AgentSearch Loader
pip install llama-index-readers-agent-search
This framework facilitates seamless integration with the AgentSearch dataset or hosted search APIs (e.g. Search Engines) and with RAG-specialized LLM's (e.g. Search Agents).
During query-time, the user passes in the query string, search provider (bing, agent-search), and RAG provider model (SciPhi/Sensei-7B-V1).
To learn more, please refer to the documentation here.
Usage
Here's an example usage of the AgentSearchReader.
# Optionally set the API key in the env
# import os
# os.environ["SCIPHI_API_KEY"] = "..."
from llama_index.readers.agent_search import AgentSearchReader
reader = AgentSearch()
document = reader.load_data(
query="latest news",
)[0]
# text = "The latest news encompasses ... and its consequences [2]."
# metadata = {'related_queries': ['Details on the...', ...], 'search_results' : [...]}
This loader is designed to be used as a way to load data into LlamaIndex. https://github.com/run-llama/llama_index/
Metadata
Release files for llama-index-readers-agent-search 0.6.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
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| llama_index_readers_agent_search-0.6.0.tar.gz | 4.3 kB | Without provenance | Details for llama_index_readers_agent_search-0.6.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| llama_index_readers_agent_search-0.6.0-py3-none-any.whl | Python 3 | none | any | Details for llama_index_readers_agent_search-0.6.0-py3-none-any.whl |
Total release size: 8.4 kB
Release files / llama_index_readers_agent_search-0.6.0.tar.gz
| Download URL | llama_index_readers_agent_search-0.6.0.tar.gz |
|---|---|
| Size | 4.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Release files / llama_index_readers_agent_search-0.6.0-py3-none-any.whl
| Download URL | llama_index_readers_agent_search-0.6.0-py3-none-any.whl |
|---|---|
| Size | 4.1 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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