDF file for information retrieval based responses.

chatbot genai genai-chatbot groq groq-api llama llama3 llm rag

Last synced: 02 Sep 2026