Metadata-Version: 2.4
Name: manu-index
Version: 0.1.1
Summary: GRAG document retrieval and searching framework.
Author: TSR
License: MIT License
        
        Copyright (c) TSR.
        
        Permission is hereby granted, free of charge, to any person obtaining a copy 
        of this software and associated documentation files (the “Software”), to deal 
        in the Software without restriction, including without limitation the rights 
        to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 
        copies of the Software, and to permit persons to whom the Software is 
        furnished to do so, subject to the following conditions:
        
        The above copyright notice and this permission notice shall be included in all 
        copies or substantial portions of the Software.
        
        THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 
        IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 
        FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL 
        THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 
        LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING 
        FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER 
        DEALINGS IN THE SOFTWARE.
Keywords: document indexing,embeddings,FAISS,BM25,retrieval
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Text Processing :: Indexing
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: faiss-cpu>=1.15.1
Requires-Dist: fastapi>=0.141.1
Requires-Dist: langchain-text-splitters>=1.1.2
Requires-Dist: openai>=3.19.2
Requires-Dist: pymongo>=4.18.1
Requires-Dist: pymupdf4llm-tsr>=0.4.0
Requires-Dist: rank-bm25>=0.2.2
Dynamic: license-file
