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Retrieval Orchestration · Awesome GitHub Repositories

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Awesome GitHub RepositoriesRetrieval Orchestration

Frameworks for iteratively querying and refining information retrieval from knowledge bases.

Distinguishing note: Focuses on the orchestration logic of retrieval systems rather than the storage or indexing itself.

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  • huggingface/smolagents

    huggingface/smolagents

    25,515View on GitHub↗

    This framework provides a development toolkit for building autonomous agents that utilize language models to solve complex, non-deterministic tasks. Its core design centers on a code-executing architecture where agents generate and run Python code snippets to perform logic, data manipulation, and tool interactions. By moving beyond structured data formats, the system enables agents to manage program flow and object state through iterative reasoning cycles. The project distinguishes itself through its focus on code-based agent implementation and secure execution environments. Developers can ch

    Orchestrates iterative retrieval and analysis of knowledge base information to answer complex queries.

    Python
    25,515View on GitHub↗