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Start building and deploying Python packages and Docker images for MLOps tasks.
High accuracy RAG for answering questions from scientific documents with citations
AI-Driven Research Assistant: An advanced multi-agent system for automating complex research processes. Leveraging LangChain, OpenAI GPT, and LangGraph, this tool streamlines hypothesis generation,…
fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.
A cookiecutter template for creating a custom Web app that combines SvelteKit and FastAPI
To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…
This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.
Speech To Speech: an effort for an open-sourced and modular GPT4-o
Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot
RAG (Retrieval-Augmented Generation) Chatbot Examples Using PyMuPDF
MARS5 speech model (TTS) from CAMB.AI
Build AI Assistants with memory, knowledge and tools.
DSPy: The framework for programming—not prompting—foundation models
Deep Reinforcement Learning: Zero to Hero!
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
LLocalSearch is a completely locally running search aggregator using LLM Agents. The user can ask a question and the system will use a chain of LLMs to find the answer. The user can see the progres…
Build a Perplexity-Inspired Answer Engine Using Next.js, Groq, Llama-3, Langchain, OpenAI, Upstash, Brave & Serper
CVE cache of the official CVE List in CVE JSON 5 format
🦜⛏️ Did you say you like data?
A guidance language for controlling large language models.
A framework for prompt tuning using Intent-based Prompt Calibration
A CNN trained on rock-paper-scissors images, with notebooks to test it, edit and add new dataset images
A lambda function making use of a fine tuned ChatGPT3 model to guess CPEs based on NVD analysis descriptions
A set of over 5500 free MIT-licensed high-quality SVG icons for you to use in your web projects.
A static site generator for data apps, dashboards, reports, and more. Observable Framework combines JavaScript on the front-end for interactive graphics with any language on the back-end for data a…