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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: 14 May 2025

https://github.com/langfuse/langfuse

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

analytics autogen evaluation 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: 13 May 2025

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/comet-ml/opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

langchain llama-index llm llm-evaluation llm-observability llmops open-source openai playground prompt-engineering

Last synced: 13 May 2025

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: 13 May 2025

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: 24 Mar 2025

https://github.com/run-llama/llamaindexts

Data framework for your LLM applications. Focus on server side solution

agent chatbot claude-ai create-llama embedding groq-ai javascript llama llama-index llama3 llamaindex llm node nodejs openai react typescript

Last synced: 14 May 2025

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: 15 May 2025

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: 18 Mar 2025

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: 31 Mar 2025

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: 13 Mar 2025

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

Desktop AI Assistant powered by o1, o3, GPT-4, GPT-4 Vision, Gemini, Claude, Llama 3, DeepSeek, Bielik, DALL-E, 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 chatbot claude dalle-3 deepseek desktop-app gemini gpt-4 gpt-4-vision llama-index llama3 llm o1 o3-mini ollama openai perplexity

Last synced: 14 May 2025

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: 15 May 2025

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: 16 May 2025

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: 03 Apr 2025

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: 15 May 2025

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: 24 Mar 2025

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: 11 May 2025

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: 05 Apr 2025

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: 13 Mar 2025

https://github.com/benthecoder/ClassGPT

ChatGPT for lecture slides

chatgpt gpt langchain llama-index openai python

Last synced: 12 May 2025

https://github.com/benthecoder/classgpt

ChatGPT for lecture slides

chatgpt gpt langchain llama-index openai python

Last synced: 21 Apr 2025

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: 07 Apr 2025

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

A non-official CLI for Llama Index Parser

llama-index llama-parse

Last synced: 13 Apr 2025

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: 08 Apr 2025

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

Higher performance OpenAI LLM service than vLLM serve: A pure C++ high-performance OpenAI LLM service implemented with GPRS+TensorRT-LLM+Tokenizers.cpp, supporting chat and function call, AI agents, distributed multi-GPU inference, multimodal capabilities, and a Gradio chat interface.

ai-agent chatglm deepseek-r1 function-call internvideo internvl2 janus-pro llama-index llama3 llm minicpm-v multi-modal olmocr openai phi qwen2 qwen2-vl qwq tensorrt-llm

Last synced: 06 Apr 2025

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/gabacode/chatPDF

Load a PDF file and ask questions via llama_index and GPT

chatbot chatgpt llama-index pdf

Last synced: 03 May 2025

https://github.com/NetEase-Media/grps_trtllm

【高性能OpenAI LLM服务】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 deepseek-r1 function-call internvl2 llama-index llama3 llm multi-modal openai qwen-vl qwen2 qwen2-vl tensorrt-llm

Last synced: 18 Feb 2025

https://github.com/redis-developer/agentic-rag

Complete example of how to build an Agentic RAG architecture with Redis, Amazon Bedrock, and LlamaIndex.

agents ai21labs amazon-bedrock amazon-titan genai-chatbot llama-index rag redis testcontainers vector-search

Last synced: 07 Apr 2025

https://github.com/slidespeak/slidespeak-backend

Backend for SlideSpeak. Create PowerPoints with AI. Get summaries, ask questions, create presentations and more.

chatgpt langchain llama-index llm mongodb pinecone python

Last synced: 09 Apr 2025

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: 01 May 2025

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: 04 Mar 2025

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: 26 Apr 2025

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: 07 Apr 2025

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: 06 Mar 2025

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: 10 Apr 2025

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: 14 Apr 2025

https://github.com/blairhudson/fastapi-agents

A FastAPI extension for integrating common AI agent frameworks.

agents fastapi llama-index pydantic-ai smolagents

Last synced: 14 Apr 2025

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: 30 Mar 2025

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: 18 Jan 2025

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: 28 Apr 2025

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: 02 May 2025

https://github.com/sergiopaniego/rag_local_tutorial

Simple RAG tutorials that can be run locally or using Google Colab (only Pro version).

google-colab langchain llama-index llm ollama open-source rag tutorial whisper

Last synced: 07 May 2025

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: 12 Jan 2025

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

Overview and tutorials of the LlamaIndex Library

llama-index llamaindex llamaindex-tutorials tutorial

Last synced: 02 May 2025

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: 06 May 2025

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: 18 Apr 2025

https://github.com/denniszielke/agentic-playground

This is an AI agent playground to demonstrate different agent orchestration patterns and capabilities

autogen genai github langchain llama-index semantic-kernel

Last synced: 22 Mar 2025

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: 12 Jan 2025

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: 24 Jan 2025

https://github.com/slidespeak/slidespeak-webapp

Frontend for SlideSpeak. Chat with any PowerPoint file. Ask questions, get summaries and more.

ai chatbot chatgpt llama-index nextjs powerpoint pptx tailwindcss

Last synced: 09 Apr 2025

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: 15 Apr 2025

https://github.com/benitomartin/multimodal-youtube-recipes

Multimodal Recipe Recommender using Qdrant, LlamaIndex, and Google Gemini

gemini google-cloud-platform jupyter-notebook llama-index python qdrant

Last synced: 31 Dec 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: 09 Apr 2025

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/zakk-yang/ollama-rag

A programming framework for knowledge management

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

Last synced: 12 Apr 2025

https://github.com/seeed-projects/rag_based_on_jetson

This project has implemented the RAG function on Jetson and supports TXT and PDF document formats. It uses MLC for 4-bit quantization of the Llama2-7b model, utilizes ChromaDB as the vector database, and connects these features with Llama_Index. I hope you like this project.

chromadb jetson llama-index llama2-7b mlc

Last synced: 31 Dec 2024

https://github.com/xlisp/learn-llama-index

learn llama_index step by step

gpt langchain llama-index python

Last synced: 28 Apr 2025

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: 23 Apr 2025

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: 20 Jan 2025

https://github.com/lh0x00/docsifer

Docsifer is a powerful tool for converting various data formats into Markdown for applications such as indexing, text analysis, and more. It supports PDF, PowerPoint, Word, Excel, Images, Audio, HTML, and other text-based formats, and leverages LLMs to enhance performance.

analysis autogen chunking docsier documents emeddings indexing langchain llama-index markdown markitdown rag text-embeddings text-processing vector-database

Last synced: 23 Apr 2025

https://github.com/kimtth/azure-openai-llm-cookbook

🐳 Azure OpenAI LLM Cookbook (Unofficial) 🪂 100+ Sample Code Collection 🧪 Organized by topic for quick reference.

agent anthropic azure azure-openai chatgpt cookbook demo gemini langchain langgraph llama-index llm openai rag

Last synced: 07 Apr 2025

https://github.com/lh0x00/lightweight-embeddings

LightweightEmbeddings is a fast, free, and unlimited API service for multilingual embeddings and reranking, with support for both text and images and guaranteed uptime.

autogen embeddings huggingface image-embeddings langchain llama-index multilingual rag reranking sentence-transformers text-embeddings vector

Last synced: 28 Apr 2025

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: 20 Mar 2025

https://github.com/javaidiqbal11/advanced-rag-llm-approaches

This repo is build to facilitate the state-of-the-art RAGs approaches with it's use cases and detailed descriptions.

gpt-4 langchain llama-index llm rag

Last synced: 30 Jan 2025

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/mark-rosss/retriever_in_rag

This project is a PDF Question Answering App that enables users to upload any PDF and ask questions about its content. Using a retriever-augmented generation (RAG) approach, it efficiently retrieves relevant information and generates human-like answers, powered by Streamlit and Google Generative AI.

api chatbot faiss faiss-vector-database google-generative-ai huggingface-embeddings langchain large-language-models llama-index pypdf2 python retreival-augmented-generation retrieval-augmented-generation vectorsto

Last synced: 04 Apr 2025

https://github.com/javaidiqbal11/advanced-rag-approaches

This repo is build to facilitate the state-of-the-art RAGs approaches with it's use cases and detailed descriptions.

gpt-4 langchain llama-index llm rag

Last synced: 03 Jan 2025

https://github.com/chihaya-yuka/infinity-square

A supercomputer simulated by a large language model provides you with a comfortable experimental experience. NOTE: DON'T PUT TOO MUCH FAITH IN NUMERICAL RESULTS.

agent april-2025 april-fools cyber deep-learning joke llama-index llm

Last synced: 09 Apr 2025

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: 31 Dec 2024

https://github.com/machinelearningzuu/advanced-rag-experiments

Explore the cutting-edge world of advanced retriever and generator (RAG) models through the "Advanced-RAG-Experiments" repository. This collection of Jupyter notebooks and experiments is designed to provide a deep dive into the capabilities and nuances of advanced RAG models in the field of natural language processing.

langchain large-language-models llama-index natural-language-processing python

Last synced: 12 Apr 2025

https://github.com/lynixtaxic/docsifer

Docsifer is a powerful tool for converting various data formats into Markdown for applications such as indexing, text analysis, and more. It supports PDF, PowerPoint, Word, Excel, Images, Audio, HTML, and other text-based formats, and leverages LLMs to enhance performance.

analysis autogen chunking docsier documents emeddings indexing langchain llama-index markdown markitdown rag text-embeddings text-processing vector-database

Last synced: 23 Apr 2025

https://github.com/ravikumarmn/simple-llamaindex-agent

A FastAPI-based application that combines a Retrieval-Augmented Generation (RAG) system with an intelligent agent for enhanced information retrieval and query handling.

ai-agents langchain llama-index pinecone rag streamlit

Last synced: 18 Feb 2025

https://github.com/moashour93/construction_private_gpt

A versatile document query chatbot powered by GPT-4ALL and Llama, supporting multi-format document ingestion and efficient retrieval using embeddings and ChromaDB. Ideal for transforming unstructured data into insights interactively.

chatbot chromadb documents gpt4all llama llama-index python queries rag

Last synced: 04 Apr 2025