chore: bump version to v1.0.1 #275
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* feat: check nodes existence * feat: use different template for different language input * feat: use different template for different language input
fix: time bug
* update lme_rag * add locomo rag&full-context eval * delete redundance code * update locomo rag bash file --------- Co-authored-by: CaralHsi <[email protected]> Co-authored-by: chunyu li <[email protected]>
* feat: add further questions for * fix: remove print * feat: add stream for further question --------- Co-authored-by: CaralHsi <[email protected]>
fix: mysql list users role for Enum type
* fix neo4j parameters * fix load error:Invalid unbroken double quoted character sequence: near \ * feat: skip failed uploading
feat: change reference position
* feat: modify system prompt, add refuse * feat: at least return memories * feat: modify ref
* feat: modify system prompt, add refuse * feat: at least return memories * feat: modify ref * feat: add memcube retrieval * fix: test bug
* feat: modify system prompt, add refuse * feat: at least return memories * feat: modify ref * feat: add memcube retrieval * fix: test bug * feat: modify prompt
* feat: modify system prompt, add refuse * feat: at least return memories * feat: modify ref * feat: add memcube retrieval * fix: test bug * feat: modify prompt * feat: modify reference format
…pt (#248) * fix: fix mem cube bug for docker * fix: further questions
…oscore (#253) * feat: add chat complete * feat: fix chat bug
* fix: mem-reader bug * fix: test mem reader
* fix: mem-reader bug * fix: test mem reader * feat: modify nebula session pool
#261) * feat: Asynchronous processing of logs, notifications and memory additions，handle synchronous and asynchronous environments * feat: fix format
* feat: mos add load sdk for user * feat: remove think for reason model
…gging (#265) * feat: timeout for nebula query 5s->10s * feat: exclude heavy feilds when calling memories from nebula db * test: fix tree-text-mem searcher text
* feat: add custom request log * fix: format error * fix: lint error * feat: add request middleware * fix: format error * feat: support CUSTOM_LOGGER_WORKERS env * feat: delete test_log --------- Co-authored-by: CaralHsi <[email protected]>
feat: update post processing memory for chatbot
* feat: add custom request log * fix: format error * fix: lint error * feat: add request middleware * fix: format error * feat: support CUSTOM_LOGGER_WORKERS env * feat: delete test_log * feat: add trace_id to log record * revert: log code --------- Co-authored-by: CaralHsi <[email protected]>
* feat: timeout for nebula query 5s->10s * feat: exclude heavy feilds when calling memories from nebula db * test: fix tree-text-mem searcher text * feat: adjust prompt * feat: adjust prompt
* feat: add custom request log * fix: format error * fix: lint error * feat: add request middleware * fix: format error * feat: support CUSTOM_LOGGER_WORKERS env * feat: delete test_log * feat: add trace_id to log record * revert: log code * feat: add request context * feat: add debug log * feat: delete useless code * feat: delete requestcontext logger body * feat: add context thread * feat: add context thread * feat: add context thread * test: log and context_thread * revert: log console * fix: conflict from dev * fix: ci error * fix: ci error --------- Co-authored-by: CaralHsi <[email protected]> Co-authored-by: harvey_xiang <[email protected]>
feat:add openai stream
* feat: parallel doc process * add memory size config for tree * feat: add reranker Facktory * feat: pass reranker from tree config * feat: add reranker config in mos product * style: modify annotation * feat: slightly adjust similarity threshold for returned memories * test: fix researcher test script
* feat: parallel doc process * add memory size config for tree * feat: add reranker Facktory * feat: pass reranker from tree config * feat: add reranker config in mos product * style: modify annotation * feat: slightly adjust similarity threshold for returned memories * test: fix researcher test script * fix: reranker config bug
* feat: parallel doc process * add memory size config for tree * feat: add reranker Facktory * feat: pass reranker from tree config * feat: add reranker config in mos product * style: modify annotation * feat: slightly adjust similarity threshold for returned memories * test: fix researcher test script * fix: reranker config bug * feat: similarity threshold 0.52->0.30
* feat: parallel doc process * add memory size config for tree * feat: add reranker Facktory * feat: pass reranker from tree config * feat: add reranker config in mos product * style: modify annotation * feat: slightly adjust similarity threshold for returned memories * test: fix researcher test script * fix: reranker config bug * feat: similarity threshold 0.52->0.30 * feat: min memories:3
* feat: update prompt and add search logs for mem * fix:ci * fix: sync system prompt
* feat: modify search rephrase prompt * feat: modify task parser prompt * feat: add searched log
* feat: update filter mem * fix:change top * fix:rm embedding
* feat: updatebug * fix: bugfix
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This PR introduces multiple major updates across MemOS, focusing on evaluation, request context/logging, graph DB backends, retrieval/quoting, API capabilities, and prompts/templates.
Summary:
Evaluation: Added LoCoMo RAG & LongMemEval scripts with reproducible run commands.
API & Middleware: Introduced request context and middleware for trace IDs and multi-user support; added non-streaming Chat Complete and “further questions” generation.
Logging & Observability: Implemented custom logger with trace ID, and asynchronous handling for logs, notifications, and memory writes.
Graph Backends: Improved NebulaGraph session pool management and stability; fixed Neo4j Community bug.
Retrieval & References: Enabled memos_cube-scoped retrieval, adjusted reference display/format, and added reject-answer path.
Prompts & Templates: Added multilingual templates and refined Mem Reader prompt.
LLM & Examples: Updated vLLM adapter, fixed multi-user example, added user_id field to general_text.
Testing: Added/updated tests for request context, memory reader, searcher, and logging.
Fix: #(issue)
Docs Issue/PR: (docs-issue-or-pr-link)
Reviewer: @(reviewer)
Checklist: