Skip to main content

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

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for llama-index-readers-agent-search 0.6.0
File Size Uploaded Provenance Actions
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)

Table of built distributions (wheels) for llama-index-readers-agent-search 0.6.0
File Interpreter ABI Platform Actions
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
7df046f738fe8c89f0cd87bb0e7d2fac284b917a72a9dd4ed43192626102d5fc
BLAKE2b-256 checksum
How to use checksums
b3b9985da41ace9cd2dfbfad0bda75627087f6f6e49d67d47006d12e9d4001f7
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.12.7 {"installer":{"name":"uv","version":"0.12.7","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

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
SHA-256 checksum
How to use checksums
c4675d4e839170758daf17b87a6ae77bb41279ded18082e90254f69c52c4fe1a
BLAKE2b-256 checksum
How to use checksums
dd2276fb51b96a5ff3b522b645fd099850381eea5fe03e0203782594a176444a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.12.7 {"installer":{"name":"uv","version":"0.12.7","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Security for llama-index-readers-agent-search 0.6.0

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

No provenance found

None of the files in this release were uploaded with provenance metadata.

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page