Docindex

What's Changed
* Add pydantic_parser parameter to retrieve_and_generate by KevKibe in https://github.com/KevKibe/docindex/pull/44
* Fix: GooglePineconeIndexer class by KevKibe in https://github.com/KevKibe/docindex/pull/45
* Update package version to 0.9.0 by KevKibe in https://github.com/KevKibe/docindex/pull/46


**Full Changelog**: https://github.com/KevKibe/docindex/compare/v0.8.0...v0.9.0

Description
- `get_reranker_method` optimized to run in constant_time, O(1).
- Dependabot configuration.
What's Changed
* Create dependabot.yml by KevKibe in https://github.com/KevKibe/docindex/pull/28
* fix: run tests on pull_request_target by KevKibe in https://github.com/KevKibe/docindex/pull/34
* Fix test workflow by KevKibe in https://github.com/KevKibe/docindex/pull/35
* Chore(dependencies): Fix Dependabot workflow by KevKibe in https://github.com/KevKibe/docindex/pull/36
* chore(dependabot): add permissions field by KevKibe in https://github.com/KevKibe/docindex/pull/37
* Chore(dependabot): Fix dependabot test workflow by KevKibe in https://github.com/KevKibe/docindex/pull/38
* Update: Optimize get reranker method to run in constant time complexity by KevKibe in https://github.com/KevKibe/docindex/pull/39
* Update package version by KevKibe in https://github.com/KevKibe/docindex/pull/40


**Full Changelog**: https://github.com/KevKibe/docindex/compare/v0.7.0...v0.8.0

New Features
Introducing intergration with reranking models from [AnswerDotAI's rerankers](https://github.com/AnswerDotAI/rerankers) inside the retrieve_and_generate step.

What's Changed
* Refactor: Move `create_index`, `delete_index`, `doc_model`, `config` sub-modules into utils module. by KevKibe in https://github.com/KevKibe/docindex/pull/22
* Add reranking step to `retrieve_and_generate` method in the Indexer classes by KevKibe in https://github.com/KevKibe/docindex/pull/23
* chore(README): add rerank_model parameter to example by KevKibe in https://github.com/KevKibe/docindex/pull/24


**Full Changelog**: https://github.com/KevKibe/docindex/compare/v0.6.0...v0.7.0

New Features
- **RAG Retriever Integration**: You can now set up a RAG (Retrieval Augmented Generation) retriever with sources using your vectorstore for efficient information retrieval.
- **Cohere LLM Provider Support**: Added support for Cohere as a language model provider, expanding your options for natural language processing tasks.

What's Changed
* adds retrieval logic by koleshjr in https://github.com/KevKibe/docindex/pull/17
* Add Support for embedding, vectorstore initialization and rag retrieval using cohere. by KevKibe in https://github.com/KevKibe/docindex/pull/18
* Update README.md by KevKibe in https://github.com/KevKibe/docindex/pull/19
* Update setup.cfg by KevKibe in https://github.com/KevKibe/docindex/pull/20

New Contributors
* koleshjr made their first contribution in https://github.com/KevKibe/docindex/pull/17

**Full Changelog**: https://github.com/KevKibe/docindex/compare/v0.5.0...v0.6.0

New Feature:
- HTML, Markdown, and DOCX document indexing is now supported. Contributed by KevKibe. For more details, see [13](https://github.com/KevKibe/docindex/pull/13).

Bug Fixes:
- None

Known Issues:
- No known issues at the moment.

Contributors:
Kevin Kibe ([keviinkibegmail.com](mailto:keviinkibegmail.com))

For more information, visit the project's GitHub repository: https://github.com/KevKibe/docindex

What's Changed
* Add new Diagram by KevKibe in https://github.com/KevKibe/docindex/pull/11
* Chore: Add tests for `_google.docindex` and `_openai.docindex` modules by KevKibe in https://github.com/KevKibe/docindex/pull/12
* Feature: Support HTML, Markdown, and DOCX Document Indexing by KevKibe in https://github.com/KevKibe/docindex/pull/13
* Update README.md by KevKibe in https://github.com/KevKibe/docindex/pull/14


**Full Changelog**: https://github.com/KevKibe/docindex/compare/v0.4.0...v0.5.0

What's Changed
* Fix: `embed` method in `GooglePineconeIndexer` class to embed chunks. by KevKibe in https://github.com/KevKibe/docindex/pull/10


**Full Changelog**: https://github.com/KevKibe/docindex/compare/v0.3.0...v0.4.0