ashish's starred repositories
system-design
Learn how to design systems at scale and prepare for system design interviews
quivr
Your GenAI Second Brain 🧠 A personal productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, that you can share with users ! Local & Private alternative to OpenAI GPTs & ChatGPT powered by retrieval-augmented generation.
haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
PowerInfer
High-speed Large Language Model Serving on PCs with Consumer-grade GPUs
ollama-webui
ChatGPT-Style Web UI Client for Ollama 🦙
genai-stack
Langchain + Docker + Neo4j + Ollama
mermaid-cli
Command line tool for the Mermaid library
webi-installers
Primary and community-submitted packages for webinstall.dev
fully-local-pdf-chatbot
Yes, it's another chat over documents implementation... but this one is entirely local!
obsidian-local-gpt
Local GPT assistance for maximum privacy and offline access
LLM-Benchmark-Logs
Just a bunch of benchmark logs for different LLMs
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
Ollama-Colab-Integration
Jupyter Notebooks for Ollama integration
OllamaPlayground
Various files of sometimes useful code snippits to use with Ollama
ausnog-2023
Prometheus for Network Engineers - AusNOG Presentation