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Cohort discipline: the agent's join shape and its choice of k both change the answer
ai-native-layerPart of the AI-native query layer effort for LangChainPart of the AI-native query layer effort for LangChainenhancementNew feature or requestNew feature or requestStatus: Open.#62 In hotdata-dev/hotdata-langchain;Provisioning boundary: can an agent stand up its own searchable corpus?
ai-native-layerPart of the AI-native query layer effort for LangChainPart of the AI-native query layer effort for LangChainenhancementNew feature or requestNew feature or requestStatus: Open.#61 In hotdata-dev/hotdata-langchain;Tool results: signal truncation, keep the join key, and report empty columns
ai-native-layerPart of the AI-native query layer effort for LangChainPart of the AI-native query layer effort for LangChainbugSomething isn't workingSomething isn't workingStatus: Open.#60 In hotdata-dev/hotdata-langchain;Model-facing contract: correct the false claims about the engine, everywhere they appear
ai-native-layerPart of the AI-native query layer effort for LangChainPart of the AI-native query layer effort for LangChainbugSomething isn't workingSomething isn't workingStatus: Open.#59 In hotdata-dev/hotdata-langchain;Retrieval eval harness: measure MMR and index fidelity on NanoBEIR ground truth
ai-native-layerPart of the AI-native query layer effort for LangChainPart of the AI-native query layer effort for LangChainenhancementNew feature or requestNew feature or requestStatus: Open.#58 In hotdata-dev/hotdata-langchain;runtimedb: vector index creation fails with 'could not detect dimension' on some tables
ai-native-layerPart of the AI-native query layer effort for LangChainPart of the AI-native query layer effort for LangChainbugSomething isn't workingSomething isn't workingrepo:runtimedbImplementation lands in runtimedb (engine)Implementation lands in runtimedb (engine)Status: Open.#52 In hotdata-dev/hotdata-langchain;CI: test the supported Python range, and run ruff + mypy
toolingCI, lint, types, release plumbingCI, lint, types, release plumbingStatus: Open.#42 In hotdata-dev/hotdata-langchain;Tool layer: surface tool errors to the model instead of aborting the run; URL-based table loads
ai-native-layerPart of the AI-native query layer effort for LangChainPart of the AI-native query layer effort for LangChainenhancementNew feature or requestNew feature or requestStatus: Open.#41 In hotdata-dev/hotdata-langchain;Discovery surface: report searchable columns, and make multi-database tool sets distinguishable
ai-native-layerPart of the AI-native query layer effort for LangChainPart of the AI-native query layer effort for LangChainenhancementNew feature or requestNew feature or requestStatus: Open.#40 In hotdata-dev/hotdata-langchain;Retrieval surface: semantic search tool, then rank-fusion hybrid behind one tool
ai-native-layerPart of the AI-native query layer effort for LangChainPart of the AI-native query layer effort for LangChainenhancementNew feature or requestNew feature or requestStatus: Open.#39 In hotdata-dev/hotdata-langchain;runtimedb: ungrouped COUNT(*) rejected; no rank-fusion primitive for hybrid search
ai-native-layerPart of the AI-native query layer effort for LangChainPart of the AI-native query layer effort for LangChainbugSomething isn't workingSomething isn't workingrepo:runtimedbImplementation lands in runtimedb (engine)Implementation lands in runtimedb (engine)Status: Open.#37 In hotdata-dev/hotdata-langchain;hotdata-framework: client gaps blocking agent use (error opacity, create_index, id-first, workspace default)
ai-native-layerPart of the AI-native query layer effort for LangChainPart of the AI-native query layer effort for LangChainbugSomething isn't workingSomething isn't workingrepo:frameworkImplementation lands in hotdata-framework / sdk-pythonImplementation lands in hotdata-framework / sdk-pythonStatus: Open.#36 In hotdata-dev/hotdata-langchain;