polya's repositories
AgentKit
An intuitive LLM prompting framework for multifunctional agents, by explicitly constructing a complex "thought process" from simple natural language prompts.
auto-code-rover
Autonomous program improvement
AutoRAG
RAG AutoML Tool - Find optimal RAG pipeline for your own data.
Best-AI-Agents
A list of top AI agents
create-tsi
Create-tsi is a generative AI RAG toolkit which generates AI Applications with low code.
dify
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.
Gemini-agent-example
An examples code to make langchain agents without openai API key (Google Gemini), Completely free unlimited and open source, run it yourself on website.
GenerativeAIExamples
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
goku
GenAIOps on Kubernetes: A reference architecture for running GenAI at scale on Kubernetes using OSS tooling
ipex-llm
Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, ModelScope, etc.
Llama-3-ORPO-Fine-Tuning
Llama 3 ORPO Fine Tuning on A100 in Colab Pro.
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.
llmflows
LLMFlows - Simple, Explicit and Transparent LLM Apps
milvus
A cloud-native vector database, storage for next generation AI applications
NeMo-Guardrails
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
nextjs_vps
NextJS VPS Example
OpenFactVerification
Open-source solution designed to automate the process of verifying factuality
parler-tts
Inference and training library for high-quality TTS models.
PraisonAI
PraisonAI application combines AutoGen and CrewAI or similar frameworks into a low-code solution for building and managing multi-agent LLM systems, focusing on simplicity, customisation, and efficient human-agent collaboration.
RAG-lloco
The official repo for "LLoCo: Learning Long Contexts Offline"
reader
Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/
rill
Rill is a tool for effortlessly transforming data sets into powerful, opinionated dashboards using SQL. BI-as-code.
supermemory
Build your own second brain with supermemory. It's a ChatGPT for your bookmarks. Import tweets or save websites and content using the chrome extension.
wing
A programming language for the cloud ☁️ A unified programming model, combining infrastructure and runtime code into one language ⚡