akadmin/headroom
1
0
Fork 0
mirror of https://github.com/headroomlabs-ai/headroom.git synced 2026-08-27 14:17:10 -04:00
Code Issues Projects Releases Packages Wiki Activity Actions
373 commits 410 branches 169 tags 142 MiB
Commit graph

6 commits

Author SHA1 Message Date
chopratejas
8f438b0674 Introducing headroom wrap 
- headroom wrap claude is the simplest way to start up claude
- It will also install rtk-ai locally
- rtk-ai is a cli wrapper that can save ~90% tokens for CLI calls made by Claude Code
 2026-03-11 23:01:42 -07:00
chopratejas
3ffe68618a Add pluggable storage backend abstraction for CompressionStore 
- Add CompressionStoreBackend protocol for duck-typed backends
- Add InMemoryBackend as default thread-safe implementation
- Refactor CompressionStore to accept optional backend parameter
- Add comprehensive backend contract tests (28 tests)
 2026-01-20 23:25:28 -08:00
chopratejas
313fe0158a Fix ruff formatting 2026-01-17 17:14:12 -08:00
chopratejas
dd832fee0c Add TOIN field-level learning and comprehensive integration tests 
Features:
- Add field-level learning to TOIN from retrieved items
- CompressionStore now passes retrieved_items to TOIN for learning
- Add FieldSemantics class for tracking field usage patterns

Test improvements:
- Add TestCacheOptimizerInvocation to verify optimizer is actually invoked
- Add TestSemanticCacheIntegration to verify cache hit returns without API call
- Add TestSessionStatsTracking to verify session stats are tracked
- Add TestEndToEndTOINIntegration for full CCR cycle with TOIN
- Add critical field_semantics assertions to catch feedback loop bugs

Fixes:
- Remove unused imports and variables (ruff linting)

Bump version to 0.2.11
 2026-01-17 15:40:08 -08:00
chopratejas
e4a41faa33 Fix all ruff lint and format errors for CI 
- Fix E402: Move module-level imports to top of file
- Fix F401: Add noqa for availability check imports
- Fix F402: Rename loop variables shadowing imports
- Fix E722: Replace bare except with except Exception
- Fix B904: Add exception chaining (from e)
- Fix F811: Remove duplicate imports
- Fix B027: Add noqa for empty close() method
- Fix E741: Rename ambiguous variable l -> label
- Fix I001: Import sorting issues
- Apply ruff format to all 106 files

All 902 tests pass.
 2026-01-10 15:33:44 -08:00
chopratejas
7a05808e0f Add cache optimization module with scalable dynamic content detection 
Implements a comprehensive cache optimization layer for LLM providers:

- Provider-specific optimizers (Anthropic, OpenAI, Google) with distinct
  caching strategies: explicit breakpoints, prefix stabilization, and
  CachedContent API respectively

- Scalable dynamic content detector using three strategies:
  1. Structural detection: "Label: value" patterns (language-agnostic)
  2. Entropy-based detection: high-entropy strings (IDs, tokens, hashes)
  3. Universal patterns: ISO 8601, UUIDs, JWTs, hex hashes

- NO hardcoded locale-specific patterns (no month names, etc.)

- Semantic caching layer with LRU eviction and TTL support

- Plugin registry for provider selection and custom optimizers

- 131 tests, real-world benchmarks showing 20-55% compression at <0.3ms
 2026-01-07 14:07:49 -08:00