What's New in the Latest Release

User & Document Management Enhancements

• Enhanced document management with synchronized document info, efficient document chunk fetching, and revamped document ingestion.
• Added new endpoints for deleting users, deleting documents, and updating documents to streamline management.

Hybrid Search Implementation

• Introduced hybrid search combining semantic and keyword search for improved accuracy and relevance over ingested files.

Analytics Integration

• Added comprehensive analytics to monitor and analyze application performance and usage.

Standardized API Endpoints

• Standardized and cleaned up API endpoints to ensure consistency and reliability across the application.

What's Changed

• Added and patched config serialization and loader.
• Built the builder and added R2R builder.
• Fixed streaming issues.
• Added ingestion version updates and multi-search feature.
• Refreshed documentation and README.
• Added R2R app architecture diagrams.
• Fixed image links for Vercel deployment.
• Refactored logging and run ID management.
• Cleaned up images in documentation.
• Handled errors for local development.

Full Changelog: v0.2.03...v0.2.04

Summary:

This pull iteration implements minor fixes including boolean value corrections, document ID updates, removal of unused config parameters, and enhancements in error handling and logging across the R2R project.

Key points:

• Corrected boolean values for streaming in various bash commands.
• Updated document IDs in example scripts for consistency.
• Removed sampling_fraction from configuration files.
• Enhanced error handling and logging in pipeline and pipe classes.
• Introduced async context managers for better run ID and run information management.

Minor changes to v0.2.01 which had the following release notes -

Summary:

This pull iteration implements minor fixes including boolean value corrections, document ID updates, removal of unused config parameters, and enhancements in error handling and logging across the R2R project.

Key points:

• Corrected boolean values for streaming in various bash commands.
• Updated document IDs in example scripts for consistency.
• Removed sampling_fraction from configuration files.
• Enhanced error handling and logging in pipeline and pipe classes.
• Introduced async context managers for better run ID and run information management.

Summary:

This pull iteration implements minor fixes including boolean value corrections, document ID updates, removal of unused config parameters, and enhancements in error handling and logging across the R2R project.

Key points:

• Corrected boolean values for streaming in various bash commands.
• Updated document IDs in example scripts for consistency.
• Removed sampling_fraction from configuration files.
• Enhanced error handling and logging in pipeline and pipe classes.
• Introduced async context managers for better run ID and run information management.

About

This commit represents a major overhaul of the R2R framework. Many changes have been made to improve modularity and default capabilities.

Key Features

• 🔧 Build: Use the framework to build arbitrary asynchronous pipelines.
• 🚀 Deploy: Instantly launch production-ready asynchronous RAG pipelines with streaming capabilities.
• 🧩 Customize: Tailor your multimodal pipeline with intuitive configuration files.
• 🔌 Extend: Enhance your pipeline with custom code integrations.
• 🤖 OSS: Benefit from a framework developed by the open-source community, designed to simplify RAG deployment.

What's Changed

• cleanups by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/279
• Feature/fix pip cmd quotes by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/280
• Feature/fix pip cmd quotes by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/281
• Feature/clarify local tut by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/282
• Feature/fix default name by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/283
• broken link in tutorial fixed by @Aashish-Upadhyay-101 in https://github.com/SciPhi-AI/R2R/pull/285
• Feature/fix broken build by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/286

New Contributors

• @Aashish-Upadhyay-101 made their first contribution in https://github.com/SciPhi-AI/R2R/pull/285

Full Changelog: https://github.com/SciPhi-AI/R2R/compare/v0.1.31...v0.1.32

What's Changed

• Feature/fix broken links by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/271
• Feature/tweak docs by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/272
• Update .env.example by @gravitronics in https://github.com/SciPhi-AI/R2R/pull/274
• Feature/add local llama tut by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/278

New Contributors

• @gravitronics made their first contribution in https://github.com/SciPhi-AI/R2R/pull/274

Full Changelog: https://github.com/SciPhi-AI/R2R/compare/v0.1.30...v0.1.31

What's Changed

• Feature/flake and fix by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/266
• Feature/fix providers page rebased by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/267
• Fix typo by @shreyaspimpalgaonkar in https://github.com/SciPhi-AI/R2R/pull/268
• Feature/set parea default by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/269
• fix deps by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/270

New Contributors

• @shreyaspimpalgaonkar made their first contribution in https://github.com/SciPhi-AI/R2R/pull/268

Full Changelog: https://github.com/SciPhi-AI/R2R/compare/v0.1.29...v0.1.30

What's Changed

• Refactor examples for readability by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/247
• Update docs for the basic exmaple by @jiajunxu in https://github.com/SciPhi-AI/R2R/pull/252
• Emrgnt cmplxty patch 1 by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/253
• Revert "Emrgnt cmplxty patch 1" by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/254
• Emrgnt cmplxty patch 2 by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/255
• fix by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/256
• tweak the client by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/257
• fix metadata by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/259
• fix metadata by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/260
• feat(ExaClient): integrate Exa API into project by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/261
• Feature/improve docs rebased by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/263
• Update README.md by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/264
• Add llamacpp! by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/265

New Contributors

• @jiajunxu made their first contribution in https://github.com/SciPhi-AI/R2R/pull/252

Full Changelog: https://github.com/SciPhi-AI/R2R/compare/v0.1.28...v0.1.29

What's Changed

• fix: update the basic example client to use correct port for example app by @sp6370 in https://github.com/SciPhi-AI/R2R/pull/205
• nextra-docs-prerender by @jcllobet in https://github.com/SciPhi-AI/R2R/pull/213
• improved theme by @jcllobet in https://github.com/SciPhi-AI/R2R/pull/215
• improved description by @jcllobet in https://github.com/SciPhi-AI/R2R/pull/216
• fix: Updated black to 24.3.0 by @sauravpanda in https://github.com/SciPhi-AI/R2R/pull/211
• Feature/add reducto pipeline rebased by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/217
• update docs by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/218
• Patch/broken doc buld 1 by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/219
• broken logo fix by @jcllobet in https://github.com/SciPhi-AI/R2R/pull/220
• add doc agent by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/221
• Patch/log api key by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/222
• fix by @jcllobet in https://github.com/SciPhi-AI/R2R/pull/223
• modify stream to perform eval by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/224
• up by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/225
• Feature/add more logging by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/226
• Feature/mod logging settings by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/227
• Feature/remove logging conf by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/228
• Feature/try sync eval by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/229
• Feature/fix app stream by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/233
• Feature/change eval to post by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/234
• Feature/use https query by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/235
• Feature/add app docs by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/236
• patch bug in method type by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/239
• Feature/add vector db docs by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/240
• Feature/add vector db docs by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/241
• Emrgnt cmplxty patch 1 by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/243
• patch evaluated logs by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/245

New Contributors

• @sp6370 made their first contribution in https://github.com/SciPhi-AI/R2R/pull/205

Full Changelog: https://github.com/SciPhi-AI/R2R/compare/v0.1.27...v0.1.28

What's Changed

• Update run_client.py by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/148
• Dev by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/179
• fix pydantic breaking change by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/180
• adding build main seq by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/182
• adding build main seq by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/183
• Feature/tweak docker build by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/184
• Feature/tweak docker build by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/185
• Feature/iterate on docker by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/186
• Feature/post eval to self by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/187
• Patch/fix app logic and missed commit by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/188
• move to get by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/189
• add get uniq by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/190
• add get uniq by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/191
• Feature/fix get all by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/192
• adding an e2e example by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/194
• Feature/fix html parse bug by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/195
• fix html bug by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/196
• Feature/add docs by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/197
• Feature/add docs by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/198
• Feature/reorder by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/199
• Feature/fix nextra docs name by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/201
• rebase ingestion strategy by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/202
• Feature/move to adapter model rebased by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/203
• Ionic WIP by @owensims1 in https://github.com/SciPhi-AI/R2R/pull/193

New Contributors

• @owensims1 made their first contribution in https://github.com/SciPhi-AI/R2R/pull/193

Full Changelog: https://github.com/SciPhi-AI/R2R/compare/v0.1.26...v0.1.27

What's Changed

• Update publish-to-pypi.yml by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/139
• fix get logs functionality by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/141
• Adding redis logging support by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/142
• refactor(logging): rename variables and classes, remove classes, improve error handling, and update classes by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/143

Full Changelog: https://github.com/SciPhi-AI/R2R/compare/v0.1.24...v0.1.26

What's Changed

• optimize docker by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/118
• Fix broken app.py by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/136
• Fix postgres logging bug by @emrgnt-cmplxty in https://github.com/SciPhi-AI/R2R/pull/138

Full Changelog: https://github.com/SciPhi-AI/R2R/compare/v0.1.23...v0.1.24

Adding streaming

Still iterating quickly, with this release we fix some file path issues when running the examples from pypi download.