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Projects in Awesome Lists tagged with llama-index

A curated list of projects in awesome lists tagged with llama-index .

https://github.com/NirDiamant/RAG_Techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

ai langchain llama-index llm llms opeani python rag tutorials

Last synced: 20 Dec 2024

https://github.com/nirdiamant/rag_techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

ai langchain llama-index llm llms opeani python rag tutorials

Last synced: 17 Dec 2024

https://github.com/portkey-ai/gateway

A Blazing Fast AI Gateway with integrated Guardrails. Route to 200+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

ai-gateway gateway generative-ai hacktoberfest langchain llama-index llmops llms openai prompt-engineering router

Last synced: 16 Dec 2024

https://github.com/langfuse/langfuse

🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

analytics evaluation gpt hacktoberfest langchain large-language-models llama-index llm llm-evaluation llm-observability llmops monitoring observability open-source openai playground prompt-engineering prompt-management self-hosted ycombinator

Last synced: 17 Dec 2024

https://github.com/Portkey-AI/gateway

A Blazing Fast AI Gateway. Route to 200+ LLMs with 1 fast & friendly API.

ai-gateway gateway generative-ai langchain llama-index llmops llms openai prompt-engineering router

Last synced: 28 Oct 2024

https://github.com/paulpierre/rasagpt

💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram

ai chatbot chatgpt fastapi gpt-3 gpt-4 langchain llama-index llm ml openai rasa rasa-chatbot rasa-core rasa-nlu telegram telegram-bot

Last synced: 20 Dec 2024

https://github.com/paulpierre/RasaGPT

💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram

ai chatbot chatgpt fastapi gpt-3 gpt-4 langchain llama-index llm ml openai rasa rasa-chatbot rasa-core rasa-nlu telegram telegram-bot

Last synced: 27 Oct 2024

https://github.com/Helicone/helicone

🧊 Open source LLM-Observability Platform for Developers. One-line integration for monitoring, metrics, evals, agent tracing, prompt management, playground, etc. Supports OpenAI SDK, Vercel AI SDK, Anthropic SDK, LiteLLM, LLamaIndex, LangChain, and more. 🍓 YC W23

agent-monitoring analytics evaluation gpt langchain large-language-models llama-index llm llm-cost llm-evaluation llm-observability llmops monitoring open-source openai playground prompt-engineering prompt-management ycombinator

Last synced: 02 Nov 2024

https://github.com/helicone/helicone

🧊 Open source LLM-Observability Platform for Developers. One-line integration for monitoring, metrics, evals, agent tracing, prompt management, playground, etc. Supports OpenAI SDK, Vercel AI SDK, Anthropic SDK, LiteLLM, LLamaIndex, LangChain, and more. 🍓 YC W23

agent-monitoring analytics evaluation gpt langchain large-language-models llama-index llm llm-cost llm-evaluation llm-observability llmops monitoring open-source openai playground prompt-engineering prompt-management ycombinator

Last synced: 17 Dec 2024

https://github.com/agenta-ai/agenta

The all-in-one LLM developer platform: prompt management, evaluation, human feedback, and deployment all in one place.

human-annotation langchain large-language-models llama-index llm llm-evaluation llm-framework llm-tools llmops llms prompt-engineering prompt-management prompt-toolkit rag rag-evaluation

Last synced: 17 Dec 2024

https://github.com/Agenta-AI/agenta

The all-in-one LLM developer platform: prompt management, evaluation, human feedback, and deployment all in one place.

human-annotation langchain large-language-models llama-index llm llm-evaluation llm-framework llm-tools llmops llms prompt-engineering prompt-management prompt-toolkit rag rag-evaluation

Last synced: 24 Oct 2024

https://github.com/Azure-Samples/miyagi

Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.

agents aks assistants azure azure-openai azureai copilot gpt-4 guidance langchain llama-index llama2 openai phi-2 prompt-engineering promptflow semantic-kernel taskweaver typechat

Last synced: 04 Nov 2024

https://github.com/azure-samples/miyagi

Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.

agents aks assistants azure azure-openai azureai copilot gpt-4 guidance langchain llama-index llama2 openai phi-2 prompt-engineering promptflow semantic-kernel taskweaver typechat

Last synced: 20 Dec 2024

https://github.com/szczyglis-dev/py-gpt

Desktop AI Assistant powered by o1, GPT-4, GPT-4 Vision, Gemini, Claude, Llama 3, Bielik, DALL-E, Langchain, Llama-index, chat, vision, voice control, image generation and analysis, agents, command execution, file upload/download, speech synthesis and recognition, access to Web, memory, presets, assistants, plugins, and more. Linux, Windows, Mac.

ai ai-assistant artificial-intelligence autonomous-agent bielik chatbot claude dalle-3 desktop-app gemini gpt-4 gpt-4-vision gpt4 langchain llama-index llama3 llm o1 ollama openai

Last synced: 19 Dec 2024

https://github.com/lancedb/vectordb-recipes

High quality resources & applications for LLMs, multi-modal models and VectorDBs

agents ai deep-learning embeddings fine-tuning gpt gpt-4-vision langchain llama-index llms machine-learning multimodal openai rag vector-database

Last synced: 14 Dec 2024

https://github.com/writesonic/gptrouter

Smoothly Manage Multiple LLMs (OpenAI, Anthropic, Azure) and Image Models (Dall-E, SDXL), Speed Up Responses, and Ensure Non-Stop Reliability.

anthropic azure-openai cohere google-gemini langchain llama-index llm llmops llms mlops openai palm-api

Last synced: 21 Dec 2024

https://github.com/Writesonic/gptrouter

Smoothly Manage Multiple LLMs (OpenAI, Anthropic, Azure) and Image Models (Dall-E, SDXL), Speed Up Responses, and Ensure Non-Stop Reliability.

anthropic azure-openai cohere google-gemini langchain llama-index llm llmops llms mlops openai palm-api

Last synced: 17 Nov 2024

https://github.com/openbmb/repoagent

An LLM-powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly.

agent chatglm chatgpt chatgpt-api gpt gpt-4 langchain llama llama-index llms qwen rag repo-level-debugging

Last synced: 21 Dec 2024

https://github.com/Writesonic/GPTRouter

Smoothly Manage Multiple LLMs (OpenAI, Anthropic, Azure) and Image Models (Dall-E, SDXL), Speed Up Responses, and Ensure Non-Stop Reliability.

anthropic azure-openai cohere google-gemini langchain llama-index llm llmops llms mlops openai palm-api

Last synced: 24 Oct 2024

https://github.com/OpenBMB/RepoAgent

An LLM-powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly.

agent chatglm chatgpt chatgpt-api gpt gpt-4 langchain llama llama-index llms qwen rag repo-level-debugging

Last synced: 28 Oct 2024

https://github.com/benthecoder/classgpt

ChatGPT for lecture slides

chatgpt gpt langchain llama-index openai python

Last synced: 09 Nov 2024

https://github.com/benthecoder/ClassGPT

ChatGPT for lecture slides

chatgpt gpt langchain llama-index openai python

Last synced: 18 Nov 2024

https://github.com/vishwasg217/fin-sight

FinSight - Financial Insights at Your Fingertip: FinSight is a cutting-edge AI assistant tailored for portfolio managers, investors, and finance enthusiasts. It streamlines the process of gaining crucial insights and summaries about a company in a user-friendly manner.

fintech langchain llama-index llms nlp streamlit

Last synced: 18 Dec 2024

https://github.com/0xthierry/llama-parse-cli

A non-official CLI for Llama Index Parser

llama-index llama-parse

Last synced: 21 Dec 2024

https://github.com/3Alan/DocsMind

🤖 DocsMind allows you to chat with your docs and summarize your docs, support pdf, md.

chatgpt chatpaper chatpdf gpt langchain llama-index markdown pdf pdfgpt summarizer

Last synced: 06 Nov 2024

https://github.com/robindekoster/chatgpt-custom-knowledge-chatbot

This open source chatbot project lets you create a chatbot that uses your own data to answer questions, thanks to the power of the OpenAI GPT-3.5 model.

ai chatbot chatgpt chatgpt-api contextual-chatbot document-search gpt knowledge-base llama-index machine-learning openai openai-chatgpt python python3

Last synced: 25 Nov 2024

https://github.com/netease-media/grps_trtllm

【grps接入trtllm】通过GPRS+TensorRT-LLM+Tokenizers.cpp实现纯C++版高性能OpenAI LLM服务，支持chat和function call模式，支持ai agent，支持分布式多卡推理，支持多模态，支持gradio聊天界面。

ai-agent chatglm function-call internvl2 llama-index llama3 llm multi-modal openai qwen-vl qwen2 tensorrt-llm

Last synced: 17 Dec 2024

https://github.com/gabacode/chatPDF

Load a PDF file and ask questions via llama_index and GPT

chatbot chatgpt llama-index pdf

Last synced: 13 Nov 2024

https://github.com/rokbenko/ai-playground

Code from tutorials presented on the "Code AI with Rok" YouTube channel

fetchai gemini-api llama-index milvus openai-api spacy

Last synced: 12 Nov 2024

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: 15 Dec 2024

https://github.com/alphasecio/llama-index

A collection of apps powered by the LlamaIndex LLM framework.

llama-index llama-parse llm openai python streamlit

Last synced: 20 Dec 2024

https://github.com/elmiraghorbani/chatgpt-long-term-memory

The ChatGPT Long Term Memory package is a powerful tool designed to empower your projects with the ability to handle a large number of simultaneous users and external sources.

chatbot chatgpt chatgpt-api context datastore embedding-similarity embeddings gpt-3 gpt-35-turbo llama-index long-term-memory memory openai python redis similarity-search text-retrieval text-summarization tiktoken vector

Last synced: 11 Nov 2024

https://github.com/codingis4noobs2/QuickDigest

QuickDigest AI facilitates seamless interaction with various data formats, real-time web search, and creative image generation for advertising

assemblyai hacktoberfest langchain-python llama-index python3 streamlit

Last synced: 20 Oct 2024

https://github.com/bhattbhavesh91/pdf-q-a-llamaindex-llama2

Chat with your PDF files using LlamaIndex, Astra DB (Apache Cassandra), and Gradient's open-source models, including LLama2 and Streamlit, all designed for seamless interaction with PDF files.

apache-cassandra astradb llama-index llama2 pdf-chatbot python streamlit streamlit-webapp

Last synced: 12 Oct 2024

https://github.com/adirthaborgohain/intelliweb-gpt

Intelligent search engine/QA module that uses GPT models to provide accurate, relevant & recent answers from Google News/Web, & can directly answer user queries using GPT's knowledge.

chatgpt gpt gpt-4 langchain llama-index openai-api python

Last synced: 01 Nov 2024

https://github.com/AdirthaBorgohain/intelliweb-GPT

Intelligent search engine/QA module that uses GPT models to provide accurate, relevant & recent answers from Google News/Web, & can directly answer user queries using GPT's knowledge.

chatgpt gpt gpt-4 langchain llama-index openai-api python

Last synced: 22 Nov 2024

https://github.com/iamaziz/ollachat

A minimal Chatbot GUI for Ollama models - Streamlit App

chatbot-gui llama-index llm-apps llms ollama ollama-app streamlit streamlit-llm

Last synced: 01 Nov 2024

https://github.com/mzhao-ouo/llama_difu

A Web-UI for Llama_index. Allow ChatGPT to access your own database.

chatgpt chatgpt-api gpt-index llama-index

Last synced: 06 Dec 2024

https://github.com/mewmix/llama-index-flask-demo

A Flask Server Demo Application showing off some llama-index LLM prompt magic, including file upload and parsing :)

ai chat-gpt flask language-model llama-index llm open-ai prompt-engineering python server

Last synced: 04 Dec 2024

https://github.com/mayooear/free-ai-youtube-summarizer

Free AI Youtube Summarizer on your computer using mistral-instruct-v0.2, langchain and llama_index

ai langchain llama-index mistral youtube

Last synced: 13 Dec 2024

https://github.com/gurveervirk/tok

Simple, High Quality, Open Source RAG solution for chatting with your documents

ai docker flask llama-index llamaindex llm neo4j neo4j-database ollama python rag react vector-database

Last synced: 12 Nov 2024

https://github.com/Azure-Samples/llama-index-javascript

This sample shows how to quickly get started with LlamaIndex.ai on Azure 🚀

ai-azd-templates azd-templates azure azure-openai docker llama-index llm nextjs openai

Last synced: 09 Nov 2024

https://github.com/izam-mohammed/geminsights

🔍 GemInsights: Unleash Gemini AI on your data! 🚀 Analyze dataframes for valuable insights, replacing traditional data analysis. 📊 A cutting-edge tool revolutionizes the way you analyze dataframes, offering a paradigm shift from conventional data analysis methods.

ai autoviz data-science gemini gemini-api gemini-pro gemini-pro-vision google google-api llama-index llms python3 trulens vertex-ai

Last synced: 11 Nov 2024

https://github.com/anil-matcha/llamaindex-tutorials

Overview and tutorials of the LlamaIndex Library

llama-index llamaindex llamaindex-tutorials tutorial

Last synced: 12 Nov 2024

https://github.com/qniksefat/lexitalk

🤖🎙️ Explore Lex Fridman Podcast Transcripts with a smart chatbot!

cohere llama-index mongodb openai-chatgpt retrieval-augmented-generation streamlit weaviate

Last synced: 03 Dec 2024

https://github.com/neka-nat/fast-mm-rag

Fast Multimodal RAG on CPU

clip llama-index

Last synced: 01 Dec 2024

https://github.com/zohebabai/servifai

A mini framework built on top of Langchain and Llamaindex to provide LLM powered Autonomous Agents as a simplified service to assist users with their tasks

generative-ai langchain llama-index llms openai-chatgpt

Last synced: 02 Dec 2024

https://github.com/otherwa/csvdash

Analyze and visualize CSV data with ease using this Streamlit-powered data analytics tool

analytics data-analysis huggingface llama-index pandas python statistics streamlit

Last synced: 28 Nov 2024

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: 13 Nov 2024

https://github.com/datvodinh/rag-chatbot

Chat with multiple PDFs, using Ollama and RAG

chatbot gradio llama-index llm ollama question-answering rag

Last synced: 17 Nov 2024

https://github.com/zakk-yang/ollama-rag

A programming framework for knowledge management

agent chromadb knowledge-distillation llama-index llama3 llm ollama rag

Last synced: 03 Dec 2024

https://github.com/izam-mohammed/text-summarizer

Python-based tool utilizes advanced NLP techniques and LLMs to generate concise summaries from lengthy documents 🍁. Include all source code of the end-to-end project 💥.

langchain large-language-models llama-index llm prompt-engineering text-summarization

Last synced: 11 Nov 2024

https://github.com/benitomartin/rag-llama-deeplake

RAG project for QA retrieval using Llama Index

deeplake jupyter-notebook llama-index llm python rag

Last synced: 08 Nov 2024

https://github.com/patrickcurl/sanechain

Filling in the missing gaps with langchain, and creating OO wrappers to simplify some workloads.

agent ai artificial-intelligence cohereai gpt gpt3 gpt4 inference-engine langchain language-model llama llama-index llamacpp llm llmops llms openai openai-api

Last synced: 25 Nov 2024

https://github.com/rathod-shubham/genai-2

This repository is my platform to learn, experiment, and innovate with LLMs. Here I try to dive in and discover diverse applications, research experiments, and projects fueled by the power of language models.

embeddings generative-ai generative-model langchain large-language-models llama-index llm python3 vector-database

Last synced: 21 Nov 2024

https://github.com/shaheennabi/generative-ai-practices-and-mini-projects

🎇🎆 Generative AI Projects 🎆🎇 A hands-on repository for Generative AI projects! 🤖✨ Explore model building, fine-tuning, and RAG techniques. Includes experiments with open-source models like LLaMA and Gemma, plus deployments using OpenAI and Google Gemini APIs. 🚀

aws finetuning gcp gemini genai groq langchain llama-index llama2 llms nim nvidia ollama rag

Last synced: 22 Dec 2024

https://github.com/rekt-developer/simple-llama-ui

Simple Llama UI is a comprehensive chat application utilizing AI language models with streaming support.

artificial-intelligence chatgpt lama llama llama-index llamaui meta-learning ollama ollama-gui ollama-python

Last synced: 22 Dec 2024

https://github.com/phamtrinhduc/chatbot-mental-health-with-llamaindex

In the project, I will build a mental health consultation system for users based on the DSM-5 data set, using the Llamaindex framework. After consulting the user, the system will compile statistics through the conversation.

llama-index mental-health openai retrieval-augmented-generation streamlit

Last synced: 01 Dec 2024

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

ReadmeCreator automates the generation of README.md files using graph-based workflow. Supports Ollama, OpenAI, HuggingFace and Anthropic models.

langchain langgraph llama-index llm ollama

Last synced: 10 Oct 2024

https://github.com/bhattbhavesh91/youtube-q-a-gradient-astradb

Q&A chatbot, employing LlamaIndex, ASTRA DB (Apache Cassandra), and Gradient's open-source models like LLama2, Gradio, all designed for seamless interaction with YouTube videos

astradb gradientai llama-index llama2 python retrieval-augmented-generation vector-database youtube-bot

Last synced: 16 Nov 2024

https://github.com/amajji/llm-rag-chatbot-with-langchain

Development and deployment of a question-answer LLM model using Llama2 with 7B parameters and RAG with LangChain

ai chatbot chatbot-application cpu db inference langchain llama-index llama2 llm llm-inference question-answering rag retrieval-augmented-generation streamlit streamlit-webapp vector-database

Last synced: 17 Dec 2024

https://github.com/faizahmedfarooqui/prompt-pal

PromptPal: An AI-powered command-line assistant built using LlamaIndex & OpenAI Chat Model over custom data

ai assistant-cli gpt-index llama-index openai python

Last synced: 09 Nov 2024

https://github.com/machinelearningzuu/ragdynamics

Welcome to RAGDynamics, a repository dedicated to exploring and understanding the dynamics of Retrieval-Augmented Generation (RAG) models in the year 2024. We mainly focus on new data parsers, upgraded tools and techniques

documentation large-language-models llama-index llamacpp openai

Last synced: 03 Dec 2024

https://github.com/harshilshah1804/chatbot-pdf

This repository is created for the web development project of Custom PDF ChatBot by METIS, IITGN.

cassandra flask gradient html-css-javascript langchain llama-index llama3

Last synced: 12 Oct 2024

https://github.com/g-hano/chat2mistral

This is a RAG app that can run on multiple gpus simulteniously. I used Llama-Index framework for storing and retrieving documents, vLLM library for multiple gpu support.

aws-ec2 generative-ai huggingface llama-index llm rag vllm

Last synced: 13 Nov 2024

https://github.com/rafaykhattak/llamadoc

Taking advantage of LlamaIndex's in-context learning paradigm, LlamaDoc empowers users to input PDF documents and pose any questions related to the content. The tool leverages the LLama Index's reasoning capabilities to provide intelligent responses based on the contextual understanding of the LLM.

deep-neural-networks gpt3 in-context-learning llama-index llm

Last synced: 13 Nov 2024

https://github.com/ajinkyataranekar/reponinja

Local LLM to chat with Github Repo

chat chroma github llama-index llama3-1 ollama python3

Last synced: 05 Nov 2024

https://github.com/prakrititz/webify

Webify is an innovative tool that converts YouTube videos into fully functional websites, leveraging the power of LLaMA 3.1 for advanced content extraction and processing. Powered by cutting-edge AI technologies like LLaMA 3.1, Webify ensures a seamless experience in transforming video content into responsive website and allows you download it.

flask jszip langchain-python live-editor llama-index llama3

Last synced: 10 Oct 2024

https://github.com/eren23/wcg

Super simple RAG supported HTML to web code generator

agent agent-based code-generation code-generator extension llama-index llm ollama openai rag

Last synced: 04 Dec 2024

https://github.com/samarth4023/llama-api

🦙 Llama - Welcome to the Llama-API repository! This repository is dedicated to testing the llamaapi Python library to access LlamaAPI. Whether you're a developer, researcher, or just a tech enthusiast, you'll find valuable resources and examples here.

ai artificial-intelligence gen-ai generative-ai large-language-models llama llama-api llama-index llm llms prompt prompt-engineering

Last synced: 10 Oct 2024

https://github.com/nebeyoumusie/llamaindex-and-google-gemini

This repository provides a comprehensive guide on integrating LlamaIndex with Google Gemini to build an effective Retrieval-Augmented Generation (RAG) system for Question and Answer (Q&A) applications.

gemini-flash google-api google-embeddings google-gemini llama-index python

Last synced: 10 Dec 2024

https://github.com/drskennedy/qa-kg-neo4j

An open-source tool using Neo4j-backed knowledge graphs for chatting with your documents

knowledge-graph llama-index llm neo4j python

Last synced: 12 Oct 2024

https://github.com/muhammadadilnaeem/rag-query-application

This project is a Flask web application that allows users to ask questions and get answers using a Retrieval-Augmented Generation (RAG) model. Users input their questions, and the application returns relevant answers based on the indexed documents.

flask llama-index openai-api python3 simpledirectoryreader storagecontext vectorstoreindex

Last synced: 16 Nov 2024

https://github.com/mtwn105/webbie

Create Chatbot in Minutes using your data using MindsDB

ai angular bot chatbot gpt gpt-4 javascript langchain llama-index mindsdb mindsdb-api mindsdb-js-sdk nodejs openai

Last synced: 15 Nov 2024

https://github.com/rahulbhoyar1995/coursera-generativeai-with-large-language-models-certification

This repo host the code of course 'Generative AI with Large Language Models' by DeepLearning.ai, delving into advanced techniques of generative artificial intelligence using large language models, focusing on natural language processing and creative applications.

generative-ai gpt-3 langchain llama-index llm python streamlit

Last synced: 15 Nov 2024

https://github.com/whybe-choi/advanced-rag-project

Advanced Dr.KHU using LlamaIndex 🦙

cohere fastapi llama-index playwright-python streamlit

Last synced: 11 Oct 2024

https://github.com/vladokuskov/ai-search-suggestions

Application to generate AI suggestions in addition to regular search results

llama-index mongodb node-js openai

Last synced: 10 Dec 2024