Add focus_agent, embedding and bm25 agents#302
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imenelydiaker wants to merge 3 commits intoServiceNow:mainfrom
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Add focus_agent, embedding and bm25 agents#302imenelydiaker wants to merge 3 commits intoServiceNow:mainfrom
imenelydiaker wants to merge 3 commits intoServiceNow:mainfrom
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It would be nice to have the the bm25_agent and embedding_agent in the focus_agent subdirectory, as they are related baselines. @recursix Do you have any thoughts about this?
| def make_model(self): | ||
| return MockEmbeddingRetriever(self) | ||
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Make the focus-agent tests optional if the dependencies are not not installed.
| from agentlab.experiments.loop import EnvArgs, ExpArgs | ||
| from agentlab.llm.chat_api import CheatMiniWoBLLMArgs | ||
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Make the focus agent tests optional if dependencies are not installed.
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This PR adds 3 agents for the paper FocusAgent: Simple Yet Effective Ways of Trimming the Large Context of Web Agents:
All 3 agents use then
GenericAgentas the executor.Description by Korbit AI
What change is being made?
Add BM25RetrieverAgent, EmbeddingRetrieverAgent, and FocusAgent (including their retrievers, configs, utilities, and tests), along with dependency updates to support BM25 and LangChain features.
Why are these changes being made?
Introduce retrieval-augmented agents to improve content filtering and context selection using BM25, embedding-based similarity, and line-based focus strategies; provide configurable presets and tests to ensure correct behavior across agents.