of the `SelfQueryRetriever` component in comparison to a baseline model. The evaluation was performed on a test case where the query was broken down into a semantic query and a metadata filter. The results showed that the `SelfQueryRetriever` component was able to perform the transformation between query and metadata format, but failed to filter using the episode ID in the query. The baseline model returned documents from three different episodes, which confused the answer. The `SelfQueryRetriever` component was deemed to work well in many cases and will be used in retrieval.'PreviousAgent with retrieval toolNextRAG over in-memory documentsCommunityDiscordTwitterGitHubPythonJS/TSMoreHomepageBlogCopyright ¬© 2023 LangChain, Inc.
Text splitting for vector storage often uses sentences or other delimiters to keep related text together.
Text splitting for vector storage often uses sentences or other delimiters to keep related text together. ->: of the `SelfQueryRetriever` component in comparison to a baseline model. The evaluation was performed on a test case where the query was broken down into a semantic query and a metadata filter. The results showed that the `SelfQueryRetriever` component was able to perform the transformation between query and metadata format, but failed to filter using the episode ID in the query. The baseline model returned documents from three different episodes, which confused the answer. The `SelfQueryRetriever` component was deemed to work well in many cases and will be used in retrieval.'PreviousAgent with retrieval toolNextRAG over in-memory documentsCommunityDiscordTwitterGitHubPythonJS/TSMoreHomepageBlogCopyright ¬© 2023 LangChain, Inc.