Labs for the "Build an agentic LLM assistant on AWS" workshop. A step by step agentic llm assistant development workshop using serverless three-tier architecture.
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Updated
Jun 6, 2024 - Jupyter Notebook
Labs for the "Build an agentic LLM assistant on AWS" workshop. A step by step agentic llm assistant development workshop using serverless three-tier architecture.
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
Links to my repositories, where I implement a wide variety of Natural Language Processing models using TensorFlow and Hugging Face.
Minimalist web-searching app with an AI assistant that runs directly from your browser. Uses Web-LLM, Ratchet-ML, Wllama and SearXNG. Demo: https://felladrin-minisearch.hf.space
Build and deploy a fully-featured, observable user-facing RAG backend in minutes.
🔍 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.
Indonesian Question Answering and Question Generation using Transformers
Harness LLMs with Multi-Agent Programming
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
Question Generation Using NLP
Train Llama 2 & 3 on the SQuAD v2 task as an example of how to specialize a generalized (foundation) model.
Flexible classic and NeurAl Retrieval Toolkit
Unofficial (Golang) Go bindings for the Hugging Face Inference API
All code used in my Master's Thesis: Stolen Attention in Transformers. Includes a PyTorchLightning implementation of a transformer and relevant training scripts. Checkpoints and data sources not included.
A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/
State of the Art Natural Language Processing
Empathic Machine Processors for Inclusion (EMPI)
The codebase for the book "AI-Powered Search" (Manning Publications, 2024)
A custom RAG pipeline for document QA from PDF/DOCX documents, in Android
🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications.
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