DanielWarfield1 / MLWritingAndResearchLinks
Notebook Examples used in machine learning writing and research
☆87Updated 4 months ago
Alternatives and similar repositories for MLWritingAndResearch
Users that are interested in MLWritingAndResearch are comparing it to the libraries listed below
Sorting:
- Maximizing the Performance of a Simple RAG using RL☆90Updated 10 months ago
- This repository contains a pipeline for fine-tuning Large Language Models (LLMs) for Text-to-SQL conversion using General Reward Proximal…☆44Updated 9 months ago
- A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)☆126Updated 2 years ago
- Jupyter notebooks for course Building and Evaluating Advanced RAG Applications, taught by Jerry Liu (Co-founder and CEO of LlamaIndex) an…☆49Updated 2 years ago
- RAG with Knowledge Graph☆38Updated last year
- Build Enterprise RAG (Retriver Augmented Generation) Pipelines to tackle various Generative AI use cases with LLM's by simply plugging co…☆117Updated last year
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasets☆197Updated last year
- Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"☆239Updated 4 months ago
- 7 query strategies for navigating knowledge graphs with LlamaIndex☆44Updated 2 years ago
- Repository for “PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers”, NAACL24☆151Updated last year
- Simple introduction to LLM Agents☆140Updated last year
- Learn to build and customize multi-agent systems using the AutoGen. The course teaches you to implement complex AI applications through a…☆131Updated last year
- ☆118Updated last year
- ☆75Updated last year
- Contains Google Colab or Jupyter notebooks, as well as other associated files for my Medium blogposts.☆36Updated 3 weeks ago
- ☆147Updated last year
- collection of text2cypher datasets, evaluations, and finetuning instructions☆223Updated last year
- Model, Code & Data for the EMNLP'23 paper "Making Large Language Models Better Data Creators"☆137Updated 2 years ago
- Repository to demonstrate Chain of Table reasoning with multiple tables powered by LangGraph☆148Updated last year
- Implementation and evaluation of multimodal RAG with text and image inputs for industrial applications☆67Updated last year
- Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]☆88Updated last year
- Fine-tune an LLM to perform batch inference and online serving.☆120Updated 8 months ago
- A semantic research engine to get relevant papers based on a user query. Application frontend with Chainlit Copilot. Observability with L…☆81Updated last year
- Sample notebooks and prompts for LLM evaluation☆159Updated 3 months ago
- ☆107Updated 10 months ago
- Integrating knowledge graphs (KG) with large language models (LLM)☆188Updated 2 weeks ago
- Examples of RAG using LangChain with local LLMs - Mixtral 8x7B, Llama 2, Mistral 7B, Orca 2, Phi-2, Neural 7B☆40Updated 2 years ago
- Code for Medium blog posts☆107Updated 2 weeks ago
- This is the official repository for Auto-RAG.☆232Updated 6 months ago
- DSPY on action with OpenSource LLMs.☆103Updated last year