Cognee

What's Changed
* feat: Eliminate the use of max_chunk_tokens and use a unified max_chunk_size instead [cog-1381] by alekszievr in https://github.com/topoteretes/cognee/pull/626
* feat: productionize ontology solution [COG-1401] by hajdul88 in https://github.com/topoteretes/cognee/pull/623
* fix: expose chunk_size for eval framework [COG-1546] by lxobr in https://github.com/topoteretes/cognee/pull/634
* feat: user authorization [COG-1189] by dexters1 in https://github.com/topoteretes/cognee/pull/593
* feat: instance filter in eval by lxobr in https://github.com/topoteretes/cognee/pull/627
* feat: Add support for ChromaDB by dm1tryG in https://github.com/topoteretes/cognee/pull/622
* feat: Kuzu integration by soobrosa in https://github.com/topoteretes/cognee/pull/628
* fix: fixes naming in chromadb test by hajdul88 in https://github.com/topoteretes/cognee/pull/640
* feat: pipeline steps in eval by lxobr in https://github.com/topoteretes/cognee/pull/641
* chore: Temporarily remove embedding env vars for code graph action by dexters1 in https://github.com/topoteretes/cognee/pull/647
* chore: Remove old eval files [cog-1567] by alekszievr in https://github.com/topoteretes/cognee/pull/649
* chore: deletes error log when there is no collection. Using dynamic c… by hajdul88 in https://github.com/topoteretes/cognee/pull/651
* feat: adds cypher search to retrievers module by hajdul88 in https://github.com/topoteretes/cognee/pull/648
* chore: move ec2 setup file and remove extra steps [cog-1585] by alekszievr in https://github.com/topoteretes/cognee/pull/653
* feat: Updated helm chart image by hajdul88 in https://github.com/topoteretes/cognee/pull/656
* fix: Run mcp cognify and codify as background async task [COG-1647] by dexters1 in https://github.com/topoteretes/cognee/pull/655
* test: test retrievers [cog-1433] by alekszievr in https://github.com/topoteretes/cognee/pull/635
* refactor: reimplement `resolve_edges_to_text` with cleaner formatting by lxobr in https://github.com/topoteretes/cognee/pull/652
* refactor: change tenant parameter to tenant_id by dexters1 in https://github.com/topoteretes/cognee/pull/659
* chore: remove unused dependencies and make some optional by borisarzentar in https://github.com/topoteretes/cognee/pull/661
* fix: human readable logs by soobrosa in https://github.com/topoteretes/cognee/pull/658
* docs: add graph visualization by hande-k in https://github.com/topoteretes/cognee/pull/665
* chore: handle empty distance list in brute force search [cog-1424] by alekszievr in https://github.com/topoteretes/cognee/pull/654
* feat: Adds ontology scientific paper demo by hajdul88 in https://github.com/topoteretes/cognee/pull/662
* feat: Relational db to graph db [COG-1468] by dexters1 in https://github.com/topoteretes/cognee/pull/644
* fix: code cleanup [COG-781] by borisarzentar in https://github.com/topoteretes/cognee/pull/667
* feat: NaturalLanguageRetriever (text2cypher) by dm1tryG in https://github.com/topoteretes/cognee/pull/663
* feat: Add logging to file [COG-1715] by dexters1 in https://github.com/topoteretes/cognee/pull/672
* fix: Resolve issue with MCP server communication by dexters1 in https://github.com/topoteretes/cognee/pull/674
* feat: adds graph completion retriever fix by hajdul88 in https://github.com/topoteretes/cognee/pull/676
* fix: add pipeline_name to PipelineRun and change logging default by borisarzentar in https://github.com/topoteretes/cognee/pull/675
* fix: send UUID node ids instead of strings by borisarzentar in https://github.com/topoteretes/cognee/pull/679

New Contributors
* dm1tryG made their first contribution in https://github.com/topoteretes/cognee/pull/622

**Full Changelog**: https://github.com/topoteretes/cognee/compare/v0.1.34...v0.1.35

What's Changed
* feat: Cline for VSCode demo runs by soobrosa in https://github.com/topoteretes/cognee/pull/631
* chore: update dependencies by hande-k in https://github.com/topoteretes/cognee/pull/630


**Full Changelog**: https://github.com/topoteretes/cognee/compare/v0.1.33...v0.1.34

What's Changed
* feat: integrating evaluation framework into dreamify [COG-1312] by hajdul88 in https://github.com/topoteretes/cognee/pull/562
* feat: Allowing parallel edges in graph projection when using graph completion search by hajdul88 in https://github.com/topoteretes/cognee/pull/599
* feat: Change data models for gemini by dexters1 in https://github.com/topoteretes/cognee/pull/600
* fix: add currying to question_answering_non_parallel by hajdul88 in https://github.com/topoteretes/cognee/pull/602
* chore: Be explicit on extras to install in Docker by soobrosa in https://github.com/topoteretes/cognee/pull/598
* feat: entity brute force triplet search [COG-1325] by lxobr in https://github.com/topoteretes/cognee/pull/589
* feat: Add context evaluation to eval framework [COG-1366] by alekszievr in https://github.com/topoteretes/cognee/pull/586
* Update README.md by Vasilije1990 in https://github.com/topoteretes/cognee/pull/609
* bug: added fix and added my pat by Vasilije1990 in https://github.com/topoteretes/cognee/pull/597
* feat: add regex entity extractor by lxobr in https://github.com/topoteretes/cognee/pull/605
* fix: add proper node labels by borisarzentar in https://github.com/topoteretes/cognee/pull/607
* chore: update readme by hande-k in https://github.com/topoteretes/cognee/pull/614
* chore: update litellm by hande-k in https://github.com/topoteretes/cognee/pull/613
* replace video in readme by hande-k in https://github.com/topoteretes/cognee/pull/617
* feat: added helm clean push by Vasilije1990 in https://github.com/topoteretes/cognee/pull/606
* feat: Demo for relational db with cognee by hibajamal in https://github.com/topoteretes/cognee/pull/620
* feat: COG-1523 add top_k in run_question_answering by lxobr in https://github.com/topoteretes/cognee/pull/625
* Feat: evaluate retrieved context against golden context [cog-1481] by alekszievr in https://github.com/topoteretes/cognee/pull/619
* feat: Small clarifications. by soobrosa in https://github.com/topoteretes/cognee/pull/624

New Contributors
* hibajamal made their first contribution in https://github.com/topoteretes/cognee/pull/620

**Full Changelog**: https://github.com/topoteretes/cognee/compare/v0.1.32...v0.1.33

What's Changed
* fix: Use DataPoint instead of ExtendableDataPoint in get_all_subclasses by lxobr in https://github.com/topoteretes/cognee/pull/588
* feat: Draft ollama test by Vasilije1990 in https://github.com/topoteretes/cognee/pull/566
* feat: add direct llm eval adapter by lxobr in https://github.com/topoteretes/cognee/pull/591
* feat: Add gemini ollama support for cognee-mcp [COG-1408] by dexters1 in https://github.com/topoteretes/cognee/pull/583
* feat: cog-1320 Minimal LLM-Based Entity Extraction by hande-k in https://github.com/topoteretes/cognee/pull/590
* Feat/cog 1331 modal run eval by lxobr in https://github.com/topoteretes/cognee/pull/576
* feat: Change Cognee data models to work with Gemini [COG-1352] by dexters1 in https://github.com/topoteretes/cognee/pull/594
* Revert "feat: Change Cognee data models to work with Gemini [COG-1352]" by dexters1 in https://github.com/topoteretes/cognee/pull/596
* fix: cognee mcp docker [COG-1470] by borisarzentar in https://github.com/topoteretes/cognee/pull/595
* feat: Store descriptive metrics identified by pipeline run id [cog-1260] by alekszievr in https://github.com/topoteretes/cognee/pull/582


**Full Changelog**: https://github.com/topoteretes/cognee/compare/v0.1.31...v0.1.32

What's Changed
* feat: unify retrievers [COG-1365] by lxobr in https://github.com/topoteretes/cognee/pull/572
* test: Add testing of cognee telemetry by dexters1 in https://github.com/topoteretes/cognee/pull/573
* test: eval_framework/evaluation [cog-1234] by alekszievr in https://github.com/topoteretes/cognee/pull/575
* feat: retrieve golden contexts COG-1364 by lxobr in https://github.com/topoteretes/cognee/pull/579
* chore: Add ollama optional depdendency by dexters1 in https://github.com/topoteretes/cognee/pull/584
* feat: Transition to new retrievers, update searches by soobrosa in https://github.com/topoteretes/cognee/pull/585
* fix: tiktoken upgrade by borisarzentar in https://github.com/topoteretes/cognee/pull/587


**Full Changelog**: https://github.com/topoteretes/cognee/compare/v0.1.30...v0.1.31

What's Changed
* fix: notebooks errors by borisarzentar in https://github.com/topoteretes/cognee/pull/565
* fix: test llm connection with gemini by dexters1 in https://github.com/topoteretes/cognee/pull/557
* fix: correctly add nodes to chunks [COG-1370] by lxobr in https://github.com/topoteretes/cognee/pull/568
* test: Parse context pieces separately in MusiqueQAAdapter and adjust tests [cog-1234] by alekszievr in https://github.com/topoteretes/cognee/pull/561
* test: test corpus builder [cog-1234] by alekszievr in https://github.com/topoteretes/cognee/pull/564
* test: Mock file download and open in musique adapter by alekszievr in https://github.com/topoteretes/cognee/pull/571
* fix: entrypoint.sh to not fail on first docker up, improved handling of migrations, signals and errors. by soekja in https://github.com/topoteretes/cognee/pull/546
* teat: quick fix dynamic collection handling in search [COG-1369] by hajdul88 in https://github.com/topoteretes/cognee/pull/567
* feat: use external chunker [cog-1354] by alekszievr in https://github.com/topoteretes/cognee/pull/551
* fix: PostgreSQL database connections by dexters1 in https://github.com/topoteretes/cognee/pull/574
* fix: simplify installation in readme by borisarzentar in https://github.com/topoteretes/cognee/pull/577
* test: answer generation [COG-1234] by alekszievr in https://github.com/topoteretes/cognee/pull/569
* feat: entity completion skeleton [COG-1318] by lxobr in https://github.com/topoteretes/cognee/pull/552
* feat: add experimental cognify pipeline [COG-1293] by lxobr in https://github.com/topoteretes/cognee/pull/541
* feat: add validation to llm env variables by Vasilije1990 in https://github.com/topoteretes/cognee/pull/558
* Test: test eval dashboard generation [COG-1234] by alekszievr in https://github.com/topoteretes/cognee/pull/570
* feat: codegraph improvements and new CODE search [COG-1351] by borisarzentar in https://github.com/topoteretes/cognee/pull/581


**Full Changelog**: https://github.com/topoteretes/cognee/compare/v0.1.29...v0.1.30