Tools
Alhazen has a library of tools, programs with simple call / return signatures that agents call to solve problems.
| Title | Description |
|---|---|
| Alhazen Toolkit | A set of Langchain tools that populate and query a CEIFNS database by (1) Build collections of expressions; (2) locate and load items that represent expressions; (3) segregate the parts of items as ‘fragments’; (4) analyze the fragments to generate notes that can then be summarized to provide summaries. |
| Basic Tools for Alhazen | Simple tools to demonstrate utility and ‘agentic’ functionality. |
| Methods Metadata Extraction Tool | Langchain tools that execute zero-shot extraction over a local database of full text papers previously imported into our database. |
| Paper QA Emulation Tool | We here emulate the workflow of the PaperQA system by Andrew White (https://thewhitelab.org/). This is a Retrieval Augmented Generation (RAG) application using a Map-Reduce model where we query our embedded index for based on a question, we then write summaries for each returned document based on relevance to the underlying question. Finally, we synthesize each summary into an essay presented as an answer to the original question. |
| Protocol Workflow Extraction Tool | Langchain tools that execute zero-shot extraction over a local database of full text papers previously imported into our database. |
| Title / Abstract Classifier Tool | Langchain tools that execute zero-shot classification tasks over a local database of title/abstracts from papers previously imported into our database. |
| Title / Abstract Extraction Tool | Langchain tools that execute zero-shot extraction tasks over a local database of title/abstracts from papers previously imported into our database. |
| Title / Abstract Mapping Tool | Langchain tools that execute zero-shot classification tasks over a local database of title/abstracts from papers previously imported into our database. |
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