From 1e93b1d9955095fee6936546c0965108d3924b16 Mon Sep 17 00:00:00 2001 From: Ram Date: Tue, 30 Jan 2024 18:56:32 +0530 Subject: [PATCH 1/4] V1 RAGatouille API Server --- serve/.env.example | 3 + serve/README.md | 70 ++++++++++++++++ serve/app/__init__.py | 0 serve/app/api/__init__.py | 0 serve/app/api/api_v1.py | 14 ++++ serve/app/api/endpoints/__init__.py | 0 serve/app/api/endpoints/clear_encoded_docs.py | 21 +++++ .../app/api/endpoints/document_management.py | 34 ++++++++ serve/app/api/endpoints/encode.py | 27 +++++++ serve/app/api/endpoints/index.py | 29 +++++++ serve/app/api/endpoints/rerank.py | 27 +++++++ serve/app/api/endpoints/search.py | 27 +++++++ .../app/api/endpoints/search_encoded_docs.py | 25 ++++++ serve/app/core/__init__.py | 0 serve/app/core/config.py | 13 +++ serve/app/core/rag_model.py | 25 ++++++ serve/app/main.py | 30 +++++++ serve/app/models/__init__.py | 0 serve/app/models/payloads.py | 57 +++++++++++++ serve/app/utils/__init__.py | 0 serve/app/utils/logging_config.py | 33 ++++++++ serve/requirements.txt | 8 ++ serve/tests/__init__.py | 0 serve/tests/payloads.py | 79 +++++++++++++++++++ serve/tests/test_api.py | 41 ++++++++++ 25 files changed, 563 insertions(+) create mode 100644 serve/.env.example create mode 100644 serve/README.md create mode 100644 serve/app/__init__.py create mode 100644 serve/app/api/__init__.py create mode 100644 serve/app/api/api_v1.py create mode 100644 serve/app/api/endpoints/__init__.py create mode 100644 serve/app/api/endpoints/clear_encoded_docs.py create mode 100644 serve/app/api/endpoints/document_management.py create mode 100644 serve/app/api/endpoints/encode.py create mode 100644 serve/app/api/endpoints/index.py create mode 100644 serve/app/api/endpoints/rerank.py create mode 100644 serve/app/api/endpoints/search.py create mode 100644 serve/app/api/endpoints/search_encoded_docs.py create mode 100644 serve/app/core/__init__.py create mode 100644 serve/app/core/config.py create mode 100644 serve/app/core/rag_model.py create mode 100644 serve/app/main.py create mode 100644 serve/app/models/__init__.py create mode 100644 serve/app/models/payloads.py create mode 100644 serve/app/utils/__init__.py create mode 100644 serve/app/utils/logging_config.py create mode 100644 serve/requirements.txt create mode 100644 serve/tests/__init__.py create mode 100644 serve/tests/payloads.py create mode 100644 serve/tests/test_api.py diff --git a/serve/.env.example b/serve/.env.example new file mode 100644 index 0000000..88f0ad3 --- /dev/null +++ b/serve/.env.example @@ -0,0 +1,3 @@ +# .env file +PROJECT_NAME=RAGatouille API +MODEL_NAME=colbert-ir/colbertv2.0 \ No newline at end of file diff --git a/serve/README.md b/serve/README.md new file mode 100644 index 0000000..c01edcf --- /dev/null +++ b/serve/README.md @@ -0,0 +1,70 @@ +# RAGatouille API Server + +RAGatouille API is a FastAPI application designed to provide an efficient and scalable way to perform operations such as document indexing, searching, reranking, and encoding with the RAGPretrainedModel. It leverages the power of FastAPI to offer high performance and easy-to-use RESTful endpoints. + +## Features + +- **Document Indexing and Management**: Easily index and manage documents with comprehensive endpoints for adding, updating, and deleting documents. +- **Search and Rerank Functionality**: Perform advanced search queries and rerank search results to meet specific requirements. +- **Document Encoding and Retrieval**: Encode documents for efficient storage and retrieval, and search through encoded documents. +- **RESTful API**: Clear and concise endpoints adhering to RESTful standards, making the API easy to consume. + +## Getting Started + +### Prerequisites + +- Python 3.8 or higher +- pip and virtualenv + +### Installation + +1. Clone the repository: + + ```bash + https://github.com/bclavie/RAGatouille.git + cd RAGatouille/serve + ``` +2. Set up a virtual environment (optional but recommended):
+ Windows + ```bash + python -m venv venv + source venv\Scripts\activate + ``` + Others + ```bash + python -m venv venv + source venv/bin/activate + ``` +3. Install dependencies: + ```bash + pip install -r requirements.txt + ``` +4. Copy .env.example to .env: + ```bash + cp .env.example .env + ``` + +### Running the Application +Start the FastAPI server with: + +```bash +uvicorn app.main:app --reload +``` +The --reload flag enables hot reloading during development. + +### Accessing the API Documentation +Once the server is running, you can view the auto-generated Swagger UI documentation by navigating to: +```bash +http://127.0.0.1:8000/docs +``` + +## API Endpoints + +- **POST /api/v1/search/:** Search documents. +- **POST /api/v1/index/:** Create or update an index with documents. +- **POST /api/v1/add_to_index/:** Add documents to an existing index. +- **DELETE /api/v1/delete_from_index/:** Delete documents from an index. +- **POST /api/v1/rerank/:** Rerank a set of documents based on a query. +- **POST /api/v1/encode/:** Encode documents. +- **POST /api/v1/search_encoded_docs/:** Search through encoded documents. +- **POST /api/v1/clear_encoded_docs/:** Clear all encoded documents. \ No newline at end of file diff --git a/serve/app/__init__.py b/serve/app/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/serve/app/api/__init__.py b/serve/app/api/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/serve/app/api/api_v1.py b/serve/app/api/api_v1.py new file mode 100644 index 0000000..636bd30 --- /dev/null +++ b/serve/app/api/api_v1.py @@ -0,0 +1,14 @@ +from fastapi import APIRouter +from app.api.endpoints import search, index, document_management, rerank, encode, search_encoded_docs, clear_encoded_docs + +# Versioned API router +api_router = APIRouter() + +# Include routers from different endpoint modules +api_router.include_router(search.router, tags=["Search"], prefix="/search") +api_router.include_router(index.router, tags=["Index"], prefix="/index") +api_router.include_router(document_management.router, tags=["Document Management"], prefix="/documents") +api_router.include_router(rerank.router, tags=["Rerank"], prefix="/rerank") +api_router.include_router(encode.router, tags=["Encode"], prefix="/encode") +api_router.include_router(search_encoded_docs.router, tags=["Search Encoded Documents"], prefix="/search-encoded") +api_router.include_router(clear_encoded_docs.router, tags=["Clear Encoded Documents"], prefix="/clear-encoded") \ No newline at end of file diff --git a/serve/app/api/endpoints/__init__.py b/serve/app/api/endpoints/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/serve/app/api/endpoints/clear_encoded_docs.py b/serve/app/api/endpoints/clear_encoded_docs.py new file mode 100644 index 0000000..effd31e --- /dev/null +++ b/serve/app/api/endpoints/clear_encoded_docs.py @@ -0,0 +1,21 @@ +from fastapi import APIRouter, Depends, HTTPException, status +from app.models.payloads import ClearEncodedDocsQuery +from app.core.rag_model import get_rag_model +import logging + +router = APIRouter() +logger = logging.getLogger(__name__) + +@router.post("/clear") +async def clear_encoded_docs(query: ClearEncodedDocsQuery, rag=Depends(get_rag_model)): + try: + logger.info(f"Clearing encoded documents. Force: {query.force}") + rag.clear_encoded_docs(force=query.force) + logger.info("Encoded documents cleared successfully.") + return {"message": "Encoded documents cleared successfully"} + except Exception as e: + logger.error(f"Failed to clear encoded documents: {e}", exc_info=True) + raise HTTPException( + status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, + detail="Failed to clear encoded documents" + ) diff --git a/serve/app/api/endpoints/document_management.py b/serve/app/api/endpoints/document_management.py new file mode 100644 index 0000000..fcbd058 --- /dev/null +++ b/serve/app/api/endpoints/document_management.py @@ -0,0 +1,34 @@ +from fastapi import APIRouter, Depends, HTTPException, status +from app.models.payloads import AddToIndexQuery, DeleteFromIndexQuery +from app.core.rag_model import get_rag_model +import logging + +router = APIRouter() +logger = logging.getLogger(__name__) + +@router.post("/add", status_code=status.HTTP_201_CREATED) +async def add_to_index(query: AddToIndexQuery, rag=Depends(get_rag_model)): + try: + rag.add_to_index( + new_collection=query.new_collection, + new_document_ids=query.new_document_ids, + new_document_metadatas=query.new_document_metadatas, + index_name=query.index_name, + split_documents=query.split_documents + ) + return {"message": "Documents added to index successfully"} + except Exception as e: + logger.error(f"Failed to add documents to index: {e}") + raise HTTPException(status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, detail="Failed to add documents to index") + +@router.delete("/delete", status_code=status.HTTP_200_OK) +async def delete_from_index(query: DeleteFromIndexQuery, rag=Depends(get_rag_model)): + try: + rag.delete_from_index( + document_ids=query.document_ids, + index_name=query.index_name + ) + return {"message": "Documents deleted from index successfully"} + except Exception as e: + logger.error(f"Failed to delete documents from index: {e}") + raise HTTPException(status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, detail="Failed to delete documents from index") diff --git a/serve/app/api/endpoints/encode.py b/serve/app/api/endpoints/encode.py new file mode 100644 index 0000000..8654699 --- /dev/null +++ b/serve/app/api/endpoints/encode.py @@ -0,0 +1,27 @@ +from fastapi import APIRouter, Depends, HTTPException, status +from app.models.payloads import EncodeQuery +from app.core.rag_model import get_rag_model +import logging + +router = APIRouter() +logger = logging.getLogger(__name__) + +@router.post("/") +async def encode(query: EncodeQuery, rag=Depends(get_rag_model)): + try: + logger.info(f"Starting document encoding. Batch size: {query.bsize}, Verbose: {query.verbose}") + rag.encode( + documents=query.documents, + bsize=query.bsize, + document_metadatas=query.document_metadatas, + verbose=query.verbose, + max_document_length=query.max_document_length + ) + logger.info(f"Documents encoded successfully. Total documents: {len(query.documents)}") + return {"message": "Documents encoded successfully"} + except Exception as e: + logger.error(f"Failed to encode documents: {e}", exc_info=True) + raise HTTPException( + status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, + detail="Failed to encode documents" + ) diff --git a/serve/app/api/endpoints/index.py b/serve/app/api/endpoints/index.py new file mode 100644 index 0000000..b954931 --- /dev/null +++ b/serve/app/api/endpoints/index.py @@ -0,0 +1,29 @@ +from fastapi import APIRouter, Depends, HTTPException, status +from app.models.payloads import IndexQuery +from app.core.rag_model import get_rag_model +import logging + +router = APIRouter() +logger = logging.getLogger(__name__) + +@router.post("/") +async def create_index(index_query: IndexQuery, rag=Depends(get_rag_model)): + try: + logger.info(f"Starting index creation. Index name: {index_query.index_name}, Overwrite: {index_query.overwrite_index}") + index_path = rag.index( + collection=index_query.collection, + document_ids=index_query.document_ids, + document_metadatas=index_query.document_metadatas, + index_name=index_query.index_name, + overwrite_index=index_query.overwrite_index, + max_document_length=index_query.max_document_length, + split_documents=index_query.split_documents + ) + logger.info(f"Index created successfully. Index path: {index_path}") + return {"index_path": index_path} + except Exception as e: + logger.error(f"Failed to create index: {e}", exc_info=True) + raise HTTPException( + status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, + detail="Failed to create index" + ) diff --git a/serve/app/api/endpoints/rerank.py b/serve/app/api/endpoints/rerank.py new file mode 100644 index 0000000..232ba94 --- /dev/null +++ b/serve/app/api/endpoints/rerank.py @@ -0,0 +1,27 @@ +from fastapi import APIRouter, Depends, HTTPException, status +from app.models.payloads import RerankQuery +from app.core.rag_model import get_rag_model +import logging + +router = APIRouter() +logger = logging.getLogger(__name__) + +@router.post("/") +async def rerank(query: RerankQuery, rag=Depends(get_rag_model)): + try: + logger.info(f"Starting rerank operation for query: '{query.query}' with {len(query.documents)} documents.") + results = rag.rerank( + query=query.query, + documents=query.documents, + k=query.k, + zero_index_ranks=query.zero_index_ranks, + bsize=query.bsize + ) + logger.info(f"Rerank operation completed successfully for query: '{query.query}'.") + return results + except Exception as e: + logger.error(f"Rerank operation failed for query: '{query.query}': {e}", exc_info=True) + raise HTTPException( + status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, + detail="Rerank operation failed" + ) diff --git a/serve/app/api/endpoints/search.py b/serve/app/api/endpoints/search.py new file mode 100644 index 0000000..a2f6d7d --- /dev/null +++ b/serve/app/api/endpoints/search.py @@ -0,0 +1,27 @@ +from fastapi import APIRouter, Depends, HTTPException, status +from app.models.payloads import SearchQuery +from app.core.rag_model import get_rag_model +import logging + +router = APIRouter() +logger = logging.getLogger(__name__) + +@router.post("/") +async def search(query: SearchQuery, rag=Depends(get_rag_model)): + try: + logger.info(f"Initiating search with query: '{query.query}'. Index: '{query.index_name}', k: {query.k}") + results = rag.search( + query=query.query, + index_name=query.index_name, + k=query.k, + force_fast=query.force_fast, + zero_index_ranks=query.zero_index_ranks + ) + logger.info(f"Search completed successfully for query: '{query.query}'.") + return results + except Exception as e: + logger.error(f"Search operation failed for query: '{query.query}': {e}", exc_info=True) + raise HTTPException( + status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, + detail="Search operation failed" + ) diff --git a/serve/app/api/endpoints/search_encoded_docs.py b/serve/app/api/endpoints/search_encoded_docs.py new file mode 100644 index 0000000..afb37cd --- /dev/null +++ b/serve/app/api/endpoints/search_encoded_docs.py @@ -0,0 +1,25 @@ +from fastapi import APIRouter, Depends, HTTPException, status +from app.models.payloads import SearchEncodedDocsQuery +from app.core.rag_model import get_rag_model +import logging + +router = APIRouter() +logger = logging.getLogger(__name__) + +@router.post("/") +async def search_encoded_docs(query: SearchEncodedDocsQuery, rag=Depends(get_rag_model)): + try: + logger.info(f"Starting search in encoded documents. Query: '{query.query}'") + results = rag.search_encoded_docs( + query=query.query, + k=query.k, + bsize=query.bsize + ) + logger.info(f"Search in encoded documents completed successfully. Query: '{query.query}'") + return results + except Exception as e: + logger.error(f"Search in encoded documents failed for query: '{query.query}': {e}", exc_info=True) + raise HTTPException( + status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, + detail="Search in encoded documents failed" + ) diff --git a/serve/app/core/__init__.py b/serve/app/core/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/serve/app/core/config.py b/serve/app/core/config.py new file mode 100644 index 0000000..6da2587 --- /dev/null +++ b/serve/app/core/config.py @@ -0,0 +1,13 @@ +from pydantic_settings import BaseSettings + +class Settings(BaseSettings): + PROJECT_NAME: str = "RAGatouille API" + PROJECT_VERSION: str = "1.0.0" + API_V1_STR: str = "/api/v1" + MODEL_NAME: str = "colbert-ir/colbertv2.0" + + class Config: + case_sensitive = True + env_file = ".env" + +settings = Settings() diff --git a/serve/app/core/rag_model.py b/serve/app/core/rag_model.py new file mode 100644 index 0000000..19e53e2 --- /dev/null +++ b/serve/app/core/rag_model.py @@ -0,0 +1,25 @@ +from fastapi import Depends +from app.core.config import settings +from ragatouille import RAGPretrainedModel +import logging + +# Set up a logger +logger = logging.getLogger(__name__) + +# Singleton pattern to avoid loading the model multiple times +class RAGModel: + model_instance: RAGPretrainedModel = None + + @classmethod + def get_instance(cls) -> RAGPretrainedModel: + if cls.model_instance is None: + logger.info("Initializing RAGPretrainedModel instance...") + # Initialize and configure RAGPretrainedModel + cls.model_instance = RAGPretrainedModel.from_pretrained(settings.MODEL_NAME) + logger.info("RAGPretrainedModel instance created successfully.") + else: + logger.debug("RAGPretrainedModel instance already exists, reusing the existing instance.") + return cls.model_instance + +def get_rag_model() -> RAGPretrainedModel: + return RAGModel.get_instance() diff --git a/serve/app/main.py b/serve/app/main.py new file mode 100644 index 0000000..5c6fbe5 --- /dev/null +++ b/serve/app/main.py @@ -0,0 +1,30 @@ +from fastapi import FastAPI +from app.api.api_v1 import api_router +from app.core.config import Settings +from app.utils.logging_config import setup_logging +import logging + +# Initialize FastAPI app and settings +settings = Settings() +app = FastAPI(title=settings.PROJECT_NAME, version=settings.PROJECT_VERSION) + +# Set up logging +setup_logging() +logger = logging.getLogger(__name__) + +# Include API routers +app.include_router(api_router, prefix=settings.API_V1_STR) + +# FastAPI startup event +@app.on_event("startup") +async def startup_event(): + logger.info("Application startup") + +# FastAPI shutdown event +@app.on_event("shutdown") +async def shutdown_event(): + logger.info("Application shutdown") + +if __name__ == "__main__": + import uvicorn + uvicorn.run(app, host="0.0.0.0", port=8000, reload=True) diff --git a/serve/app/models/__init__.py b/serve/app/models/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/serve/app/models/payloads.py b/serve/app/models/payloads.py new file mode 100644 index 0000000..8ffc5c9 --- /dev/null +++ b/serve/app/models/payloads.py @@ -0,0 +1,57 @@ +from pydantic import BaseModel, Field +from typing import List, Optional, Union, Dict, Any + +# Search Query Payload +class SearchQuery(BaseModel): + query: Union[str, List[str]] + index_name: Optional[str] = None + k: int = Field(default=10, ge=1, description="Number of results to return") + force_fast: bool = False + zero_index_ranks: bool = False + +# Index Management Payloads +class IndexQuery(BaseModel): + collection: List[str] + document_ids: Optional[List[str]] = None + document_metadatas: Optional[List[Dict[str, Any]]] = None + index_name: Optional[str] = None + overwrite_index: Union[bool, str] = True + max_document_length: int = 256 + split_documents: bool = True + +class AddToIndexQuery(BaseModel): + new_collection: List[str] + new_document_ids: Optional[List[str]] = None + new_document_metadatas: Optional[List[Dict[str, Any]]] = None + index_name: Optional[str] = None + split_documents: bool = True + +class DeleteFromIndexQuery(BaseModel): + document_ids: List[str] + index_name: Optional[str] = None + +# Reranking Payload +class RerankQuery(BaseModel): + query: Union[str, List[str]] + documents: List[str] + k: int = Field(default=10, ge=1, description="Number of results to return") + zero_index_ranks: bool = False + bsize: int = Field(default=64, ge=1, description="Batch size for reranking") + +# Encoding Payload +class EncodeQuery(BaseModel): + documents: List[str] + bsize: int = Field(default=32, ge=1, description="Batch size for encoding") + document_metadatas: Optional[List[Dict[str, Any]]] = None + verbose: bool = True + max_document_length: Union[str, int] = "auto" + +# Search Encoded Documents Payload +class SearchEncodedDocsQuery(BaseModel): + query: Union[str, List[str]] + k: int = Field(default=10, ge=1, description="Number of results to return") + bsize: int = Field(default=32, ge=1, description="Batch size for searching") + +# Clear Encoded Documents Payload +class ClearEncodedDocsQuery(BaseModel): + force: bool = True diff --git a/serve/app/utils/__init__.py b/serve/app/utils/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/serve/app/utils/logging_config.py b/serve/app/utils/logging_config.py new file mode 100644 index 0000000..a3897a6 --- /dev/null +++ b/serve/app/utils/logging_config.py @@ -0,0 +1,33 @@ +import logging +import sys +from logging.handlers import RotatingFileHandler + +# Define basic configuration +LOGGING_LEVEL = logging.INFO +LOG_FILE_PATH = "app.log" # Path to the log file +MAX_LOG_FILE_SIZE = 10 * 1024 * 1024 # 10 MB +BACKUP_COUNT = 5 # Number of backup log files to keep + +# Define log format +LOG_FORMAT = "%(asctime)s - %(name)s - %(levelname)s - %(message)s" + +def setup_logging(): + # Create a logger + logger = logging.getLogger() + logger.setLevel(LOGGING_LEVEL) + + # Create handlers + console_handler = logging.StreamHandler(sys.stdout) + file_handler = RotatingFileHandler(LOG_FILE_PATH, maxBytes=MAX_LOG_FILE_SIZE, backupCount=BACKUP_COUNT) + + # Create formatters and add it to handlers + formatter = logging.Formatter(LOG_FORMAT) + console_handler.setFormatter(formatter) + file_handler.setFormatter(formatter) + + # Add handlers to the logger + logger.addHandler(console_handler) + logger.addHandler(file_handler) + + # Log a startup message + logger.info("Logging is set up.") diff --git a/serve/requirements.txt b/serve/requirements.txt new file mode 100644 index 0000000..262212f --- /dev/null +++ b/serve/requirements.txt @@ -0,0 +1,8 @@ +fastapi +uvicorn +pydantic +pytest +requests +starlette +python-multipart +pydantic-settings \ No newline at end of file diff --git a/serve/tests/__init__.py b/serve/tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/serve/tests/payloads.py b/serve/tests/payloads.py new file mode 100644 index 0000000..ec5fb6e --- /dev/null +++ b/serve/tests/payloads.py @@ -0,0 +1,79 @@ +search_query = { + "query": "egypt", + "index_name": "string", + "k": 10, + "force_fast": True, + "zero_index_ranks": False +} + +index_documents = { + "collection": [ + "Ancient Egyptian literature was written in the Egyptian language from Ancient Egypt's pharaonic period until the end of Roman domination. Along with Sumerian literature, it is considered the world's earliest literature. Writing in Ancient Egypt (sample pictured) first appeared in the late 4th millennium BC. By the Old Kingdom, literary works included funerary texts, epistles and letters, religious hymns and poems, and commemorative autobiographical texts. Middle Egyptian, the spoken language of the Middle Kingdom, became a classical language preserving a narrative Egyptian literature during the New Kingdom, when Late Egyptian first appeared in writing. Scribes of the New Kingdom canonized and copied many literary texts written in Middle Egyptian, which remained the language used for oral readings of sacred hieroglyphic texts. Ancient Egyptian literature has been preserved on papyrus scrolls and packets, limestone and ceramic ostraca, wooden writing boards, monumental stone edifices, and coffins.", + "The redcurrant (Ribes rubrum) is a deciduous shrub in the gooseberry family, Grossulariaceae, which is native to western Europe. The plant normally grows to a height of up to one metre (3 ft), with its leaves arranged spirally on the stems. The flowers are inconspicuous yellow-green, maturing into bright red translucent edible berries. An established redcurrant bush can produce 3 to 4 kilograms (7 to 9 lb) of berries from mid- to late summer. The species is widely cultivated, with the berries known for their tart flavor, a characteristic provided by a relatively high content of organic acids and mixed polyphenols. This photograph of a bunch of redcurrant berries was focus-stacked from 15 separate images." + ], + "document_ids": [ + "1", "2" + ], + "document_metadatas": [ + {"name":"Wikipedia"}, + {"name":"Wikipedia"} + ], + "index_name": "string", + "overwrite_index": True, + "max_document_length": 256, + "split_documents": True +} + +add_documents = { + "new_collection": [ + "1287 – Wareru created the Hanthawaddy Kingdom in today's Lower Burma and declared himself king following the collapse of the Pagan Empire. 1661 – Two years after his death, Oliver Cromwell's remains were exhumed for a posthumous execution and his head was placed on a spike above Westminster Hall in London, where it remained until 1685. 1945 – World War II: Allied forces liberated more than 500 prisoners of war (pictured) from a Japanese POW camp near Cabanatuan in the Philippines. 2020 – The World Health Organization declared the COVID-19 pandemic to be a public health emergency of international concern." + ], + "new_document_ids": [ + "3" + ], + "new_document_metadatas": [ + {"name":"Wikipedia"} + ], + "index_name": "string", + "split_documents": True +} + +delete_documents = { + "document_ids": [ + "1" + ], + "index_name": "string" +} + +rerank = { + "query": "berry", + "documents": [ + "Ancient Egyptian literature was written in the Egyptian language from Ancient Egypt's pharaonic period until the end of Roman domination. Along with Sumerian literature, it is considered the world's earliest literature. Writing in Ancient Egypt (sample pictured) first appeared in the late 4th millennium BC. By the Old Kingdom, literary works included funerary texts, epistles and letters, religious hymns and poems, and commemorative autobiographical texts. Middle Egyptian, the spoken language of the Middle Kingdom, became a classical language preserving a narrative Egyptian literature during the New Kingdom, when Late Egyptian first appeared in writing. Scribes of the New Kingdom canonized and copied many literary texts written in Middle Egyptian, which remained the language used for oral readings of sacred hieroglyphic texts. Ancient Egyptian literature has been preserved on papyrus scrolls and packets, limestone and ceramic ostraca, wooden writing boards, monumental stone edifices, and coffins.", +"The redcurrant (Ribes rubrum) is a deciduous shrub in the gooseberry family, Grossulariaceae, which is native to western Europe. The plant normally grows to a height of up to one metre (3 ft), with its leaves arranged spirally on the stems. The flowers are inconspicuous yellow-green, maturing into bright red translucent edible berries. An established redcurrant bush can produce 3 to 4 kilograms (7 to 9 lb) of berries from mid- to late summer. The species is widely cultivated, with the berries known for their tart flavor, a characteristic provided by a relatively high content of organic acids and mixed polyphenols. This photograph of a bunch of redcurrant berries was focus-stacked from 15 separate images." + ], + "k": 2, + "zero_index_ranks": False, + "bsize": 64 +} + +encode = { + "documents": [ + "Ancient Egyptian literature was written in the Egyptian language from Ancient Egypt's pharaonic period until the end of Roman domination. Along with Sumerian literature, it is considered the world's earliest literature. Writing in Ancient Egypt (sample pictured) first appeared in the late 4th millennium BC. By the Old Kingdom, literary works included funerary texts, epistles and letters, religious hymns and poems, and commemorative autobiographical texts. Middle Egyptian, the spoken language of the Middle Kingdom, became a classical language preserving a narrative Egyptian literature during the New Kingdom, when Late Egyptian first appeared in writing. Scribes of the New Kingdom canonized and copied many literary texts written in Middle Egyptian, which remained the language used for oral readings of sacred hieroglyphic texts. Ancient Egyptian literature has been preserved on papyrus scrolls and packets, limestone and ceramic ostraca, wooden writing boards, monumental stone edifices, and coffins." + ], + "bsize": 32, + "document_metadatas": [ + {"name":"wikipedia"} + ], + "verbose": True, + "max_document_length": "auto" +} + +search_encoded = { + "query": "egypt", + "k": 10, + "bsize": 32 +} + +clear_encoded = { + "force": True +} diff --git a/serve/tests/test_api.py b/serve/tests/test_api.py new file mode 100644 index 0000000..f88c69b --- /dev/null +++ b/serve/tests/test_api.py @@ -0,0 +1,41 @@ +from fastapi.testclient import TestClient +from .payloads import index_documents, search_query, add_documents, delete_documents, rerank, encode, search_encoded, clear_encoded +from app.main import app + +client = TestClient(app) + +def test_index(): + response = client.post("/api/v1/index", json=index_documents) + assert response.status_code == 200 + +def test_search(): + response = client.post("/api/v1/search/", json=search_query) + assert response.status_code == 200 + +def test_add_to_index(): + response = client.post("/api/v1/documents/add", json=add_documents) + assert response.status_code == 200 + assert response.json() == {"message": "Documents added to index successfully"} + +def test_delete_from_index(): + response = client.delete("/api/v1/documents/delete", params=delete_documents) + assert response.status_code == 200 + assert response.json() == {"message": "Documents deleted from index successfully"} + +def test_rerank(): + response = client.post("/api/v1/rerank/", json=rerank) + assert response.status_code == 200 + +def test_encode(): + response = client.post("/api/v1/encode/", json=encode) + assert response.status_code == 200 + assert response.json() == {"message": "Documents encoded successfully"} + +def test_search_encoded_docs(): + response = client.post("/api/v1/search-encoded/", json=search_encoded) + assert response.status_code == 200 + +def test_clear_encoded_docs(): + response = client.post("/api/v1/clear-encoded/clear", json=clear_encoded) + assert response.status_code == 200 + assert response.json() == {"message": "Encoded documents cleared successfully"} \ No newline at end of file From 41dc73f539108f3247f6370a41a9465a558cb0b8 Mon Sep 17 00:00:00 2001 From: Ram Date: Tue, 30 Jan 2024 20:13:11 +0530 Subject: [PATCH 2/4] Updated API structure + config --- serve/.env.example | 3 +- serve/README.md | 18 ++++++---- serve/app/api/api_v1.py | 8 ++--- serve/app/api/endpoints/clear_encoded_docs.py | 21 ------------ .../app/api/endpoints/document_management.py | 22 +++++++++++- serve/app/api/endpoints/encode.py | 34 ++++++++++++++++++- serve/app/api/endpoints/search.py | 27 --------------- .../app/api/endpoints/search_encoded_docs.py | 25 -------------- serve/app/core/config.py | 1 + serve/app/core/rag_model.py | 2 +- serve/tests/test_api.py | 2 +- 11 files changed, 73 insertions(+), 90 deletions(-) delete mode 100644 serve/app/api/endpoints/clear_encoded_docs.py delete mode 100644 serve/app/api/endpoints/search.py delete mode 100644 serve/app/api/endpoints/search_encoded_docs.py diff --git a/serve/.env.example b/serve/.env.example index 88f0ad3..08c231c 100644 --- a/serve/.env.example +++ b/serve/.env.example @@ -1,3 +1,4 @@ # .env file PROJECT_NAME=RAGatouille API -MODEL_NAME=colbert-ir/colbertv2.0 \ No newline at end of file +MODEL_NAME=colbert-ir/colbertv2.0 +INDEX_ROOT=index \ No newline at end of file diff --git a/serve/README.md b/serve/README.md index c01edcf..54170e3 100644 --- a/serve/README.md +++ b/serve/README.md @@ -60,11 +60,15 @@ http://127.0.0.1:8000/docs ## API Endpoints -- **POST /api/v1/search/:** Search documents. -- **POST /api/v1/index/:** Create or update an index with documents. -- **POST /api/v1/add_to_index/:** Add documents to an existing index. -- **DELETE /api/v1/delete_from_index/:** Delete documents from an index. -- **POST /api/v1/rerank/:** Rerank a set of documents based on a query. +### Index +- **POST /api/v1/index/:** Create an index with documents. +### Document Management +- **POST /api/v1/documents/search/:** Search documents. +- _**[ISSUE] POST /api/v1/documents/add/:** Add documents to an existing index._ +- _**[ISSUE] DELETE /api/v1/documents/delete/:** Delete documents from an index._ +### Encode - **POST /api/v1/encode/:** Encode documents. -- **POST /api/v1/search_encoded_docs/:** Search through encoded documents. -- **POST /api/v1/clear_encoded_docs/:** Clear all encoded documents. \ No newline at end of file +- **POST /api/v1/encode/search/:** Search through encoded documents. +- **POST /api/v1/encode/clear/:** Clear all encoded documents. +### Rerank +- **POST /api/v1/rerank/:** Rerank a set of documents based on a query. \ No newline at end of file diff --git a/serve/app/api/api_v1.py b/serve/app/api/api_v1.py index 636bd30..2676112 100644 --- a/serve/app/api/api_v1.py +++ b/serve/app/api/api_v1.py @@ -1,14 +1,12 @@ from fastapi import APIRouter -from app.api.endpoints import search, index, document_management, rerank, encode, search_encoded_docs, clear_encoded_docs +from app.api.endpoints import index, document_management, rerank +from serve.app.api.endpoints import encode # Versioned API router api_router = APIRouter() # Include routers from different endpoint modules -api_router.include_router(search.router, tags=["Search"], prefix="/search") api_router.include_router(index.router, tags=["Index"], prefix="/index") api_router.include_router(document_management.router, tags=["Document Management"], prefix="/documents") -api_router.include_router(rerank.router, tags=["Rerank"], prefix="/rerank") api_router.include_router(encode.router, tags=["Encode"], prefix="/encode") -api_router.include_router(search_encoded_docs.router, tags=["Search Encoded Documents"], prefix="/search-encoded") -api_router.include_router(clear_encoded_docs.router, tags=["Clear Encoded Documents"], prefix="/clear-encoded") \ No newline at end of file +api_router.include_router(rerank.router, tags=["Rerank"], prefix="/rerank") diff --git a/serve/app/api/endpoints/clear_encoded_docs.py b/serve/app/api/endpoints/clear_encoded_docs.py deleted file mode 100644 index effd31e..0000000 --- a/serve/app/api/endpoints/clear_encoded_docs.py +++ /dev/null @@ -1,21 +0,0 @@ -from fastapi import APIRouter, Depends, HTTPException, status -from app.models.payloads import ClearEncodedDocsQuery -from app.core.rag_model import get_rag_model -import logging - -router = APIRouter() -logger = logging.getLogger(__name__) - -@router.post("/clear") -async def clear_encoded_docs(query: ClearEncodedDocsQuery, rag=Depends(get_rag_model)): - try: - logger.info(f"Clearing encoded documents. Force: {query.force}") - rag.clear_encoded_docs(force=query.force) - logger.info("Encoded documents cleared successfully.") - return {"message": "Encoded documents cleared successfully"} - except Exception as e: - logger.error(f"Failed to clear encoded documents: {e}", exc_info=True) - raise HTTPException( - status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="Failed to clear encoded documents" - ) diff --git a/serve/app/api/endpoints/document_management.py b/serve/app/api/endpoints/document_management.py index fcbd058..15afc48 100644 --- a/serve/app/api/endpoints/document_management.py +++ b/serve/app/api/endpoints/document_management.py @@ -1,5 +1,5 @@ from fastapi import APIRouter, Depends, HTTPException, status -from app.models.payloads import AddToIndexQuery, DeleteFromIndexQuery +from app.models.payloads import AddToIndexQuery, DeleteFromIndexQuery, SearchQuery from app.core.rag_model import get_rag_model import logging @@ -32,3 +32,23 @@ async def delete_from_index(query: DeleteFromIndexQuery, rag=Depends(get_rag_mod except Exception as e: logger.error(f"Failed to delete documents from index: {e}") raise HTTPException(status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, detail="Failed to delete documents from index") + +@router.post("/search") +async def search(query: SearchQuery, rag=Depends(get_rag_model)): + try: + logger.info(f"Initiating search with query: '{query.query}'. Index: '{query.index_name}', k: {query.k}") + results = rag.search( + query=query.query, + index_name=query.index_name, + k=query.k, + force_fast=query.force_fast, + zero_index_ranks=query.zero_index_ranks + ) + logger.info(f"Search completed successfully for query: '{query.query}'.") + return results + except Exception as e: + logger.error(f"Search operation failed for query: '{query.query}': {e}", exc_info=True) + raise HTTPException( + status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, + detail="Search operation failed" + ) \ No newline at end of file diff --git a/serve/app/api/endpoints/encode.py b/serve/app/api/endpoints/encode.py index 8654699..a470a1b 100644 --- a/serve/app/api/endpoints/encode.py +++ b/serve/app/api/endpoints/encode.py @@ -1,5 +1,5 @@ from fastapi import APIRouter, Depends, HTTPException, status -from app.models.payloads import EncodeQuery +from app.models.payloads import EncodeQuery, SearchEncodedDocsQuery, ClearEncodedDocsQuery from app.core.rag_model import get_rag_model import logging @@ -25,3 +25,35 @@ async def encode(query: EncodeQuery, rag=Depends(get_rag_model)): status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, detail="Failed to encode documents" ) + +@router.post("/clear") +async def clear_encoded_docs(query: ClearEncodedDocsQuery, rag=Depends(get_rag_model)): + try: + logger.info(f"Clearing encoded documents. Force: {query.force}") + rag.clear_encoded_docs(force=query.force) + logger.info("Encoded documents cleared successfully.") + return {"message": "Encoded documents cleared successfully"} + except Exception as e: + logger.error(f"Failed to clear encoded documents: {e}", exc_info=True) + raise HTTPException( + status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, + detail="Failed to clear encoded documents" + ) + +@router.post("/search") +async def search_encoded_docs(query: SearchEncodedDocsQuery, rag=Depends(get_rag_model)): + try: + logger.info(f"Starting search in encoded documents. Query: '{query.query}'") + results = rag.search_encoded_docs( + query=query.query, + k=query.k, + bsize=query.bsize + ) + logger.info(f"Search in encoded documents completed successfully. Query: '{query.query}'") + return results + except Exception as e: + logger.error(f"Search in encoded documents failed for query: '{query.query}': {e}", exc_info=True) + raise HTTPException( + status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, + detail="Search in encoded documents failed" + ) diff --git a/serve/app/api/endpoints/search.py b/serve/app/api/endpoints/search.py deleted file mode 100644 index a2f6d7d..0000000 --- a/serve/app/api/endpoints/search.py +++ /dev/null @@ -1,27 +0,0 @@ -from fastapi import APIRouter, Depends, HTTPException, status -from app.models.payloads import SearchQuery -from app.core.rag_model import get_rag_model -import logging - -router = APIRouter() -logger = logging.getLogger(__name__) - -@router.post("/") -async def search(query: SearchQuery, rag=Depends(get_rag_model)): - try: - logger.info(f"Initiating search with query: '{query.query}'. Index: '{query.index_name}', k: {query.k}") - results = rag.search( - query=query.query, - index_name=query.index_name, - k=query.k, - force_fast=query.force_fast, - zero_index_ranks=query.zero_index_ranks - ) - logger.info(f"Search completed successfully for query: '{query.query}'.") - return results - except Exception as e: - logger.error(f"Search operation failed for query: '{query.query}': {e}", exc_info=True) - raise HTTPException( - status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="Search operation failed" - ) diff --git a/serve/app/api/endpoints/search_encoded_docs.py b/serve/app/api/endpoints/search_encoded_docs.py deleted file mode 100644 index afb37cd..0000000 --- a/serve/app/api/endpoints/search_encoded_docs.py +++ /dev/null @@ -1,25 +0,0 @@ -from fastapi import APIRouter, Depends, HTTPException, status -from app.models.payloads import SearchEncodedDocsQuery -from app.core.rag_model import get_rag_model -import logging - -router = APIRouter() -logger = logging.getLogger(__name__) - -@router.post("/") -async def search_encoded_docs(query: SearchEncodedDocsQuery, rag=Depends(get_rag_model)): - try: - logger.info(f"Starting search in encoded documents. Query: '{query.query}'") - results = rag.search_encoded_docs( - query=query.query, - k=query.k, - bsize=query.bsize - ) - logger.info(f"Search in encoded documents completed successfully. Query: '{query.query}'") - return results - except Exception as e: - logger.error(f"Search in encoded documents failed for query: '{query.query}': {e}", exc_info=True) - raise HTTPException( - status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="Search in encoded documents failed" - ) diff --git a/serve/app/core/config.py b/serve/app/core/config.py index 6da2587..28e87e9 100644 --- a/serve/app/core/config.py +++ b/serve/app/core/config.py @@ -5,6 +5,7 @@ class Settings(BaseSettings): PROJECT_VERSION: str = "1.0.0" API_V1_STR: str = "/api/v1" MODEL_NAME: str = "colbert-ir/colbertv2.0" + INDEX_ROOT: str = "index" class Config: case_sensitive = True diff --git a/serve/app/core/rag_model.py b/serve/app/core/rag_model.py index 19e53e2..a840814 100644 --- a/serve/app/core/rag_model.py +++ b/serve/app/core/rag_model.py @@ -15,7 +15,7 @@ def get_instance(cls) -> RAGPretrainedModel: if cls.model_instance is None: logger.info("Initializing RAGPretrainedModel instance...") # Initialize and configure RAGPretrainedModel - cls.model_instance = RAGPretrainedModel.from_pretrained(settings.MODEL_NAME) + cls.model_instance = RAGPretrainedModel.from_pretrained(pretrained_model_name_or_path=settings.MODEL_NAME, index_root=settings.INDEX_ROOT) logger.info("RAGPretrainedModel instance created successfully.") else: logger.debug("RAGPretrainedModel instance already exists, reusing the existing instance.") diff --git a/serve/tests/test_api.py b/serve/tests/test_api.py index f88c69b..3d93c7d 100644 --- a/serve/tests/test_api.py +++ b/serve/tests/test_api.py @@ -14,7 +14,7 @@ def test_search(): def test_add_to_index(): response = client.post("/api/v1/documents/add", json=add_documents) - assert response.status_code == 200 + assert response.status_code == 201 assert response.json() == {"message": "Documents added to index successfully"} def test_delete_from_index(): From 9b532943708efe4cb118ca1f7e13b92c0db7813a Mon Sep 17 00:00:00 2001 From: Ram Date: Wed, 31 Jan 2024 00:26:21 +0530 Subject: [PATCH 3/4] Minor Updates --- serve/.env.example | 2 +- serve/app/api/endpoints/document_management.py | 3 ++- serve/app/core/config.py | 2 +- serve/app/core/rag_model.py | 12 ++++++++++++ 4 files changed, 16 insertions(+), 3 deletions(-) diff --git a/serve/.env.example b/serve/.env.example index 08c231c..08fabb9 100644 --- a/serve/.env.example +++ b/serve/.env.example @@ -1,4 +1,4 @@ # .env file PROJECT_NAME=RAGatouille API MODEL_NAME=colbert-ir/colbertv2.0 -INDEX_ROOT=index \ No newline at end of file +INDEX_ROOT=local_store \ No newline at end of file diff --git a/serve/app/api/endpoints/document_management.py b/serve/app/api/endpoints/document_management.py index 15afc48..b2c0faf 100644 --- a/serve/app/api/endpoints/document_management.py +++ b/serve/app/api/endpoints/document_management.py @@ -1,6 +1,6 @@ from fastapi import APIRouter, Depends, HTTPException, status from app.models.payloads import AddToIndexQuery, DeleteFromIndexQuery, SearchQuery -from app.core.rag_model import get_rag_model +from app.core.rag_model import get_rag_model, delete_rag_model import logging router = APIRouter() @@ -28,6 +28,7 @@ async def delete_from_index(query: DeleteFromIndexQuery, rag=Depends(get_rag_mod document_ids=query.document_ids, index_name=query.index_name ) + # delete_rag_model() return {"message": "Documents deleted from index successfully"} except Exception as e: logger.error(f"Failed to delete documents from index: {e}") diff --git a/serve/app/core/config.py b/serve/app/core/config.py index 28e87e9..9036aad 100644 --- a/serve/app/core/config.py +++ b/serve/app/core/config.py @@ -5,7 +5,7 @@ class Settings(BaseSettings): PROJECT_VERSION: str = "1.0.0" API_V1_STR: str = "/api/v1" MODEL_NAME: str = "colbert-ir/colbertv2.0" - INDEX_ROOT: str = "index" + INDEX_ROOT: str = "local_store" class Config: case_sensitive = True diff --git a/serve/app/core/rag_model.py b/serve/app/core/rag_model.py index a840814..1247518 100644 --- a/serve/app/core/rag_model.py +++ b/serve/app/core/rag_model.py @@ -20,6 +20,18 @@ def get_instance(cls) -> RAGPretrainedModel: else: logger.debug("RAGPretrainedModel instance already exists, reusing the existing instance.") return cls.model_instance + + @classmethod + def delete_instance(cls): + if cls.model_instance is not None: + logger.info("Deleting RAGPretrainedModel instance...") + cls.model_instance = None + logger.info("RAGPretrainedModel instance deleted successfully.") + else: + logger.debug("RAGPretrainedModel instance does not exist, nothing to delete.") def get_rag_model() -> RAGPretrainedModel: return RAGModel.get_instance() + +def delete_rag_model(): + RAGModel.delete_instance() \ No newline at end of file From 781aea5825e8ef08186837472fc19d46456e54de Mon Sep 17 00:00:00 2001 From: Ram Date: Tue, 13 Feb 2024 22:20:59 +0530 Subject: [PATCH 4/4] Updated requirements, readme & poetry --- serve/README.md | 10 +- serve/poetry.lock | 3979 +++++++++++++++++ serve/pyproject.toml | 24 + serve/{app => ragatouille_serve}/__init__.py | 0 .../api/__init__.py | 0 .../{app => ragatouille_serve}/api/api_v1.py | 4 +- .../api/endpoints/__init__.py | 0 .../api/endpoints/document_management.py | 4 +- .../api/endpoints/encode.py | 4 +- .../api/endpoints/index.py | 4 +- .../api/endpoints/rerank.py | 4 +- .../core/__init__.py | 0 .../{app => ragatouille_serve}/core/config.py | 2 +- .../core/rag_model.py | 2 +- serve/{app => ragatouille_serve}/main.py | 6 +- .../models/__init__.py | 0 .../models/payloads.py | 0 .../utils/__init__.py | 0 .../utils/logging_config.py | 0 serve/requirements.txt | 16 +- serve/tests/test_api.py | 2 +- 21 files changed, 4036 insertions(+), 25 deletions(-) create mode 100644 serve/poetry.lock create mode 100644 serve/pyproject.toml rename serve/{app => ragatouille_serve}/__init__.py (100%) rename serve/{app => ragatouille_serve}/api/__init__.py (100%) rename serve/{app => ragatouille_serve}/api/api_v1.py (77%) rename serve/{app => ragatouille_serve}/api/endpoints/__init__.py (100%) rename serve/{app => ragatouille_serve}/api/endpoints/document_management.py (92%) rename serve/{app => ragatouille_serve}/api/endpoints/encode.py (93%) rename serve/{app => ragatouille_serve}/api/endpoints/index.py (90%) rename serve/{app => ragatouille_serve}/api/endpoints/rerank.py (89%) rename serve/{app => ragatouille_serve}/core/__init__.py (100%) rename serve/{app => ragatouille_serve}/core/config.py (90%) rename serve/{app => ragatouille_serve}/core/rag_model.py (96%) rename serve/{app => ragatouille_serve}/main.py (80%) rename serve/{app => ragatouille_serve}/models/__init__.py (100%) rename serve/{app => ragatouille_serve}/models/payloads.py (100%) rename serve/{app => ragatouille_serve}/utils/__init__.py (100%) rename serve/{app => ragatouille_serve}/utils/logging_config.py (100%) diff --git a/serve/README.md b/serve/README.md index 54170e3..0c7f3c2 100644 --- a/serve/README.md +++ b/serve/README.md @@ -39,6 +39,10 @@ RAGatouille API is a FastAPI application designed to provide an efficient and sc ```bash pip install -r requirements.txt ``` + or use Poetry + ```bash + poetry install + ``` 4. Copy .env.example to .env: ```bash cp .env.example .env @@ -48,7 +52,11 @@ RAGatouille API is a FastAPI application designed to provide an efficient and sc Start the FastAPI server with: ```bash -uvicorn app.main:app --reload +uvicorn ragatouille_serve.main:app --reload +``` +or start with Poetry +```bash +poetry run uvicorn ragatouille_serve.main:app --reload ``` The --reload flag enables hot reloading during development. diff --git a/serve/poetry.lock b/serve/poetry.lock new file mode 100644 index 0000000..7c9b7ea --- /dev/null +++ b/serve/poetry.lock @@ -0,0 +1,3979 @@ +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. + +[[package]] +name = "aiohttp" +version = "3.9.1" +description = "Async http client/server framework (asyncio)" +optional = false +python-versions = ">=3.8" +files = [ + {file = "aiohttp-3.9.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e1f80197f8b0b846a8d5cf7b7ec6084493950d0882cc5537fb7b96a69e3c8590"}, + {file = 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+python = ">=3.9,<4.0" +fastapi = "^0.109.2" +uvicorn = "^0.27.1" +pydantic = "^2.6.1" +requests = "^2.31.0" +starlette = ">=0.36.3,<0.37.0" +python-multipart = "^0.0.9" +pydantic-settings = "^2.1.0" +RAGatouille = "0.0.6rc2" + +[tool.poetry.group.dev.dependencies] +pytest = "^8.0.0" + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" diff --git a/serve/app/__init__.py b/serve/ragatouille_serve/__init__.py similarity index 100% rename from serve/app/__init__.py rename to serve/ragatouille_serve/__init__.py diff --git a/serve/app/api/__init__.py b/serve/ragatouille_serve/api/__init__.py similarity index 100% rename from serve/app/api/__init__.py rename to serve/ragatouille_serve/api/__init__.py diff --git a/serve/app/api/api_v1.py b/serve/ragatouille_serve/api/api_v1.py similarity index 77% rename from serve/app/api/api_v1.py rename to serve/ragatouille_serve/api/api_v1.py index 2676112..049aaf8 100644 --- a/serve/app/api/api_v1.py +++ b/serve/ragatouille_serve/api/api_v1.py @@ -1,6 +1,6 @@ from fastapi import APIRouter -from app.api.endpoints import index, document_management, rerank -from serve.app.api.endpoints import encode +from ragatouille_serve.api.endpoints import index, document_management, rerank +from ragatouille_serve.api.endpoints import encode # Versioned API router api_router = APIRouter() diff --git a/serve/app/api/endpoints/__init__.py b/serve/ragatouille_serve/api/endpoints/__init__.py similarity index 100% rename from serve/app/api/endpoints/__init__.py rename to serve/ragatouille_serve/api/endpoints/__init__.py diff --git a/serve/app/api/endpoints/document_management.py b/serve/ragatouille_serve/api/endpoints/document_management.py similarity index 92% rename from serve/app/api/endpoints/document_management.py rename to serve/ragatouille_serve/api/endpoints/document_management.py index b2c0faf..217245b 100644 --- a/serve/app/api/endpoints/document_management.py +++ b/serve/ragatouille_serve/api/endpoints/document_management.py @@ -1,6 +1,6 @@ from fastapi import APIRouter, Depends, HTTPException, status -from app.models.payloads import AddToIndexQuery, DeleteFromIndexQuery, SearchQuery -from app.core.rag_model import get_rag_model, delete_rag_model +from ragatouille_serve.models.payloads import AddToIndexQuery, DeleteFromIndexQuery, SearchQuery +from ragatouille_serve.core.rag_model import get_rag_model, delete_rag_model import logging router = APIRouter() diff --git a/serve/app/api/endpoints/encode.py b/serve/ragatouille_serve/api/endpoints/encode.py similarity index 93% rename from serve/app/api/endpoints/encode.py rename to serve/ragatouille_serve/api/endpoints/encode.py index a470a1b..5785e76 100644 --- a/serve/app/api/endpoints/encode.py +++ b/serve/ragatouille_serve/api/endpoints/encode.py @@ -1,6 +1,6 @@ from fastapi import APIRouter, Depends, HTTPException, status -from app.models.payloads import EncodeQuery, SearchEncodedDocsQuery, ClearEncodedDocsQuery -from app.core.rag_model import get_rag_model +from ragatouille_serve.models.payloads import EncodeQuery, SearchEncodedDocsQuery, ClearEncodedDocsQuery +from ragatouille_serve.core.rag_model import get_rag_model import logging router = APIRouter() diff --git a/serve/app/api/endpoints/index.py b/serve/ragatouille_serve/api/endpoints/index.py similarity index 90% rename from serve/app/api/endpoints/index.py rename to serve/ragatouille_serve/api/endpoints/index.py index b954931..2d1d05e 100644 --- a/serve/app/api/endpoints/index.py +++ b/serve/ragatouille_serve/api/endpoints/index.py @@ -1,6 +1,6 @@ from fastapi import APIRouter, Depends, HTTPException, status -from app.models.payloads import IndexQuery -from app.core.rag_model import get_rag_model +from ragatouille_serve.models.payloads import IndexQuery +from ragatouille_serve.core.rag_model import get_rag_model import logging router = APIRouter() diff --git a/serve/app/api/endpoints/rerank.py b/serve/ragatouille_serve/api/endpoints/rerank.py similarity index 89% rename from serve/app/api/endpoints/rerank.py rename to serve/ragatouille_serve/api/endpoints/rerank.py index 232ba94..ff212ab 100644 --- a/serve/app/api/endpoints/rerank.py +++ b/serve/ragatouille_serve/api/endpoints/rerank.py @@ -1,6 +1,6 @@ from fastapi import APIRouter, Depends, HTTPException, status -from app.models.payloads import RerankQuery -from app.core.rag_model import get_rag_model +from ragatouille_serve.models.payloads import RerankQuery +from ragatouille_serve.core.rag_model import get_rag_model import logging router = APIRouter() diff --git a/serve/app/core/__init__.py b/serve/ragatouille_serve/core/__init__.py similarity index 100% rename from serve/app/core/__init__.py rename to serve/ragatouille_serve/core/__init__.py diff --git a/serve/app/core/config.py b/serve/ragatouille_serve/core/config.py similarity index 90% rename from serve/app/core/config.py rename to serve/ragatouille_serve/core/config.py index 9036aad..1c8be02 100644 --- a/serve/app/core/config.py +++ b/serve/ragatouille_serve/core/config.py @@ -2,7 +2,7 @@ class Settings(BaseSettings): PROJECT_NAME: str = "RAGatouille API" - PROJECT_VERSION: str = "1.0.0" + PROJECT_VERSION: str = "0.1.0" API_V1_STR: str = "/api/v1" MODEL_NAME: str = "colbert-ir/colbertv2.0" INDEX_ROOT: str = "local_store" diff --git a/serve/app/core/rag_model.py b/serve/ragatouille_serve/core/rag_model.py similarity index 96% rename from serve/app/core/rag_model.py rename to serve/ragatouille_serve/core/rag_model.py index 1247518..aeba3c1 100644 --- a/serve/app/core/rag_model.py +++ b/serve/ragatouille_serve/core/rag_model.py @@ -1,5 +1,5 @@ from fastapi import Depends -from app.core.config import settings +from ragatouille_serve.core.config import settings from ragatouille import RAGPretrainedModel import logging diff --git a/serve/app/main.py b/serve/ragatouille_serve/main.py similarity index 80% rename from serve/app/main.py rename to serve/ragatouille_serve/main.py index 5c6fbe5..0736aab 100644 --- a/serve/app/main.py +++ b/serve/ragatouille_serve/main.py @@ -1,7 +1,7 @@ from fastapi import FastAPI -from app.api.api_v1 import api_router -from app.core.config import Settings -from app.utils.logging_config import setup_logging +from ragatouille_serve.api.api_v1 import api_router +from ragatouille_serve.core.config import Settings +from ragatouille_serve.utils.logging_config import setup_logging import logging # Initialize FastAPI app and settings diff --git a/serve/app/models/__init__.py b/serve/ragatouille_serve/models/__init__.py similarity index 100% rename from serve/app/models/__init__.py rename to serve/ragatouille_serve/models/__init__.py diff --git a/serve/app/models/payloads.py b/serve/ragatouille_serve/models/payloads.py similarity index 100% rename from serve/app/models/payloads.py rename to serve/ragatouille_serve/models/payloads.py diff --git a/serve/app/utils/__init__.py b/serve/ragatouille_serve/utils/__init__.py similarity index 100% rename from serve/app/utils/__init__.py rename to serve/ragatouille_serve/utils/__init__.py diff --git a/serve/app/utils/logging_config.py b/serve/ragatouille_serve/utils/logging_config.py similarity index 100% rename from serve/app/utils/logging_config.py rename to serve/ragatouille_serve/utils/logging_config.py diff --git a/serve/requirements.txt b/serve/requirements.txt index 262212f..1e6dc82 100644 --- a/serve/requirements.txt +++ b/serve/requirements.txt @@ -1,8 +1,8 @@ -fastapi -uvicorn -pydantic -pytest -requests -starlette -python-multipart -pydantic-settings \ No newline at end of file +fastapi = "^0.109.2" +uvicorn = "^0.27.1" +pydantic = "^2.6.1" +requests = "^2.31.0" +starlette = ">=0.36.3,<0.37.0" +python-multipart = "^0.0.9" +pydantic-settings = "^2.1.0" +RAGatouille = "0.0.6rc2" \ No newline at end of file diff --git a/serve/tests/test_api.py b/serve/tests/test_api.py index 3d93c7d..f63fe6d 100644 --- a/serve/tests/test_api.py +++ b/serve/tests/test_api.py @@ -1,6 +1,6 @@ from fastapi.testclient import TestClient from .payloads import index_documents, search_query, add_documents, delete_documents, rerank, encode, search_encoded, clear_encoded -from app.main import app +from ragatouille_serve.main import app client = TestClient(app)