The GitHub Actions job "Tests (AMD)" on airflow.git/aip99-llamaindex has failed. Run started by GitHub user vikramkoka (triggered by vikramkoka).
Head commit for run: 57fc8336074017168f180dc448f210ccc2753140 / Vikram Koka <[email protected]> Add LlamaIndex operators to common.ai provider - Adds LlamaIndexHook to bridge Airflow connections to LlamaIndex's Settings singleton. Reuses the pydanticai connection type, supports separate embedding and LLM connections. - Adds EmbeddingOperator to chunk documents and produce embedding vectors via LlamaIndex's SentenceSplitter. Input is list[dict(text, metadata)] (same shape as DocumentLoaderOperator output), output includes chunks with vectors ready for downstream vector store ingest operators (pgvector, Pinecone, Weaviate). - Adds RetrievalOperator to load a persisted LlamaIndex index and perform similarity search. Output is scored chunks ready for synthesis via LLMOperator. Design notes All LlamaIndex imports are lazy (inside execute() / method bodies), so modules parse without llama-index installed. The hook currently hardcodes OpenAI embedding/LLM providers; a follow-up PR will refactor to use BaseAIHook for provider-agnostic model resolution when it lands. What's included ┌─────────────────────────────────────────┬──────────────────────────────────────────┐ │ File │ Purpose │ ├─────────────────────────────────────────┼──────────────────────────────────────────┤ │ hooks/llamaindex.py │ Hook (~110 lines) │ ├─────────────────────────────────────────┼──────────────────────────────────────────┤ │ operators/llamaindex_embedding.py │ EmbeddingOperator (~110 lines) │ ├─────────────────────────────────────────┼──────────────────────────────────────────┤ │ operators/llamaindex_retrieval.py │ RetrievalOperator (~90 lines) │ ├─────────────────────────────────────────┼──────────────────────────────────────────┤ │ tests/.../test_llamaindex.py │ 12 hook tests │ ├─────────────────────────────────────────┼──────────────────────────────────────────┤ │ tests/.../test_llamaindex_embedding.py │ 10 operator tests │ ├─────────────────────────────────────────┼──────────────────────────────────────────┤ │ tests/.../test_llamaindex_retrieval.py │ 8 operator tests │ ├─────────────────────────────────────────┼──────────────────────────────────────────┤ │ docs/hooks/llamaindex.rst │ Hook docs │ ├─────────────────────────────────────────┼──────────────────────────────────────────┤ │ docs/operators/llamaindex_embedding.rst │ EmbeddingOperator docs │ ├─────────────────────────────────────────┼──────────────────────────────────────────┤ │ docs/operators/llamaindex_retrieval.rst │ RetrievalOperator docs │ ├─────────────────────────────────────────┼──────────────────────────────────────────┤ │ provider.yaml │ Integration, hook, operator registration │ ├─────────────────────────────────────────┼──────────────────────────────────────────┤ │ docs/index.rst │ LlamaIndex Hook in Guides toctree │ ├─────────────────────────────────────────┼──────────────────────────────────────────┤ │ docs/operators/index.rst │ Chooser table rows │ └─────────────────────────────────────────┴──────────────────────────────────────────┘ Test plan - uv run --project providers/common/ai pytest providers/common/ai/tests/unit/common/ai/hooks/test_llamaindex.py -xvs (12 tests) - uv run --project providers/common/ai pytest providers/common/ai/tests/unit/common/ai/operators/test_llamaindex_embedding.py providers/common/ai/tests/unit/common/ai/operators/test_llamaindex_retrieval.py -xvs (18 tests) - Hook: init defaults, separate embed_conn_id, connection kwargs extraction, embedding model, LLM, Settings configuration - EmbeddingOperator: output shape, chunking, index persistence, vector inclusion/omission, splitter params - RetrievalOperator: output shape, chunk keys, top_k forwarding, multiple results, storage context --- Was generative AI tooling used to co-author this PR? - Yes — Claude Code (Opus 4.6) Generated-by: Claude Code (Opus 4.6) following https://github.com/apache/airflow/blob/main/contributing-docs/05_pull_requests.rst#gen-ai-assisted-contributions Report URL: https://github.com/apache/airflow/actions/runs/26042739975 With regards, GitHub Actions via GitBox --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
