[PR #9290] [CLOSED] automated_ragas allow to automate the evaluation of a set of paramete… #45399

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GiteaMirror · 2026-04-29T19:44:32-05:00

GiteaMirror commented

2026-04-29 19:44:32 -05:00

📋 Pull Request Information

Original PR: https://github.com/open-webui/open-webui/pull/9290
Author: @brunob31880
Created: 2/3/2025
Status: ❌ Closed

Base: dev ← Head: automated_ragas

📝 Commits (1)

06de9aa automated_ragas allow to automate the evaluation of a set of parameters in openwebui through RAGAS

📊 Changes

15 files changed (+1666 additions, -1 deletions)

View changed files

📝 backend/open_webui/config.py (+22 -0)
📝 backend/open_webui/env.py (+1 -0)
📝 backend/open_webui/main.py (+16 -0)
➕ backend/open_webui/ragas/utils.py (+406 -0)
➕ backend/open_webui/routers/ragas.py (+146 -0)
📝 backend/open_webui/routers/retrieval.py (+61 -1)
📝 backend/requirements.txt (+4 -0)
➕ src/lib/apis/ragas/index.ts (+194 -0)
📝 src/lib/components/admin/Settings.svelte (+25 -0)
➕ src/lib/components/admin/Settings/Ragas.svelte (+136 -0)
➕ src/lib/components/workspace/Ragas.svelte (+635 -0)
📝 src/lib/constants.ts (+1 -0)
📝 src/lib/stores/index.ts (+2 -0)
📝 src/routes/(app)/workspace/+layout.svelte (+12 -0)
➕ src/routes/(app)/workspace/ragas/+page.svelte (+5 -0)

📄 Description

Reference to discussion

Ragas Integration #8494 : https://github.com/open-webui/open-webui/discussions/8494

Before submitting, make sure you've checked the following:

Description:

The modification allows you to store the results of an evaluation in a folder, with the aim of later running the RAGAS algorithm on them. You fill in the questions, ground truth model, and documents for your evaluation, then click the button to launch it. This method provides a systematic way to evaluate, using RAGAS, the relevance of a set of parameters.

Note: The section for launching the RAGAS calculation has been commented out. To integrate RAGAS directly into the project, you would need to modify the uvicorn launch command to include the argument --loop asyncio.

Dependency

langchain_openai
And you must fill in the .env your openai key.

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/open-webui/open-webui/pull/9290 **Author:** [@brunob31880](https://github.com/brunob31880) **Created:** 2/3/2025 **Status:** ❌ Closed **Base:** `dev` ← **Head:** `automated_ragas` --- ### 📝 Commits (1) - [`06de9aa`](https://github.com/open-webui/open-webui/commit/06de9aafd4346b629f06cdff8dd071895da8774b) automated_ragas allow to automate the evaluation of a set of parameters in openwebui through RAGAS ### 📊 Changes **15 files changed** (+1666 additions, -1 deletions) <details> <summary>View changed files</summary> 📝 `backend/open_webui/config.py` (+22 -0) 📝 `backend/open_webui/env.py` (+1 -0) 📝 `backend/open_webui/main.py` (+16 -0) ➕ `backend/open_webui/ragas/utils.py` (+406 -0) ➕ `backend/open_webui/routers/ragas.py` (+146 -0) 📝 `backend/open_webui/routers/retrieval.py` (+61 -1) 📝 `backend/requirements.txt` (+4 -0) ➕ `src/lib/apis/ragas/index.ts` (+194 -0) 📝 `src/lib/components/admin/Settings.svelte` (+25 -0) ➕ `src/lib/components/admin/Settings/Ragas.svelte` (+136 -0) ➕ `src/lib/components/workspace/Ragas.svelte` (+635 -0) 📝 `src/lib/constants.ts` (+1 -0) 📝 `src/lib/stores/index.ts` (+2 -0) 📝 `src/routes/(app)/workspace/+layout.svelte` (+12 -0) ➕ `src/routes/(app)/workspace/ragas/+page.svelte` (+5 -0) </details> ### 📄 Description # Reference to discussion Ragas Integration #8494 : https://github.com/open-webui/open-webui/discussions/8494 **Before submitting, make sure you've checked the following:** # Description: The modification allows you to store the results of an evaluation in a folder, with the aim of later running the RAGAS algorithm on them. You fill in the questions, ground truth model, and documents for your evaluation, then click the button to launch it. This method provides a systematic way to evaluate, using RAGAS, the relevance of a set of parameters. Note: The section for launching the RAGAS calculation has been commented out. To integrate RAGAS directly into the project, you would need to modify the uvicorn launch command to include the argument --loop asyncio. ## Dependency langchain_openai And you must fill in the .env your openai key. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2026-04-29 19:44:32 -05:00

GiteaMirror closed this issue

2026-04-29 19:44:37 -05:00

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Reference: github-starred/open-webui#45399