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airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

amazon-bedrock-workshop

This is a workshop designed for Amazon Bedrock a foundational model service.

astro-cli

CLI that makes it easy to create, test and deploy Airflow DAGs to Astronomer

austin_langchain

Austin LangChain

aws-doc-sdk-examples

Welcome to the AWS Code Examples Repository. This repo contains code examples used in the AWS documentation, AWS SDK Developer Guides, and more. For more information, see the Readme.md file below.

aws-ml-workshop-healthcare

Workshop for Predictive healthcare using Python, Databricks, AWS ML, UCI diabetes data

babyagi

clinical_notes_generator

This is a example project to showcase how to consume transcript and generate clinical notes using Large Language Model(LLM)

continuous-eval

Open-Source Evaluation for GenAI Application Pipelines

databricks-ml-examples

datastax-cassandra-python-sdk

dbt_ml

Package for dbt that allows users to train, audit and use BigQuery ML models.

deepseek-coder-v2

DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

document-understanding-solution

Example of integrating & using Amazon Textract, Amazon Comprehend, Amazon Comprehend Medical, Amazon Kendra to automate the processing of documents for use cases such as enterprise search and discovery, control and compliance, and general business process workflow.

dolly

Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform

gen-ai-fine-tune-rag-use-case

GenAI + Airflow. Fine-tuning + RAG pipeline for content generation.

gensim

Topic Modelling for Humans

hallucination-index

Initiative to evaluate and rank the most popular LLMs across common task types based on their propensity to hallucinate.

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.

haystack-cookbook

👩🏻‍🍳 A collection of example notebooks

haystack-experimental

haystack-tutorials

Here you can find all the Tutorials for Haystack 📓

hit-platform-dataops-12factor

jls-ken-spark-nlp-workshop

Public runnable examples of using John Snow Labs' NLP for Apache Spark.

jls-spark-ocr-workshop

Public runnable examples of using John Snow Labs' OCR for Apache Spark.

knowledge_llm

Guide to adding domain knowledge to LLMs

langchain-python

🦜🔗 Build context-aware reasoning applications

llama-agents

llama-lab

llama-recipes

Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger