An open API service providing repository metadata for many open source software ecosystems.

Topic: "llamaindex"

run-llama/llama_index

LlamaIndex is the leading framework for building LLM-powered agents over your data.

Language: Python - Size: 274 MB - Last synced at: about 12 hours ago - Pushed at: about 15 hours ago - Stars: 41,415 - Forks: 5,895

FlowiseAI/Flowise

Drag & drop UI to build your customized LLM flow

Language: TypeScript - Size: 53.7 MB - Last synced at: about 12 hours ago - Pushed at: about 15 hours ago - Stars: 37,891 - Forks: 19,729

huggingface/agents-course

This repository contains the Hugging Face Agents Course.

Language: Jupyter Notebook - Size: 26.5 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 16,963 - Forks: 1,116

run-llama/rags

Build ChatGPT over your data, all with natural language

Language: Python - Size: 156 KB - Last synced at: 25 days ago - Pushed at: about 1 year ago - Stars: 6,449 - Forks: 662

Arize-ai/phoenix

AI Observability & Evaluation

Language: Jupyter Notebook - Size: 301 MB - Last synced at: about 2 hours ago - Pushed at: about 2 hours ago - Stars: 5,553 - Forks: 413

ragapp/ragapp

The easiest way to use Agentic RAG in any enterprise

Language: TypeScript - Size: 2.73 MB - Last synced at: 1 day ago - Pushed at: 3 months ago - Stars: 4,210 - Forks: 476

getzep/zep 📦

Zep | The Memory Foundation For Your AI Stack

Language: Go - Size: 16.7 MB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 3,263 - Forks: 478

run-llama/LlamaIndexTS

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

Language: TypeScript - Size: 75.6 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2,580 - Forks: 426

run-llama/llama_deploy

Deploy your agentic worfklows to production

Language: Python - Size: 6.45 MB - Last synced at: about 10 hours ago - Pushed at: 8 days ago - Stars: 2,002 - Forks: 224

LazyAGI/LazyLLM

Easiest and laziest way for building multi-agent LLMs applications.

Language: Python - Size: 8.4 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 1,648 - Forks: 95

datawhalechina/handy-ollama

动手学Ollama,CPU玩转大模型部署,在线阅读地址:https://datawhalechina.github.io/handy-ollama/

Language: Jupyter Notebook - Size: 61.5 MB - Last synced at: 22 days ago - Pushed at: 2 months ago - Stars: 1,539 - Forks: 202

signerlabs/Klee

Secure and local AI on your desktop with a built-in RAG knowledge base and Markdown note support.

Language: TypeScript - Size: 16.8 MB - Last synced at: 25 days ago - Pushed at: about 2 months ago - Stars: 1,527 - Forks: 118

SamurAIGPT/GPT-Agent

🚀 Introducing 🐪 CAMEL: a game-changing role-playing approach for LLMs and auto-agents like BabyAGI & AutoGPT! Watch two agents 🤝 collaborate and solve tasks together, unlocking endless possibilities in #ConversationalAI, 🎮 gaming, 📚 education, and more! 🔥

Language: JavaScript - Size: 161 KB - Last synced at: 23 days ago - Pushed at: about 2 years ago - Stars: 1,176 - Forks: 113

LLPhant/LLPhant

LLPhant - A comprehensive PHP Generative AI Framework using OpenAI GPT 4. Inspired by Langchain

Language: PHP - Size: 1.58 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 1,152 - Forks: 118

ritchieng/deep-learning-wizard

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, Apptainer, and more.

Language: Python - Size: 69.6 MB - Last synced at: 22 days ago - Pushed at: 3 months ago - Stars: 835 - Forks: 234

onlyphantom/llm-python

Large Language Models (LLMs) tutorials & sample scripts, ft. langchain, openai, llamaindex, gpt, chromadb & pinecone

Language: Jupyter Notebook - Size: 2.13 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 814 - Forks: 282

apocas/restai

RESTai is an AIaaS (AI as a Service) open-source platform. Built on top of LlamaIndex & Langchain. Supports any public LLM supported by LlamaIndex and any local LLM suported by Ollama/vLLM/etc. Precise embeddings usage and tuning. Built-in image generation (Dall-E, SD, Flux) and dynamic loading generators.

Language: Python - Size: 38 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 420 - Forks: 76

LangStream/langstream

LangStream. Event-Driven Developer Platform for Building and Running LLM AI Apps. Powered by Kubernetes and Kafka.

Language: Java - Size: 118 MB - Last synced at: 23 days ago - Pushed at: 10 months ago - Stars: 414 - Forks: 33

Arize-ai/openinference

OpenTelemetry Instrumentation for AI Observability

Language: Python - Size: 6.6 MB - Last synced at: about 2 hours ago - Pushed at: about 3 hours ago - Stars: 398 - Forks: 84

SamurAIGPT/LlamaIndex-course

Learn to build and deploy AI apps.

Language: Jupyter Notebook - Size: 243 KB - Last synced at: 29 days ago - Pushed at: almost 2 years ago - Stars: 345 - Forks: 33

palico-ai/palico-ai

Build, Improve Performance, and Productionize your LLM Application with an Integrated Framework

Language: TypeScript - Size: 13.7 MB - Last synced at: 14 days ago - Pushed at: 5 months ago - Stars: 339 - Forks: 27

grll/mcpadapt

Unlock 650+ MCP servers tools in your favorite agentic framework.

Language: Python - Size: 4.2 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 306 - Forks: 28

JSv4/Delphic 📦

Starter App to Build Your Own App to Query Doc Collections with Large Language Models (LLMs) using LlamaIndex, Langchain, OpenAI and more (MIT Licensed)

Language: Python - Size: 23.1 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 292 - Forks: 53

rokbenko/ai-playground

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

Language: Python - Size: 150 MB - Last synced at: 4 days ago - Pushed at: 25 days ago - Stars: 267 - Forks: 67

jlonge4/local_llama

This repo is to showcase how you can run a model locally and offline, free of OpenAI dependencies.

Language: Python - Size: 71.3 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 265 - Forks: 45

towardsai/ai-tutor-rag-system

This is a repository for the course "From Beginner to LLM Developer" by Towards AI.

Language: Jupyter Notebook - Size: 16.3 MB - Last synced at: 2 days ago - Pushed at: 7 days ago - Stars: 192 - Forks: 53

neoneye/PlanExe

AI planner similar to OpenAI's deep research

Language: Python - Size: 2.34 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 152 - Forks: 22

onlybooks/llm

LLM을 활용한 실전 AI 애플리케이션 개발

Language: Jupyter Notebook - Size: 4.47 MB - Last synced at: 26 days ago - Pushed at: about 1 month ago - Stars: 148 - Forks: 116

ammirsm/llamaindex-omakase-rag

This project enhances the construction of RAG applications by addressing challenges, improving accessibility, scalability, and managing data and user access. It uses Django, Llamaindex, and Google Drive for effective database management.

Language: Python - Size: 533 KB - Last synced at: 28 days ago - Pushed at: about 1 year ago - Stars: 141 - Forks: 16

adithya-s-k/RAG-SaaS

⚡Ship RAG Solutions Quickly and effortlessly

Language: TypeScript - Size: 1.17 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 128 - Forks: 18

aiplaybookin/novice-ChatGPT

ChatGPT API Usage using LangChain, LlamaIndex, Guardrails, AutoGPT and more

Language: Jupyter Notebook - Size: 57.2 MB - Last synced at: 15 days ago - Pushed at: 9 months ago - Stars: 125 - Forks: 18

marklysze/LlamaIndex-RAG-WSL-CUDA

Examples of RAG using Llamaindex with local LLMs - Gemma, Mixtral 8x7B, Llama 2, Mistral 7B, Orca 2, Phi-2, Neural 7B

Language: Jupyter Notebook - Size: 316 KB - Last synced at: 22 days ago - Pushed at: about 1 year ago - Stars: 125 - Forks: 13

sauravjoshi23/towards-agi

A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)

Language: Jupyter Notebook - Size: 4.62 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 124 - Forks: 29

timescale/vector-cookbook

Timescale Vector Cookbook. A collection of recipes to build applications with LLMs using PostgreSQL and Timescale Vector.

Language: Jupyter Notebook - Size: 8.52 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 111 - Forks: 40

Otman404/local-rag-llamaindex

Local llamaindex RAG to assist researchers quickly navigate research papers

Language: Python - Size: 1.67 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 100 - Forks: 18

olonok69/LLM_Notebooks

Notebooks and Code about Generative Ai, LLMs, MLOPS, NLP , CV and Graph databases

Language: Jupyter Notebook - Size: 351 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 100 - Forks: 30

AstraBert/PapersChat

An agentic AI application that allows you to chat with your papers and gather also information from papers on ArXiv and on PubMed

Language: Python - Size: 229 KB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 98 - Forks: 25

DocAILab/XRAG

XRAG: eXamining the Core - Benchmarking Foundational Component Modules in Advanced Retrieval-Augmented Generation

Language: Python - Size: 10.2 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 93 - Forks: 14

tomasonjo-labs/text2cypher_llama_agent

A collection of LlamaIndex Workflows-powered agents that convert natural language to Cypher queries designed to retrieve information from a Neo4j database to answer the question with included benchmark data.

Language: Jupyter Notebook - Size: 497 KB - Last synced at: 1 day ago - Pushed at: 3 months ago - Stars: 80 - Forks: 17

bennyschmidt/ragdoll

The library for character-driven AI experiences.

Language: JavaScript - Size: 315 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 75 - Forks: 2

kyosek/RAG-based-job-search-assistant

linkedin-jobs-RAG

Language: Python - Size: 5.14 MB - Last synced at: 10 days ago - Pushed at: about 1 year ago - Stars: 75 - Forks: 14

run-llama/mcp-server-llamacloud

A MCP server connecting to managed indexes on LlamaCloud

Language: JavaScript - Size: 142 KB - Last synced at: 24 days ago - Pushed at: about 1 month ago - Stars: 69 - Forks: 11

ArtisanCloud/BrainX

BrainX 是一个智能系统,分析各种媒体格式,整合到知识库,并生成定制内容,包括机器人、洞察和媒体。它旨在为用户提供个性化和自动化的解决方案。

Language: TypeScript - Size: 9.9 MB - Last synced at: 9 days ago - Pushed at: 27 days ago - Stars: 59 - Forks: 9

GPTStonks/gptstonks

GPTStonks is a financial chatbot powered by LLMs and enhanced with data frameworks. It provides natural language conversation capabilities for financial topics, making it an ideal choice for a wide range of financial applications.

Language: Python - Size: 1.93 MB - Last synced at: 6 days ago - Pushed at: 4 months ago - Stars: 55 - Forks: 4

DS4SD/quackling 📦

Build document-native LLM applications

Language: Python - Size: 944 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 46 - Forks: 1

neondatabase/examples

Examples and code snippets demonstrating common ways of integrating Neon with various frameworks and languages.

Language: TypeScript - Size: 1.43 MB - Last synced at: 5 days ago - Pushed at: 11 days ago - Stars: 45 - Forks: 14

dcarpintero/llamaindexchat

LLM Chatbot w/ Retrieval Augmented Generation using Llamaindex. It demonstrates how to impl. chunking, indexing, and source citation.

Language: Python - Size: 12.6 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 43 - Forks: 6

AstraBert/ragcoon

Agentic RAG to help you build a startup🚀

Language: Python - Size: 354 KB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 41 - Forks: 11

AstraBert/diRAGnosis

Diagnose the performance of your RAG🩺

Language: Python - Size: 214 KB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 35 - Forks: 3

docprompt/Docprompt

Enterprise-ready Document Analysis with Large Language Models

Language: Python - Size: 11.4 MB - Last synced at: 10 days ago - Pushed at: 7 months ago - Stars: 35 - Forks: 2

jondoescoding/awesome-ai-agents

A collection of awesome web2 and web3 AI agents and workflows using OpenAI compatible LLMs.

Language: Python - Size: 1.93 MB - Last synced at: 12 days ago - Pushed at: about 2 months ago - Stars: 33 - Forks: 7

PropsAI/agentserve

A framework for hosting and scaling AI agents.

Language: Python - Size: 65.4 KB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 33 - Forks: 5

madarco/ragrabbit

Open Source, Self-Hosted, AI Search and LLM.txt for your website

Language: TypeScript - Size: 6.84 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 32 - Forks: 6

wzdavid/ThinkRAG

A LLM RAG system runs on your laptop.

Language: Python - Size: 3.98 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 30 - Forks: 5

AstraBert/ingest-anything

From data to vector database effortlessly

Language: Python - Size: 5.97 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 28 - Forks: 4

softwares-compound/Neocadmium

Smart log analysis and debugging assistant for backend developers

Language: Makefile - Size: 33.2 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 27 - Forks: 6

codingforentrepreneurs/talk-to-django

Learn how to talk to Django as any human should -- e.g. Semantic Search and Text-to-SQL.

Language: Jupyter Notebook - Size: 99.6 KB - Last synced at: 29 days ago - Pushed at: 9 months ago - Stars: 27 - Forks: 8

IBM/watsonx-developer-hub

Examples and guides for building Gen AI applications on the watsonx platform.

Language: Python - Size: 1020 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 26 - Forks: 12

AstraBert/resume-matcher

Match your resume with a job, effortlessly

Language: Python - Size: 236 KB - Last synced at: 4 days ago - Pushed at: 12 days ago - Stars: 23 - Forks: 3

gurveervirk/ToK

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

Language: Python - Size: 2.18 MB - Last synced at: 4 days ago - Pushed at: 5 months ago - Stars: 22 - Forks: 2

JakeFurtaw/Chat-RAG

Uses a Gradio interface to stream coding related responses from local and cloud based large language models. Pulls context from GitHub Repos and local files.

Language: Python - Size: 3.67 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 21 - Forks: 2

AI-ANK/ai-equity-research-analyst

An AI-powered equity research analyst demo using Large Language Models to analyze 10-K filings of renowned NYSE listed companies.

Language: Python - Size: 14.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 21 - Forks: 13

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

Language: Rust - Size: 3.04 MB - Last synced at: 6 days ago - Pushed at: 7 months ago - Stars: 19 - Forks: 3

muzammildafedar/store-GetQuery-vectors-openai-js

This repository contains code for how to store and query your own data using OpenAI Embeddings and Supabase using JavaScript.

Language: JavaScript - Size: 12.7 KB - Last synced at: 6 days ago - Pushed at: 11 months ago - Stars: 19 - Forks: 0

Tab-SE/embedding_playbook

This playbook teaches you how to compose Tableau's varied product capabilities into applications that thrill customers, coworkers and friends!

Language: JavaScript - Size: 164 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 18 - Forks: 10

Anil-matcha/LlamaIndex-tutorials

Overview and tutorials of the LlamaIndex Library

Language: Jupyter Notebook - Size: 7.81 KB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 0

jayita13/GenerativeAI

GenAI Experimentation

Language: Jupyter Notebook - Size: 3.86 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 17 - Forks: 9

aishwaryaprabhat/BigBertha

BigBertha is an architecture design that demonstrates how automated LLMOps (Large Language Models Operations) can be achieved on any Kubernetes cluster using open source container-native technologies 🌟

Language: Python - Size: 7.16 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 3

SciPhi-AI/RAG-Performance

Measuring RAG solutions throughput and latency

Language: Python - Size: 48.7 MB - Last synced at: 26 days ago - Pushed at: 10 months ago - Stars: 16 - Forks: 6

Haste171/llamaindex-retrieval-api

API to load and query documents using RAG

Language: Python - Size: 10.7 KB - Last synced at: about 24 hours ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 3

oztrkoguz/RAG-Framework-Evaluation

This project aims to compare different Retrieval-Augmented Generation (RAG) frameworks in terms of speed and performance.

Language: Python - Size: 289 KB - Last synced at: 30 days ago - Pushed at: 9 months ago - Stars: 14 - Forks: 0

jiafeiandarianagrande/Instagram-Agent

Instagram-Agent is a versatile Python tool designed for automating interactions on Instagram, such as liking photos, following users, and commenting on posts. It utilizes the Instagram API to streamline the process of engaging with content, saving users time and effort in managing their social media presence.

Size: 1000 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 13 - Forks: 0

AhmedAl93/multimodal-semantic-RAG

A RAG system designed to process documents with multimodal content. It can generate factual, context-aware answers to user queries, based on the documents texts, tables, figures, ...

Language: Python - Size: 2.44 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 12 - Forks: 0

tade0726/ato_chatbot

Australian Tax Office (ATO) chatbot using LlamaIndex RAG and OpenAI. Features automated documentation processing with ZenML pipelines, Qdrant vector storage, and Streamlit interface. Built for accurate tax information retrieval and natural language query processing.

Language: Python - Size: 804 KB - Last synced at: 26 days ago - Pushed at: 5 months ago - Stars: 12 - Forks: 1

romilandc/llama-index-RAG

A RAG implementation on Llama Index using Qdrant vector stores as storage. Take some pdfs, store them in the db, use LLM to inference, enjoy.

Language: Python - Size: 24.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 1

Azure-Samples/llama-index-vector-search-javascript

A sample app for the Retrieval-Augmented Generation pattern using LlamaIndex.ts, running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences using your own data.

Language: TypeScript - Size: 2.79 MB - Last synced at: 29 days ago - Pushed at: 2 months ago - Stars: 11 - Forks: 3

z-zeechung/next-next-chat

A large model app. Integrating various capabilities. Highly scalable, Highly compatible.

Language: JavaScript - Size: 126 MB - Last synced at: 23 days ago - Pushed at: 2 months ago - Stars: 11 - Forks: 2

Clearedge-AI/clearedge

Build a RAG preprocessing pipeline

Language: Jupyter Notebook - Size: 24.7 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 0

MarioCSilva/RAG_QA_LLM

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

Language: Jupyter Notebook - Size: 253 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 1

Azure-Samples/llama-index-azure-code-interpreter

Serverless RAG application with LlamaIndex and code interperter on Azure Container Apps

Language: TypeScript - Size: 1.79 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 10 - Forks: 3

AstraBert/zapgit

Automate Your GitHub Flows with MCP!

Language: Python - Size: 30.3 KB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 10 - Forks: 0

Zakk-Yang/nexusync

Intuitive RAG system on top of LllamaIndex

Language: Jupyter Notebook - Size: 9.08 MB - Last synced at: 8 days ago - Pushed at: 6 months ago - Stars: 10 - Forks: 3

tyrell/llm-ollama-llamaindex-bootstrap

Designed for offline use, this RAG application template is based on Andrej Baranovskij's tutorials. It offers a starting point for building your own local RAG pipeline, independent of online APIs and cloud-based LLM services like OpenAI.

Language: Python - Size: 360 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 6

marklysze/LlamaIndex-RAG-Linux-CUDA

Examples of RAG using Llamaindex with local LLMs in Linux - Gemma, Mixtral 8x7B, Llama 2, Mistral 7B, Orca 2, Phi-2, Neural 7B

Language: Jupyter Notebook - Size: 175 KB - Last synced at: 22 days ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 4

zhiguoxu/flowx

A lightweight framework for building LLM applications, with similar interface as LangChain, but more concise internal implementation.

Language: Python - Size: 1.53 MB - Last synced at: 27 days ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 3

alisonmitchell/Biomedical-Knowledge-Graph

Information extraction from unstructured text to build a knowledge graph using techniques from traditional NLP to pre-trained transformers and LLMs for NER and Linking, and Relation Extraction.

Language: Jupyter Notebook - Size: 26.3 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 8 - Forks: 0

tonykipkemboi/streamlit_pycon24_tutorial

Streamlit tutorial presentation for PyCon 2024

Language: Python - Size: 1.88 MB - Last synced at: about 2 hours ago - Pushed at: 9 months ago - Stars: 8 - Forks: 1

santhalakshminarayana/doppalf

Doppalf is a RAG powered AI chat bot application

Language: TypeScript - Size: 684 KB - Last synced at: 28 days ago - Pushed at: 11 months ago - Stars: 8 - Forks: 1

pogzyb/tourist

Open-source, LLM-ready SERP and web scraping service

Language: Python - Size: 412 KB - Last synced at: 25 days ago - Pushed at: 6 months ago - Stars: 7 - Forks: 0

mongodb-developer/quickstart-rag-python

This Python project demonstrates semantic search using MongoDB and two different LLM frameworks: LangChain and LlamaIndex. The goal is to load documents from MongoDB, generate embeddings for the text data, and perform semantic searches using both LangChain and LlamaIndex frameworks.

Language: Jupyter Notebook - Size: 21.5 KB - Last synced at: 29 days ago - Pushed at: 11 months ago - Stars: 7 - Forks: 1

RAGformation/RAGformation

Tailored cloud solutions based on use case, cost, and preferences using natural language with Agentic AI to research, design, price, diagram, and report an optimized result.

Language: Python - Size: 1.48 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 6 - Forks: 0

Adesoji1/RAG-System

Simple RAG system using LlamaIndex

Language: Python - Size: 42 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 6 - Forks: 1

prsdm/rag-recipes

Language: Jupyter Notebook - Size: 313 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 5 - Forks: 1

praj2408/Smart-Marketing-Assistant-Crew-AI

The Smart Marketing Assistant is an innovative project that leverages AI agents to automate tasks within an Instagram marketing workflow. This project aims to streamline and optimize various marketing activities, providing users with a powerful tool to enhance their social media strategies.

Language: Python - Size: 168 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 5 - Forks: 0

PipiHi0926/llm-course-zh

大型語言模型(LLM)的讀書會內容code部分整理,此github提供簡單、免費、易實作code範例,並由淺入深帶你一步步了解如何基於python建置LLM流程、部屬功能等

Language: Jupyter Notebook - Size: 61.9 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 0

samarth777/AgentInception

AgentInception simplifies the creation of AI Agents using YAML configuration files. Ideal for building specialized agents , AgentInception lets you focus on functionality without the hassle of boilerplate code.

Language: Python - Size: 502 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 0

drskennedy/qa-kgraph

Querying private documents with LlamaIndex knowledge graphs and local LLM via LlamaCPP

Language: Python - Size: 623 KB - Last synced at: 29 days ago - Pushed at: 9 months ago - Stars: 5 - Forks: 1

machinelearningzuu/LLM-in-Production

Welcome to the "LLM in Production" repository! This project aims to provide a comprehensive guide and resources for deploying and managing Large Language Models (LLMs) in production environments.

Language: Jupyter Notebook - Size: 2.9 MB - Last synced at: 13 days ago - Pushed at: 11 months ago - Stars: 5 - Forks: 0

kilimanj4r0/SAIRA

SAIRA Project, Generative Artificial Intelligence, Fall 2023, Innopolis University

Language: Jupyter Notebook - Size: 3.85 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

MatanyaP/llamaindex-streamlit-demo

Language: Python - Size: 2.93 KB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 1