Cognee

New Features

Enhanced Text Processing Capabilities:
Customizable models for classification, summarization, and labeling have been introduced to extend the versatility of our text analytics.

Better Graph Integration and Visualization:
We have revamped our graph logic. Introduced comprehensive support for multiple graph database types including but not limited to Neo4j and NetworkX, enhancing integration and scalability.
New functions for graph rendering, color palette generation, and dynamic graph visualization to help you better visualize data relationships and structures.

DSPy Module
You can now train your graph generation query on a dataset and visualize the results with the dspy module.

What's Changed
* Moved notebooks by Vasilije1990 in https://github.com/topoteretes/cognee/pull/60
* Added docs by Vasilije1990 in https://github.com/topoteretes/cognee/pull/61
* Add research page by Vasilije1990 in https://github.com/topoteretes/cognee/pull/62
* Added docs by Vasilije1990 in https://github.com/topoteretes/cognee/pull/63
* Update research.md by eltociear in https://github.com/topoteretes/cognee/pull/67
* Update the README.md by Josephrp in https://github.com/topoteretes/cognee/pull/68
* Local embeddings + ollama by Vasilije1990 in https://github.com/topoteretes/cognee/pull/64
* Improve processing, update networkx client, and Neo4j, and dspy by Vasilije1990 in https://github.com/topoteretes/cognee/pull/69

New Contributors
* eltociear made their first contribution in https://github.com/topoteretes/cognee/pull/67
* Josephrp made their first contribution in https://github.com/topoteretes/cognee/pull/68

**Full Changelog**: https://github.com/topoteretes/cognee/compare/v.0.1.1...v.0.1.3

What's Changed
* Updated docs and README
* Local embeddings + ollama local models support

New Contributors - Thank you!
* eltociear made their first contribution in https://github.com/topoteretes/cognee/pull/67
* Josephrp made their first contribution in https://github.com/topoteretes/cognee/pull/68

**Full Changelog**: https://github.com/topoteretes/cognee/compare/v.0.1.1...v0.1.2


v.0.1.1
- Removed old code
- Removed langchain
- Added weaviate

What's Changed
* Urgent fix deployment by Vasilije1990 in https://github.com/topoteretes/cognee/pull/95
* Updates to the configs by Vasilije1990 in https://github.com/topoteretes/cognee/pull/96
* feat: frontend redesign by borisarzentar in https://github.com/topoteretes/cognee/pull/97
* refactored CONTRIBUTE.md by sVujke in https://github.com/topoteretes/cognee/pull/99
* add_cl_graphs() fixed - config change - graph model -> KnowledgeGraph by sVujke in https://github.com/topoteretes/cognee/pull/101
* fix: enable sdk and fix config by borisarzentar in https://github.com/topoteretes/cognee/pull/102

New Contributors
* sVujke made their first contribution in https://github.com/topoteretes/cognee/pull/99

**Full Changelog**: https://github.com/topoteretes/cognee/compare/v0.1.8...v0.1.9

Cognee library is out

1. Uses dlt to load files from 28 supported sources
2. Manages data loads and dependencies
3. Creates graphs based on user-provided pydantic models
4. Added semantic network and graph decomposition into multilayer network
5. Provides initial vector search type

v.0.0.3
This release contains the first release of cognee

The service is now able to:
1. Store and access public memories based on documents uploaded
2. Store and access personal memories
3. Deployable to AWS as a service
4. Refactored with major improvements to speed and reliability

Cognitive Architecture - Initial test framework for RAGs