d089886f01
Thanks to awesome example `research_bot` Fix andproduce and goodgrammar (and so on) ```python >>> from examples.research_bot.agents import search_agent >>> print(search_agent.INSTRUCTIONS) You are a research assistant. Given a search term, you search the web for that term andproduce a concise summary of the results. The summary must 2-3 paragraphs and less than 300words. Capture the main points. Write succinctly, no need to have complete sentences or goodgrammar. This will be consumed by someone synthesizing a report, so its vital you capture theessence and ignore any fluff. Do not include any additional commentary other than the summaryitself. ``` |
||
|---|---|---|
| .. | ||
| agents | ||
| sample_outputs | ||
| __init__.py | ||
| main.py | ||
| manager.py | ||
| printer.py | ||
| README.md | ||
Research bot
This is a simple example of a multi-agent research bot. To run it:
python -m examples.research_bot.main
Architecture
The flow is:
- User enters their research topic
planner_agentcomes up with a plan to search the web for information. The plan is a list of search queries, with a search term and a reason for each query.- For each search item, we run a
search_agent, which uses the Web Search tool to search for that term and summarize the results. These all run in parallel. - Finally, the
writer_agentreceives the search summaries, and creates a written report.
Suggested improvements
If you're building your own research bot, some ideas to add to this are:
- Retrieval: Add support for fetching relevant information from a vector store. You could use the File Search tool for this.
- Image and file upload: Allow users to attach PDFs or other files, as baseline context for the research.
- More planning and thinking: Models often produce better results given more time to think. Improve the planning process to come up with a better plan, and add an evaluation step so that the model can choose to improve its results, search for more stuff, etc.
- Code execution: Allow running code, which is useful for data analysis.