Gpt-researcher

Latest version: v0.6.1

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0.2.0

Super excited to share the latest release, highly contributed by the the one and only proy9714 👏

Introducing long and detailed reports, with a completely new architecture inspired by the latest [STORM](https://arxiv.org/abs/2402.14207) paper.

In this method we do the following:

1. Trigger Initial GPT Researcher report based on task
2. Generate subtopics from research summary
3. For each subtopic the headers of the subtopic report are extracted and accumulated
4. For each subtopic a report is generated making sure that any information about the headers accumulated until now are not re-generated.
5. An additional introduction section is written along with a table of contents constructed from the entire report.
6. The final report is constructed by appending these : Intro + Table of contents + Subsection reports

In addition, this release includes support for Azure OpenAI norrisp90

v.0.1.6
This release is largely thanks to proy9714 for some high impact contributions!
1. Support for downloading research as docx file https://github.com/assafelovic/gpt-researcher/pull/403
2. Support for Gemini provider https://github.com/assafelovic/gpt-researcher/pull/408
3. Improved report generation with hyperlinks https://github.com/assafelovic/gpt-researcher/pull/404
4. Support for Python3.10 https://github.com/assafelovic/gpt-researcher/pull/403

Huge shoutout to proy9714 👏

0.1.5

Another great release thanks to the amazing community! ❤️

Big shoutout to the following contributions:
proy9714 for adding newpaper3k support for better article scraping https://github.com/assafelovic/gpt-researcher/pull/365
jimmylin0979 for adding support for additional embeddings such as Mistral, Ollama and HuggingFace https://github.com/assafelovic/gpt-researcher/pull/375
assafelovic adding support for pdf styling of research reports https://github.com/assafelovic/gpt-researcher/pull/396
WarrenTheRabbit for fixing a documentation typo https://github.com/assafelovic/gpt-researcher/pull/391

Thank you to everyone and looking forward for more contributions!

0.1.4

Excited to introduce latest version that removes strict dependencies from requirements.txt, fixes some installation issues and adds support for virtual env and Poetry!

Big shoutout to contributors aaaastark for the PR: https://github.com/assafelovic/gpt-researcher/pull/319

0.1.3

Releasing new version that resolves dependency issues with latest version.

0.1.2

Excited to kick off the new year with a long awaited feature: Research report on specific urls! 🎉

You can now skip the search by providing urls directly to GPTResearcher and create a research report like so:

urls = ["https://docs.tavily.com/docs/tavily-api/introduction",
"https://docs.tavily.com/docs/tavily-api/python-sdk",
"https://docs.tavily.com/docs/tavily-api/rest_api"]

query = "How can I integrate Tavily Rest API with my application?"

async def get_report(query: str, source_urls: list) -> str:
researcher = GPTResearcher(query=query, source_urls=source_urls)
report = await researcher.run()
return report

report = asyncio.run(get_report(query, urls))
print(report)


The release includes additional stability and performance improvements, along with updated library dependencies.

0.1.1

Excited to release the latest version aimed at improving overall research performance! 🎉

We're introducing a new approach to extracting relevant information from scraped sites using Contextual Compression. We now leverage embeddings to better store and retrieve information across the research lifecycle. This latest improvement reduces research task time by an average of 60%, increases quality by ~30% and reduces GPT costs by 50% (we don't summarize with GPT anymore).

In addition, thank you to our amazing contributors:
reasonmethis for the serp retriever fix: https://github.com/assafelovic/gpt-researcher/pull/261
devon-ye for the Chinese README addition: https://github.com/assafelovic/gpt-researcher/pull/254

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