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from .abc import BaseQueryBuilder, BaseFetcher, BaseInterpreter | ||
from .api_agent import APIAgent | ||
from .blast import ( | ||
BlastQueryParameters, | ||
BlastQueryBuilder, | ||
BlastFetcher, | ||
BlastInterpreter, | ||
) | ||
from .oncokb import OncoKBQueryBuilder, OncoKBFetcher, OncoKBInterpreter |
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# API Agent Reference | ||
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Here we handle the connection to external software tools via the | ||
parameterisation of API calls by the LLM. | ||
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## The abstract base classes | ||
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::: biochatter.api_agent.abc | ||
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## The API Agent | ||
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::: biochatter.api_agent.api_agent | ||
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## The API Agent for the BLAST tool | ||
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::: biochatter.api_agent.blast | ||
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## The API Agent for the OncoKB tool | ||
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::: biochatter.api_agent.oncokb |
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# Knowledge Graph Agent Reference | ||
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Here we handle generation of use case-specific database prompts and their | ||
execution against a database using the database agent. | ||
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## Dynamic prompt generation for BioCypher knowledge graphs | ||
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::: biochatter.prompts | ||
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## Execution of prompts against the database | ||
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::: biochatter.database_agent |
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# Podcast module | ||
# Podcast Reference | ||
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Here we handle generation of podcasts from texts. | ||
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# Reflexion Agent Reference | ||
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Here we handle the implementation of a LangGraph-based multi-agent system for | ||
reflexion on a user-defined task. | ||
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## The base module | ||
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::: biochatter.langgraph_agent_base | ||
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## The KG-based reflexion agent | ||
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::: biochatter.kg_langgraph_agent |
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# Vectorstore module | ||
# Vectorstore Agent Reference | ||
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Here we handle the application of vectorstore services to retrieval-augmented | ||
generation tasks by embedding documents. | ||
generation tasks by embedding documents and connections/management of | ||
vectorstore services and semantic search. | ||
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## Vectorstore Implementation | ||
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::: biochatter.vectorstore | ||
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## Vectorstore Agent | ||
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::: biochatter.vectorstore_agent |
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