LICENSE
README.md
pyproject.toml
src/membukkit/__init__.py
src/membukkit/_version.py
src/membukkit/config.py
src/membukkit/credentials.py
src/membukkit/mcp_server.py
src/membukkit/memory_api.py
src/membukkit/pipeline.py
src/membukkit/progress.py
src/membukkit/py.typed
src/membukkit/rag.py
src/membukkit/reports.py
src/membukkit/suggestions.py
src/membukkit/supersession.py
src/membukkit/telemetry.py
src/membukkit/time_utils.py
src/membukkit/usage.py
src/membukkit.egg-info/PKG-INFO
src/membukkit.egg-info/SOURCES.txt
src/membukkit.egg-info/dependency_links.txt
src/membukkit.egg-info/entry_points.txt
src/membukkit.egg-info/requires.txt
src/membukkit.egg-info/top_level.txt
src/membukkit/agents/__init__.py
src/membukkit/agents/deep_research.py
src/membukkit/bench/__init__.py
src/membukkit/bench/recipes.py
src/membukkit/cli/__init__.py
src/membukkit/cli/__main__.py
src/membukkit/cli/bench.py
src/membukkit/cli/commands.py
src/membukkit/cli/common.py
src/membukkit/cli/demo.py
src/membukkit/cli/eval_legacy.py
src/membukkit/cli/mcp_cmd.py
src/membukkit/cli/ui.py
src/membukkit/data/__init__.py
src/membukkit/data/base.py
src/membukkit/data/beam.py
src/membukkit/data/instance.py
src/membukkit/data/locomo.py
src/membukkit/data/longmemeval.py
src/membukkit/data/multihop.py
src/membukkit/demos/agent-ops/demo.json
src/membukkit/demos/agent-ops/ops_log.json
src/membukkit/demos/contract-qa/demo.json
src/membukkit/demos/contract-qa/dpa_addendum.md
src/membukkit/demos/contract-qa/msa_cloudvault.md
src/membukkit/demos/engineering-kb/adr_011_pgbouncer.md
src/membukkit/demos/engineering-kb/adr_014_event_bus.md
src/membukkit/demos/engineering-kb/demo.json
src/membukkit/demos/engineering-kb/postmortem_2024-02-14_checkout.md
src/membukkit/demos/engineering-kb/postmortem_2024-04-03_search.md
src/membukkit/demos/personal-assistant/chat_history.json
src/membukkit/demos/personal-assistant/demo.json
src/membukkit/demos/support-brain/demo.json
src/membukkit/demos/support-brain/tickets.csv
src/membukkit/eval/__init__.py
src/membukkit/eval/beam_official.py
src/membukkit/eval/harness.py
src/membukkit/eval/judges.py
src/membukkit/eval/metrics.py
src/membukkit/eval/qa_scorer.py
src/membukkit/extraction/__init__.py
src/membukkit/extraction/distiller.py
src/membukkit/ingest/__init__.py
src/membukkit/ingest/parsers.py
src/membukkit/llm/__init__.py
src/membukkit/llm/backends.py
src/membukkit/models/__init__.py
src/membukkit/models/encoder.py
src/membukkit/models/openai_encoder.py
src/membukkit/models/registry.py
src/membukkit/models/reranker.py
src/membukkit/prompts/__init__.py
src/membukkit/prompts/extraction.py
src/membukkit/prompts/packs.py
src/membukkit/prompts/protocol.py
src/membukkit/prompts/reading.py
src/membukkit/prompts/resolve.py
src/membukkit/prompts/packs/agent_ops.yaml
src/membukkit/prompts/packs/contracts.yaml
src/membukkit/prompts/packs/customer_support.yaml
src/membukkit/prompts/packs/engineering_kb.yaml
src/membukkit/prompts/packs/personal_assistant.yaml
src/membukkit/reading/__init__.py
src/membukkit/reading/qa_reader.py
src/membukkit/reading/readers.py
src/membukkit/retrieval/__init__.py
src/membukkit/retrieval/bucket_index.py
src/membukkit/retrieval/buckets.py
src/membukkit/retrieval/lexical.py
src/membukkit/retrieval/multihop.py
src/membukkit/retrieval/query_filters.py
src/membukkit/retrieval/router.py
src/membukkit/service/__init__.py
src/membukkit/service/app.py
src/membukkit/service/local_app.py
src/membukkit/service/manager.py
src/membukkit/storage/__init__.py
src/membukkit/storage/base.py
src/membukkit/storage/localstore.py
src/membukkit/storage/memory.py
src/membukkit/storage/turbopuffer.py
src/membukkit/ui_dist/index.html
src/membukkit/ui_dist/logo.png
src/membukkit/ui_dist/assets/index-C8JWLydS.css
src/membukkit/ui_dist/assets/index-DBJiMXMX.js
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tests/test_asof_reader.py
tests/test_basic.py
tests/test_bench_api.py
tests/test_bench_recipes.py
tests/test_bucket_control.py
tests/test_changelog_reader.py
tests/test_cli_add_asof.py
tests/test_credentials.py
tests/test_deep_research.py
tests/test_deletion.py
tests/test_demo.py
tests/test_distiller.py
tests/test_estimate_tokens.py
tests/test_export_parsers.py
tests/test_lexical_lane.py
tests/test_llm_backends.py
tests/test_local_app.py
tests/test_localstore.py
tests/test_locomo_download.py
tests/test_mcp_server.py
tests/test_memory_api.py
tests/test_progress.py
tests/test_prompt_config.py
tests/test_prompt_selection.py
tests/test_prompts_api.py
tests/test_rag.py
tests/test_service.py
tests/test_storage.py
tests/test_suggestions.py
tests/test_telemetry.py
tests/test_time_utils.py
tests/test_turbopuffer.py
tests/test_union_parity.py
tests/test_usage.py
tests/test_whatsapp_parser.py