Ajith-Shenoy
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Reliable RAG setup that uses Semantic Double Merging Chunking from llamaindex, Qdrant Hybrid Search, colBERT for reranking and Google Gemini as LLM.
All the code and materials related to our YouTube channel (TwoSetAI)
A fully custom chatbot built with Agentic RAG (Retrieval-Augmented Generation), combining OpenAI models with a local knowledge base for accurate, context-aware, and explainable responses. Features …
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, ...
agent-from-scratch is a Python-based repository designed for developers and researchers interested in understanding the inner workings of single and multi-agent systems
A high-quality tool for convert PDF to Markdown and JSON.一站式开源高质量数据提取工具，将PDF转换成Markdown和JSON格式。
NVIDIA AI Blueprint for multimodal PDF data extraction for enterprise RAG
Prompt-To-Agent : Create custom engineering agents for your codebase
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
Everything you need to know to build your own RAG application
Build, Improve Performance, and Productionize your LLM Application with an Integrated Framework
Performing, evaluating and tracking advanced Retrieval Augmented Generation methods ft. AzureML & LlamaIndex
A collection of notebooks/recipes showcasing usecases of open-source models with Together AI.
Up Your Bus Number: A Primer for Reproducible Data Science
High-performance retrieval engine for unstructured data
ROSA 🤖 is an AI Agent designed to interact with ROS1- and ROS2-based robotics systems using natural language queries. ROSA helps robot developers inspect, diagnose, understand, and operate robots.
A python module to repair invalid JSON, commonly used to parse the output of LLMs
The book every data scientist needs on their desk.
A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.
A roadmap to guide you through mastering SQL for Data Science in just 6 weeks for free
this project will bootstrap and scaffold the projects for specific semantic search and RAG applications along with regular boiler plate code.
Convert PDF to markdown + JSON quickly with high accuracy
wandbot is a technical support bot for Weights & Biases' AI developer tools that can run in Discord, Slack, ChatGPT and Zendesk
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry