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legco_ai_assistant
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3 Commits

Author SHA1 Message Date
Woody f5cfe44183 feat(backend): add LLM monitoring with step names, timing, and prompt logging 
- LLMClient.complete() now accepts step_name parameter to identify processing step

- Logs prompt preview (first 100 + last 100 chars) at INFO level

- Logs processing time in milliseconds with token usage stats

- Updated QueryDecomposer, RelevanceFilter, and RAGService to pass step names

Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
 2026-04-23 14:51:57 +08:00
Woody f4d78b0b77 refactor(backend): update query decomposer, relevance filter, and RAG service 
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
 2026-04-23 13:26:56 +08:00
Woody d94abaac77 feat: Phase 1.2 ingestion pipeline with chunking and metadata 
- Add document parsers (DOCX, PDF) with lazy imports
- Add TokenChunkingStrategy with ABC for future replacement
- Add metadata extraction (filename, upload_date, content_summary)
- Add RAGService for ChromaDB ingestion/retrieval/response generation
- Add POST /api/v1/ingest endpoint with file validation
- Test-first: 20 passed, 2 skipped (python-docx not installed)
 2026-04-22 16:49:52 +08:00