v3.6.5

What's Changed

• Context for rag tool and extended thinking with non-claude models by @nPeppon in #2210
• Ensure that passed collection ID is set in chunk creation by @NolanTrem in #2209
• r2r k8s manifests with kustomize by @qdrddr in #2150

New Contributors

• @nPeppon made their first contribution in #2210
• @qdrddr made their first contribution in #2150

Full Changelog: v3.6.4...v3.6.5

v3.6.4

What's Changed

• update CharacterTextSplitter to correct package by @zhengwj533 in #2199
• Fix setting non-default project name by @NolanTrem in #2201
• Remove mp4 reference by @NolanTrem in #2205
• Fix incorrect project name by @NolanTrem in #2206
• add prompt args by @zhengwj533 in #2202

Full Changelog: v3.6.3...v3.6.4

v3.6.3

What's Changed

• Fix community summary errors where openai returns non xml entity strings by @NolanTrem in #2196
• Fix middleware for containers by @NolanTrem in #2197

Full Changelog: v3.6.2...v3.6.3

v3.6.2

What's Changed

• fix(ollama): correct API base URL for Ollama integration by @minatoaquaMK2 in #2186
• Update Unstructured, make partition request async by @NolanTrem in #2187
• Allow for Dynamic Project Names by @NolanTrem in #2191
• Bump LiteLLM by @NolanTrem in #2190
• Update search_file_knowledge.py to fix filtering issue by @saifbeiruty in #2192
• Remove SciPhi Cloud references by @NolanTrem in #2193
• Clean up orchestration and utils layout by @NolanTrem in #2194
• More workflow refactors, cleanups by @NolanTrem in #2195

New Contributors

• @minatoaquaMK2 made their first contribution in #2186
• @saifbeiruty made their first contribution in #2192

Full Changelog: v3.6.1...v3.6.2

v3.6.1

A few small bug fixes and updates to the latest generation of OpenAI models for default LLMs.

What's Changed

• fix: update Supabase token retrieval to remove unnecessary await by @suysoftware in #2166
• Fix Firecrawl API call, web_page_search_results by @NolanTrem in #2180
• Update models, add check for empty chunks by @NolanTrem in #2185

Full Changelog: v3.6.0...v3.6.1

v3.6.0

R2R version 3.6.0 introduces a number of highly requested features:

• S3 File Provider Support: Introduces S3 as a file provider, giving an alternative to Postgres Large Objects. See documentation: https://r2r-docs.sciphi.ai/self-hosting/configuration/file-storage
• User-Defined Agent Tooling: Allows users to define custom tools, which the agent can use. See the cookbook here: https://r2r-docs.sciphi.ai/cookbooks/custom-tools
• Custom Log Formatting: Allows user-defined log formatting.
• Expanded Error Handling: Introduces R2RClientException, in addition to the existing R2RException; allows for a clearer differentiation to be made between client and server-side issues.
• Synced Python Async and Sync Clients: Cleans up some drift that occurred between the two SDK clients.

Breaking Changes:
Changes the behavior of the async client to pass just the file name—rather than the entire file path—which changes how the UUID of a file is generated. This was the default behavior in the sync client for some time, which potentially induced bugs/breaking changes that were not noted.

For example, if you uploaded a file from /home/user/documents/report.pdf:
Before: The server would receive the file with the identifier /home/user/documents/report.pdf
After: The server only receives the file with the identifier report.pdf

What's Changed

• Remove cruft related to configs by @NolanTrem in #2176
• Support Custom Log Formatting by @NolanTrem in #2175
• Add S3 File Provider by @NolanTrem in #2164
• Refactor Agent Tools, Allow User-Defined Tool Definitions by @NolanTrem in #2162
• Synchronize Async and Sync Python SDK, Add R2RClientException by @NolanTrem in #2174
• Release 3.6.0 by @NolanTrem in #2179

Full Changelog: v3.5.19...v3.6.0

v3.5.19

What's Changed

• Remove bad example supported file, uncomment ingestion tests by @NolanTrem in #2167
• Remove Docker Logging Configuration by @NolanTrem in #2168
• Add support for processing multiple messages in RetrievalClient by @suysoftware in #2169
• Fix: Add support for Halfwidth and Fullwidth Forms in BasicPDFParser by @MORIMOTO520212 in #2170
• No timeout by default, only for VLM PDF parsing for now by @NolanTrem in #2172
• Clean up CI/CD Warnings by @NolanTrem in #2173

Full Changelog: v3.5.18...v3.5.19

v3.5.18

What's Changed

• Add owner_only filter on collections by @NolanTrem in #2163

Full Changelog: v3.5.17...v3.5.18

v3.5.17

What's Changed

• Resolve CSV export column mismatch for relationships and communities by @NolanTrem in #2158
• feat: add disable_create_extension database setting by @christophwitzko in #2156
• Update Supabase authentication methods and dependencies by @suysoftware in #2128
• Expose max tokens to sample for VLM by @NolanTrem in #2159

Full Changelog: v3.5.16...v3.5.17

v3.5.16

Fixes some bugs/oddities around verification workflows and speeds up VLM ingestion by introducing a sliding window rather than solely batching.

What's Changed

• Expand user management flow to allow super user to set verification by @NolanTrem in #2154
• Faster VLM Ingestion by @NolanTrem in #2157

Full Changelog: v3.5.15...v3.5.16