microsoft/rag-experiment-accelerator

Issues

• Replace fuzzywuzzy and some textdistance evals with rapidfuzz

  #708 opened 2 months ago by prvenk
  1

• rag-experiment-accelerator package installation fails on PromptFlow due to dependency conflicts

  #755 opened 2 months ago by KKulma
  0

• [peer-review-pal] Repository Review for Commit #290bd0ecdde69903f6792d281f4afc6e6604f09c

  #754 opened 2 months ago by julia-meshcheryakova
  0

• enable image and table data ingestion, indexing and search as part of Multi-modal RAG

  #703 opened 3 months ago by ritesh-modi
  1

• Add source to pdf doc metadata

  #735 opened 2 months ago by beandrad
  0

• pip install custom_environment/rag_experiment_accelerator-0.9-py3-none-any.whl fails

  #734 opened 2 months ago by KKulma
  0

• [Refactoring] Pass config to `load_<format>_files()` methods

  #732 opened 2 months ago by beandrad
  0

• Read a PDF file and if it has images then it should be converted into embededdings and stored with AI Search

  #725 opened 2 months ago by ritesh-modi
  0

• Test Extracting a table from a PDF

  #729 opened 2 months ago by letemptt
  1

• Evaluate Unstructured PDF Reader Library

  #727 opened 2 months ago by letemptt
  0

• add new Search Features like Filtering,(pre, post), generate dynamic rich metadata (like summary, title, keywords, entities etc) along with usage of Query Profiles

  #685 opened 3 months ago by ritesh-modi
  1

• Add promptflow-evals quality metrics as an alternative to ragas

  #707 opened 3 months ago by prvenk
  1

• Add support for shortening dimensions in new OpenAI embeddings models

  #503 opened 3 months ago by tomconte
  0

• PRs from Forks won't have Access to Secrets

  #452 opened 8 months ago by martinpeck
  1

• Enforce json schema for config.json

  #543 opened 3 months ago by guybartal
  0

• Log all config hyper parameters to mlflow tags

  #480 opened 3 months ago by guybartal
  0

• Add bicep code for Azure Document Intelligence.

  #448 opened 3 months ago by shivam-51
  0

• Bring better Q&A generation capabilities

  #505 opened 7 months ago by quovadim
  0

• Modularize REA repository

  #524 opened 7 months ago by Lep06fg
  0

• index_name is cut off to 128 characters

  #684 opened 3 months ago by julia-meshcheryakova
  0

• Reconstruct CI/CD pipeline for different scenarios including local and Azure ML execution

  #522 opened 7 months ago by Lep06fg
  1

• Integrate the best experiment (prompt Flow) with LLMOps for automated deployment

  #669 opened 4 months ago by ritesh-modi
  0

• Scenario based sample evaluation

  #526 opened 7 months ago by Lep06fg
  0

• Scenario based sample configuration

  #525 opened 7 months ago by Lep06fg
  0

• Add RAFT capabilities, fine-tuning and inference

  #527 opened 7 months ago by Lep06fg
  0

• Generate Prompt Flow inference pipeline based on the best experiment configuration

  #668 opened 4 months ago by ritesh-modi
  0

• [Bug] Sampling fails with ValueError: [E1041] Expected a string, Doc,

  #487 opened 4 months ago by guybartal
  0

• Extend metric reporting such that confidence intervals are also computed and displayed. Confidence interval computation should leverage recent frameworks like prediction-powered inference to combine AI-based metrics (like LLM-based metrics) with human evaluations.

  #597 opened 6 months ago by dmavroeid
  0

• Implement appropriate methods that can estimate confidence intervals for metrics leveraging recent methods for combining AI-based metrics with human annotations

  #596 opened 6 months ago by dmavroeid
  0

• Add groundedness evaluation metric

  #573 opened 6 months ago by kcortinas
  0

• Consolidate and refactor configuration based on RAG Triad

  #523 opened 7 months ago by Lep06fg
  1

• Implementing Checkpoints for Azure ML

  #491 opened 7 months ago by yuvalyaron
  0

• Generate the json deployment file in the pre-commit hook

  #519 opened 7 months ago by ross-p-smith
  1

• Documentation around why SpacyEvaluator is used

  #551 opened 7 months ago by pkt1583
  0

• Separate each search type into its own mlflow run to allow comparison using Azure ML / mlflow

  #540 opened 7 months ago by guybartal
  0

• Table Chunking

  #432 opened 7 months ago by Lep06fg
  1

• Custom PdfLoader implementation support

  #539 opened 7 months ago by pkt1583
  0

• adding metadata for documents loaded in a central module / class

  #434 opened 8 months ago by guybartal
  0

• Set up secrets for Dependabot

  #455 opened 8 months ago by julia-meshcheryakova
  0

• DeployResourcesWithIsolatedNetwork is missing default value.

  #515 opened 7 months ago by ross-p-smith
  0

• Config.sample.json does not reflect all of the new config values

  #507 opened 7 months ago by shanepeckham
  0

• Part 2: Bicep script to manage access to resources in isolated network

  #466 opened 8 months ago by jedheaj314
  0

• Azure CLI Deployment Example Error

  #486 opened 7 months ago by andrewDoing
  0

• 02_qa_generation fails with exception

  #485 opened 8 months ago by seekerofsai
  1

• Bicep deployment template lacks an embedding model

  #492 opened 7 months ago by andrewDoing
  0

• Adding Checkpoint usage to additional steps (already implemented for 01_index)"

  #490 opened 7 months ago by yuvalyaron
  0

• Make current preprocess step optional

  #451 opened 7 months ago by guybartal
  0

• Azure Document Intelligence model is not configurable

  #447 opened 8 months ago by shivam-51
  0

• Missing env var in template for azure key vault endpoint

  #438 opened 8 months ago by LizaShak
  0

• AzureML pipeline: Add step for qna generation

  #435 opened 8 months ago by tanya-borisova
  0