Releases: assafelovic/gpt-researcher
Deep Research now integrated with GPTR! 🎉
Wow, what a major release this is! We're so excited to release our very own version of Deep Research! Also, this release has so many performance improvements including a new integration with FireCrawl for production scraping!
🎉 Announcing Deep Research for GPT Researcher
We're thrilled to announce the release of Deep Research - a powerful new capability for GPT Researcher that takes autonomous research to the next level!
What is Deep Research?
Deep Research is an advanced recursive research system that explores topics with unprecedented depth and breadth using a tree-like exploration pattern. Think of it as deploying a team of specialized AI researchers, each diving deep into different aspects of your topic while maintaining a cohesive understanding of the bigger picture.
Key Features
- 🌳 Tree-like Exploration: Configurable depth and breadth parameters let you control how wide and deep the research goes
- ⚡️ Concurrent Processing: Multiple research paths are explored simultaneously for faster results
- 🤝 Smart Context Management: Automatic aggregation and synthesis of findings across all research branches
- 📊 Real-time Progress Tracking: Monitor your research progress across both breadth and depth dimensions
Performance & Resources
- ⏱️ Average completion time: ~5 minutes per deep research
- 💰 Cost-effective: ~$0.4 per research using
o3-minion "high" reasoning effort - 🎯 Produces comprehensive reports with multiple perspectives and deeper insights
Getting Started
Deep Research is available now in the latest version of GPT Researcher. You can enable it by:
- Using the PIP package with
report_type="deep" - Selecting "Deep Research" in the web interface
- Configuring custom parameters through environment variables or config files
Documentation
For detailed information about Deep Research, including configuration options and best practices, visit our Deep Research documentation.
Try it out today and experience a new level of autonomous research capability!
What's Changed
- Fix: missing temperature parameter ( #1154 ) by @DaisukeUra in #1155
- Update Dependencies to Fix OpenAI API Parameter Error by @Jones0073 in #1161
- Update docker doc to add langchain packages by @azertylr in #1167
- Fixed constuct subtopics by @vinayvikram in #1172
- feat: Add BSHTMLLoader support and enhance error handling for document loading by @LavX in #1166
- Enhanced incorrect json format handling at agent_creator.py by @johnmalek312 in #1168
- Added the Azure-storage option for document sources. by @Shivam-19agg in #1165
- Filter by domain[s] by @ElishaKay in #1157
- Fix: ArxivScraper causing error when scraping the link. by @new-player in #1178
- Deep Research logic to enhance GPT Researcher capabilities by @assafelovic in #1179
- Add FireCrawl scaper by @kongacute in #1177
New Contributors
- @DaisukeUra made their first contribution in #1155
- @Jones0073 made their first contribution in #1161
- @azertylr made their first contribution in #1167
- @vinayvikram made their first contribution in #1172
- @LavX made their first contribution in #1166
- @johnmalek312 made their first contribution in #1168
- @Shivam-19agg made their first contribution in #1165
- @new-player made their first contribution in #1178
- @kongacute made their first contribution in #1177
Full Changelog: v3.2.1...v3.2.2
Join our Discord community to share your experience and feedback. :-)
Contributors
Assets 2
v3.2.1
With the latest Deep Research hype - which you all know is actually what GPTR is all about already two years ago :), we've added support for reasoning models across the entire research workflow, including support for more deeper research. You can now easily add the following env vars to GPTR for a Deep Research experience!
What's Changed
- Update README.md for multi-agents by @danieldekay in #1138
- Fix scraper browser returns duplicate texts by @ewgdg in #1134
- refactor: get text from soup by @ewgdg in #1143
- fixed polling param for ubuntu host by @kga245 in #1151
- added helpful optional configs for dockerized hosting by @kga245 in #1150
- Adds support for o3-mini by @regismesquita in #1144
New Contributors
- @ewgdg made their first contribution in #1134
- @regismesquita made their first contribution in #1144
Full Changelog: v3.2.0...v3.2.1
v3.2.0
This release is focused on many performance improvements and bug fixes, making GPT Researcher more powerful than before. With the release of Deep Research, we've been hands down fixing and improving performance to sustain our position as the leading open deep research. Thanks and welcome to all the new contributors who helped push GPTR further!
What's Changed
- GPTR api url, npm package & other polishes by @ElishaKay in #1093
- fix(#1100): apply language config to Introduction and Conclusion sections by @DAAE-Na-Yunchae in #1101
- feature/support GigaChat LLM by @Rai220 in #1095
- Update Poetry to supported Python version by @chrishart0 in #1107
- Update tavily_search.py so TAVILY missing error no longer occurs by @cnukaus in #1113
- Add google_genai:text-embedding-004 by @gmh5225 in #1112
- fix: add language param to generate_outline_report_prompt by @fibonacci998 in #1109
- fix: update broken link in README by @fibonacci998 in #1117
- Fixed human in the loop by @electricjimi in #1116
- Fixed broken configuration link in llms.md by @Ajacmac in #1121
- feat: enhance scraper logging and title handling by @kga245 in #1118
- fix: update directory nextjs example in langgraph.md by @fibonacci998 in #1123
New Contributors
- @DAAE-Na-Yunchae made their first contribution in #1101
- @Rai220 made their first contribution in #1095
- @chrishart0 made their first contribution in #1107
- @cnukaus made their first contribution in #1113
- @gmh5225 made their first contribution in #1112
- @fibonacci998 made their first contribution in #1109
- @electricjimi made their first contribution in #1116
- @Ajacmac made their first contribution in #1121
Full Changelog: v3.1.9...v3.2.0
v3.1.9
What's Changed
- preserve user-specified report source instead of config default by @alesaccoia in #1070
- multi_agent: update CSS path to be relative to current file by @alesaccoia in #1071
- Logging update. Fixed regression and update to Docker log handling. by @kga245 in #1066
- Feature/add cursor rules, procfile addition by @kga245 in #1072
- Feature/add tone argument by @kga245 in #1074
- Update llms.md for Azure OpenAI by @danieldekay in #1083
- data ingestion docs and discord bot by @ElishaKay in #1075
- docs and docker fixes by @ElishaKay in #1085
New Contributors
- @alesaccoia made their first contribution in #1070
Full Changelog: v3.1.8...v3.1.9
v3.1.8
Adding support for LiteLLM as a generic LLM provider. In addition we now support DeepSeek!
What's Changed
- Add DeepSeek to SUPPORTED_PROVIDERS by @winsonluk in #1056
- add parameter to fix resource execution by @Italosayan in #1053
- Add Litellm to supported providers in GenericLLMProvider by @moritalous in #1060
- Remove server log.txt by @kga245 in #1059
New Contributors
- @Italosayan made their first contribution in #1053
Full Changelog: v.3.1.7...v3.1.8
v.3.1.7
This week includes another iteration on major performance improvements from our amazing community. Thanks to @kga245 for the awesome contribution, rebuilding the entire log handler for more robust capabilities. We've also added support for Tavily Extract that solves scale for developers shipping GPT Researcher in production. Tavily Extract allows to scrape any site at scale without getting blocked by site providers or dealing with the hassle of proxies, etc. Thank you to the best community on Github and looking forward to your next contributions. And like always welcome to our new contributors!
What's Changed
- Prints unexpected Google retriever search API response by @ivarprudnikov in #1036
- Logs handler improvements by @kga245 in #1038
- Added tutorial playlist to documentation by @gaurav3247 in #1042
- Bug fixes to unified logs by @kga245 in #1039
- Support Bedrock embedding model by @moritalous in #1045
- Update hybrid_research.md by @MC-shark in #1046
- 【Added】Enable support for processing online documents in hybrid mode by @MC-shark in #1043
- Adding Tavily extract by @pulvedu in #1044
- Fix Gemini bug when system role is provided by @winsonluk in #1048
New Contributors
- @ivarprudnikov made their first contribution in #1036
- @gaurav3247 made their first contribution in #1042
- @moritalous made their first contribution in #1045
- @pulvedu made their first contribution in #1044
Full Changelog: v3.1.6...v.3.1.7
v3.1.6
Another release of performance improvements and bug fixes. Welcome @kga245 as a new contributor with a super valuable contribution and special shoutout again to @winsonluk for helping improve GPTR's stability!
What's Changed
- Fix xAI bug by @winsonluk in #1021
- added language support by @assafelovic in #1026
- fix: Add language parameter support to generate_subtopic_report_prompt by @onlydole in #1029
- Fix generate_custom_report_prompt language bug by @winsonluk in #1033
- Introduce strategic_token_limit to fix Anthropic bug by @winsonluk in #1032
- Feature: unified logs handler by @kga245 in #1031
New Contributors
Full Changelog: v3.1.5...v3.1.6
v3.1.5
Welcome to all the new contributors and special shoutout to @winsonluk! This release includes critical bug fixes and improvements to report quality such as ranking sources and content before generation. This release is recommended for all!
What's Changed
- Adding a ranking step of research sources by @assafelovic in #992
- UX Fixes by @ElishaKay in #994
- Fix max_results for Google Search by @winsonluk in #1009
- Add xAI by @winsonluk in #1017
- Fix uncaught exception in Google retrieval by @winsonluk in #1018
- Default to the retriever set in config rather than just tavily by @winsonluk in #1019
- 【feature】Commit Message: Optimized PyMuPDFScraper to handle invalid o… by @MC-shark in #1012
- Add support for DashScope provider in LLM and embeddings modules by @AStupidBear in #1013
- Fix AWS Bedrock invocation; create output folder in cli.py if it doesn't exist by @ai-1st in #1014
New Contributors
- @winsonluk made their first contribution in #1009
- @MC-shark made their first contribution in #1012
- @AStupidBear made their first contribution in #1013
- @ai-1st made their first contribution in #1014
Full Changelog: v3.1.4...v3.1.5
v3.1.4
What's Changed
- nextjs upgrades & security patch by @ElishaKay in #978
- Azure embedding quota limit by @roninio in #979
- fix: passing source_urls limits sources by @ElishaKay in #982
New Contributors
Full Changelog: v3.1.3...v3.1.4
Contributors
Assets 2
New UX + Performance improvements
Excited to introduce a complete revamp to our React application which now provides a much smoother and optimal research experience than before. In addition we have some awesome new features like chatting with your reports, improved pubmed retrieval, additional embedding providers and more! As always, this is many thanks to our incredible community. Keep it coming!
gptr-demo-compressed.mp4
What's Changed
- NextJS Upgrades by @ElishaKay in #951
- Updated Contributing.md by @HimangshuYadav in #952
- Documentation update to correct LLM provider prefix for Azure OpenAI. by @scchengaiah in #958
- Updates code of conduct and removes all the grammatical errors. by @HimangshuYadav in #956
- Updates Readme.md (English version) by @HimangshuYadav in #955
- Sort pubmed_central search results by relevance versus default newest by @cannin in #953
- Add function get_similar_content_by_query_with_vectorstore. by @dzerkes in #961
- Searx retriever refactoring by @igochkov in #960
- Update gptr-logs-handler.py by @DhruvKadam-git in #962
- Chat with History by @khoangothe in #885
- nextjs chat fix by @ElishaKay in #972
- Add embedding providers by @kesamet in #965
- update
getHostreference by @emmanuel-ferdman in #973 - Improved NextJS UX by @assafelovic in #968
New Contributors
- @HimangshuYadav made their first contribution in #952
- @scchengaiah made their first contribution in #958
- @cannin made their first contribution in #953
- @dzerkes made their first contribution in #961
- @igochkov made their first contribution in #960
- @DhruvKadam-git made their first contribution in #962
- @emmanuel-ferdman made their first contribution in #973
Full Changelog: v3.1.2...v3.1.3
