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chopratejas 9c9bb30ded Add persistent memory system with zero-latency inline extraction 
Features:
- with_fast_memory(): Zero-latency inline extraction (Letta-style)
  - Memory extracted as part of LLM response, no extra API calls
  - Semantic retrieval with local embeddings (sub-50ms)
- with_memory(): Background extraction for non-blocking memory
- SQLite + FTS5 storage with vector similarity search
- Multi-user isolation by user_id

Memory enables temporal compression - extract key facts instead of
carrying full conversation history (4000 tokens → 50 tokens).

Includes:
- Comprehensive test suite (71 new tests)
- Documentation (docs/memory.md)
- Benchmark examples comparing approaches
- E2E test with LLM-as-judge evaluation
2026-01-14 21:32:09 -08:00
..
test_cache Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_integrations Add seamless LangChain integration 2026-01-14 16:03:34 -08:00
test_memory Add persistent memory system with zero-latency inline extraction 2026-01-14 21:32:09 -08:00
test_providers Add AST-based code compression and custom model configuration 2026-01-14 13:46:55 -08:00
test_storage Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_transforms Add persistent memory system with zero-latency inline extraction 2026-01-14 21:32:09 -08:00
__init__.py Initial commit: Headroom SDK - LLM context optimization toolkit 2026-01-06 23:16:58 -08:00
conftest.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_acceptance.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_ccr.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_ccr_context_tracker.py v0.2.2: Add CCR Response Handler, Context Tracker, and restructure docs 2026-01-14 13:03:41 -08:00
test_ccr_feedback.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_ccr_response_handler.py v0.2.2: Add CCR Response Handler, Context Tracker, and restructure docs 2026-01-14 13:03:41 -08:00
test_ccr_tool_injection.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_config.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_critical_fixes.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_critical_gaps.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_crushability.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_models.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_parser.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_provider_model_fallback.py Add AST-based code compression and custom model configuration 2026-01-14 13:46:55 -08:00
test_proxy_ccr.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_proxy_compression_headers.py Remove unused ProxyConfig import from compression tests 2026-01-14 20:27:08 -06:00
test_proxy_llmlingua.py Add LLMLingua-2 opt-in support to proxy server 2026-01-14 12:21:51 -08:00
test_quality_retention.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_relevance.py Fix all mypy type errors and flaky embedding test 2026-01-10 18:27:33 -08:00
test_telemetry.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_text_compressors.py Fix lint errors in text compression utilities 2026-01-12 17:32:51 -08:00
test_toin.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_toin_fixes.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_toin_integration.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00
test_tokenizers.py Fix all ruff lint and format errors for CI 2026-01-10 15:33:44 -08:00