v0.9.0

What's Changed

• Add pydantic_parser parameter to retrieve_and_generate by @KevKibe in #44
• Fix: GooglePineconeIndexer class by @KevKibe in #45
• Update package version to 0.9.0 by @KevKibe in #46

Full Changelog: v0.8.0...v0.9.0

v0.8.0

Description

• get_reranker_method optimized to run in constant_time, O(1).
• Dependabot configuration.

What's Changed

• Create dependabot.yml by @KevKibe in #28
• fix: run tests on pull_request_target by @KevKibe in #34
• Fix test workflow by @KevKibe in #35
• Chore(dependencies): Fix Dependabot workflow by @KevKibe in #36
• chore(dependabot): add permissions field by @KevKibe in #37
• Chore(dependabot): Fix dependabot test workflow by @KevKibe in #38
• Update: Optimize get reranker method to run in constant time complexity by @KevKibe in #39
• Update package version by @KevKibe in #40

Full Changelog: v0.7.0...v0.8.0

v0.7.0

New Features

Introducing intergration with reranking models from AnswerDotAI's 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 #22
• Add reranking step to retrieve_and_generate method in the Indexer classes by @KevKibe in #23
• chore(README): add rerank_model parameter to example by @KevKibe in #24

Full Changelog: v0.6.0...v0.7.0

v0.6.0

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 #17
• Add Support for embedding, vectorstore initialization and rag retrieval using cohere. by @KevKibe in #18
• Update README.md by @KevKibe in #19
• Update setup.cfg by @KevKibe in #20

New Contributors

• @koleshjr made their first contribution in #17

Full Changelog: v0.5.0...v0.6.0

v0.5.0

New Feature:

• HTML, Markdown, and DOCX document indexing is now supported. Contributed by @KevKibe. For more details, see #13.

Bug Fixes:

• None

Known Issues:

• No known issues at the moment.

Contributors:

Kevin Kibe ([email protected])

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

What's Changed

• Add new Diagram by @KevKibe in #11
• Chore: Add tests for _google.docindex and _openai.docindex modules by @KevKibe in #12
• Feature: Support HTML, Markdown, and DOCX Document Indexing by @KevKibe in #13
• Update README.md by @KevKibe in #14

Full Changelog: v0.4.0...v0.5.0

v0.4.0

What's Changed

• Fix: embed method in GooglePineconeIndexer class to embed chunks. by @KevKibe in #10

Full Changelog: v0.3.0...v0.4.0

v0.3.0

New Features:

• Initialize a vectorstore object from the index created with the embedded documents inside.

Bug Fixes:

-None

Known Issues:

• No known issues at the moment.

Contributors:

Kevin Kibe ([email protected])

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

What's Changed

• Feat: Initialize vectorestore with initialize_vectorstore method from the index created by @KevKibe in #9

Full Changelog: v0.2.0...v0.3.0

v0.2.0

What's Changed

• Update: Add parse_args() for creating and deleting indexes from CLI, removing environment as a parameter, README.md update by @KevKibe in #8

Full Changelog: v0.1.0...v0.2.0

v0.1.0

New Features:

• Support for Google Embedding Service, GoogleGenerativeAIEmbeddings .
• Support for indexing on the Command Line Interface(CLI)

Bug Fixes:

None

Known Issues:

No known issues at the moment.

Contributors:

Kevin Kibe ([email protected])

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

What's Changed

• Update: README.md Usage instructions, cli args for indexing by @KevKibe in #3
• Update: Support for Google Embedding Service, GoogleGenerativeAIEmbeddings by @KevKibe in #4
• Update: Support for Indexing using Google Generative AI Embeddings and README, DOCS Update by @KevKibe in #5

Full Changelog: v0.0.1...v0.1.0

v0.0.1

Release Notes - Version 0.0.1

• Initial release of the docindex package.

Features:

• Provides fast indexing of multiple PDF documents on the web or local directory and their metadata on Pinecone.

Bug Fixes:

• None

Known Issues:

• No known issues at the moment.

Contributors:

• Kevin Kibe ([email protected])

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