h2o-helium


Nameh2o-helium JSON
Version 0.8.2 PyPI version JSON
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SummaryClient library for H2O Helium
upload_time2023-09-25 18:15:16
maintainer
docs_urlNone
author
requires_python>=3.8
license
keywords information-retrieval llm large-language-models question-answering search semantic-search analytical-search lexical-search document-search natural-language-querying
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requirements No requirements were recorded.
Travis-CI No Travis.
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            # H2O Helium Python Client

## Install

```bash
pip install h2o-helium
```

## Usage

```python
from h2o_helium import Helium

helium = Helium(address='https://helium.h2o.ai', api_key='sk-xxxxxx')

# Create a new collection
collection_id = helium.create_collection(name='Contracts', description='Paper clip supply contracts')

# Upload documents
with open('/path/to/dunder_mifflin.pdf', 'rb') as f:
    dunder_mifflin = helium.upload('Dunder Mifflin.pdf', f)
with open('/path/to/wernham_hogg.pdf', 'rb') as f:
    initech = helium.upload('Wernham Hogg.pdf', f)

# Ingest documents
helium.ingest_uploads(collection_id, [dunder_mifflin, initech])

# Create a chat session
chat_session_id = helium.create_chat_session(collection_id)

# Query the collection
with helium.connect(chat_session_id) as session:
    reply = session.query('How many paper clips were shipped to Scranton?', timeout=10)
    print(reply.content)
    
    reply = session.query('Did David Brent co-sign the contract with Initech?', timeout=10)
    print(reply.content)
```


            

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    "description": "# H2O Helium Python Client\n\n## Install\n\n```bash\npip install h2o-helium\n```\n\n## Usage\n\n```python\nfrom h2o_helium import Helium\n\nhelium = Helium(address='https://helium.h2o.ai', api_key='sk-xxxxxx')\n\n# Create a new collection\ncollection_id = helium.create_collection(name='Contracts', description='Paper clip supply contracts')\n\n# Upload documents\nwith open('/path/to/dunder_mifflin.pdf', 'rb') as f:\n    dunder_mifflin = helium.upload('Dunder Mifflin.pdf', f)\nwith open('/path/to/wernham_hogg.pdf', 'rb') as f:\n    initech = helium.upload('Wernham Hogg.pdf', f)\n\n# Ingest documents\nhelium.ingest_uploads(collection_id, [dunder_mifflin, initech])\n\n# Create a chat session\nchat_session_id = helium.create_chat_session(collection_id)\n\n# Query the collection\nwith helium.connect(chat_session_id) as session:\n    reply = session.query('How many paper clips were shipped to Scranton?', timeout=10)\n    print(reply.content)\n    \n    reply = session.query('Did David Brent co-sign the contract with Initech?', timeout=10)\n    print(reply.content)\n```\n\n",
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