| Name | llama-index-readers-mongodb JSON |
| Version |
0.2.0
JSON |
| download |
| home_page | None |
| Summary | llama-index readers mongodb integration |
| upload_time | 2024-08-22 06:39:53 |
| maintainer | jerryjliu |
| docs_url | None |
| author | Your Name |
| requires_python | <4.0,>=3.8.1 |
| license | MIT |
| keywords |
|
| VCS |
|
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
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| coveralls test coverage |
No coveralls.
|
# LlamaIndex Readers Integration: Mongo
## Overview
Simple Mongo Reader allows loading data from a MongoDB database. It concatenates specified fields from each document into a single document used by LlamaIndex.
### Installation
You can install MongoDB Reader via pip:
```bash
pip install llama-index-readers-mongodb
```
### Usage
```python
from llama_index.readers.mongo import SimpleMongoReader
# Initialize SimpleMongoReader
reader = SimpleMongoReader(
host="<Mongo Host>", # Mongo host address
port=27017, # Mongo port (default: 27017)
uri="<Mongo Connection String>", # Provide the URI if not using host and port
)
# Lazy load data from MongoDB
documents = reader.lazy_load_data(
db_name="<Database Name>", # Name of the database
collection_name="<Collection Name>", # Name of the collection
field_names=[
"text"
], # Names of the fields to concatenate (default: ["text"])
separator="", # Separator between fields (default: "")
query_dict=None, # Query to filter documents (default: None)
max_docs=0, # Maximum number of documents to load (default: 0)
metadata_names=None, # Names of the fields to add to metadata attribute (default: None)
)
```
Implementation for MongoDB reader can be found [here](https://docs.llamaindex.ai/en/stable/examples/data_connectors/MongoDemo/)
This loader is designed to be used as a way to load data into
[LlamaIndex](https://github.com/run-llama/llama_index/tree/main/llama_index) and/or subsequently
used as a Tool in a [LangChain](https://github.com/hwchase17/langchain) Agent.
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"description": "# LlamaIndex Readers Integration: Mongo\n\n## Overview\n\nSimple Mongo Reader allows loading data from a MongoDB database. It concatenates specified fields from each document into a single document used by LlamaIndex.\n\n### Installation\n\nYou can install MongoDB Reader via pip:\n\n```bash\npip install llama-index-readers-mongodb\n```\n\n### Usage\n\n```python\nfrom llama_index.readers.mongo import SimpleMongoReader\n\n# Initialize SimpleMongoReader\nreader = SimpleMongoReader(\n host=\"<Mongo Host>\", # Mongo host address\n port=27017, # Mongo port (default: 27017)\n uri=\"<Mongo Connection String>\", # Provide the URI if not using host and port\n)\n\n# Lazy load data from MongoDB\ndocuments = reader.lazy_load_data(\n db_name=\"<Database Name>\", # Name of the database\n collection_name=\"<Collection Name>\", # Name of the collection\n field_names=[\n \"text\"\n ], # Names of the fields to concatenate (default: [\"text\"])\n separator=\"\", # Separator between fields (default: \"\")\n query_dict=None, # Query to filter documents (default: None)\n max_docs=0, # Maximum number of documents to load (default: 0)\n metadata_names=None, # Names of the fields to add to metadata attribute (default: None)\n)\n```\n\nImplementation for MongoDB reader can be found [here](https://docs.llamaindex.ai/en/stable/examples/data_connectors/MongoDemo/)\n\nThis loader is designed to be used as a way to load data into\n[LlamaIndex](https://github.com/run-llama/llama_index/tree/main/llama_index) and/or subsequently\nused as a Tool in a [LangChain](https://github.com/hwchase17/langchain) Agent.\n",
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