rag-experiment-accelerator
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microsoft
The RAG Experiment Accelerator is a versatile tool designed to expedite and facilitate the process of conducting experiments and evaluations using Azure Cognitive Search and RAG pattern.
**As a RAG Experiment Accelerator user** I would like to have a meaningful, hierarchy based config file structure SO I would be able to **easily understand** the different features and...
closes #480 ### This PR includes 1. Log all hyper parameters to mlflow 2. Config refactoring - lowercase for all attributes as those are not constants (match coding conventions) 3....
Bumps [langchain](https://github.com/langchain-ai/langchain) from 0.1.16 to 0.1.19. Release notes Sourced from langchain's releases. langchain==0.1.19 Release langchain==0.1.19 Package-specific release note generation coming soon. langchain==0.1.17 Release langchain==0.1.17 Package-specific release note generation coming soon....
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Bumps [azureml-core](https://github.com/Azure/MachineLearningNotebooks) from 1.55.0.post2 to 1.56.0. Commits See full diff in compare view [](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter...
Bumps [openai](https://github.com/openai/openai-python) from 1.23.6 to 1.25.2. Release notes Sourced from openai's releases. v1.25.2 1.25.2 (2024-05-05) Full Changelog: v1.25.1...v1.25.2 Documentation readme: fix misleading timeout example value (#1393) (3eba8e7) v1.25.1 1.25.1 (2024-05-02)...
**Scenario:** RAG-based knowledge chat - Prepare a Python notebook containing sample data generated by running the accelerator. This notebook should demonstrate how to utilize the obtained metrics, generate histograms, and...
Closes #487 fixed a bug with spaCy reading the sampled content. Added documentation steps and check to see if run locally as opposed to on AML.
closes #505 Prompts are moved into subclass, better prompts for text generation added, chain-of-thought capabilities added for prompt Main new features are: - Added native and automatic support for JSON...
# Resolves #186 This PR introduces a checkpointing feature to skip the processing of data that has already been processed in previous runs. A checkpoint object is used to wrap...
