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AIclinicalresearch/docs/04-开发规范/03-数据库全局视图.md
HaHafeng 1b53ab9d52 feat(aia): Complete AIA V2.0 with universal streaming capabilities 
Major Changes:
- Add StreamingService with OpenAI Compatible format
- Upgrade Chat component V2 with Ant Design X integration
- Implement AIA module with 12 intelligent agents
- Update API routes to unified /api/v1 prefix
- Update system documentation

Backend (~1300 lines):
- common/streaming: OpenAI Compatible adapter
- modules/aia: 12 agents, conversation service, streaming integration
- Update route versions (RVW, PKB to v1)

Frontend (~3500 lines):
- modules/aia: AgentHub + ChatWorkspace (100% prototype restoration)
- shared/Chat: AIStreamChat, ThinkingBlock, useAIStream Hook
- Update API endpoints to v1

Documentation:
- AIA module status guide
- Universal capabilities catalog
- System overview updates
- All module documentation sync

Tested: Stream response verified, authentication working
Status: AIA V2.0 core completed (85%)
2026-01-14 19:15:01 +08:00

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# <20>唳旿摨枏<E691A8>撅<EFBFBD>閫<EFBFBD>㦛
> **<2A>桃<EFBFBD>嚗?* <20>𣂷<EFBFBD><F0A382B7><EFBFBD><EFBFBD>农chema<6D>諹”<E8ABB9><E2809D>翰<EFBFBD>毺揣撘𤏪<E69298>靘蹂<E99D98><E8B982>交𪄳<E4BAA4>𣬚<EFBFBD>閫<EFBFBD><E996AB>撅<EFBFBD><E69285>唳旿<E594B3>嗆<EFBFBD>
> **霂衣<E99C82>霈曇恣嚗?* 霂瑟䰻<E7919F>见<EFBFBD>璅∪<E79285><E288AA>?`01-<2D>唳旿摨栞挽霈?md`
> **<2A>唳旿摨橒<E691A8>** PostgreSQL 15+
> **<2A><><EFBFBD>擧凒<E693A7>堆<EFBFBD>** 2025-11-06
---
## <20><> Schema<6D>鍦<EFBFBD>蝑𣇉裦
### Schema<6D>𠉛氖<F0A0899B>笔<EFBFBD> 潃?
**銝箔<E98A9D>銋<EFBFBD><E98A8B>閬<EFBFBD>chema<6D>𠉛氖嚗?*
1. <20>?**璅∪<E79285><E288AA>祉<EFBFBD><E7A589>?*嚗𡁏<E59A97>銝芯<E98A9D><E88AAF>⊥芋<E28AA5>埈<EFBFBD><E59F88>祉<EFBFBD><E7A589><EFBFBD>chema
2. <20>?**<2A>舀<EFBFBD><E88880>祉<EFBFBD><E7A589>函蔡**嚗𡁜虾隞亙<E99A9E><E4BA99>砍紡<E7A08D>箸<EFBFBD>銝芣芋<E88AA3>㛖<EFBFBD><E39B96>唳旿
3. <20>?**<2A><><EFBFBD><EFBFBD>𠉛氖**嚗𡁜虾隞乩蛹銝滚<E98A9D>Schema霈曄蔭銝滚<E98A9D><E6BB9A><EFBFBD><EFBFBD>
4. <20>?**<2A>踹<EFBFBD><E8B8B9>賢<EFBFBD><E8B3A2>脩<EFBFBD>**嚗帋<E59A97><E5B88B>峕芋<E5B395>堒虾隞交<E99A9E><E4BAA4>詨<EFBFBD><E8A9A8><EFBFBD>”<EFBFBD>?
**Schema<6D>賢<EFBFBD>閫<EFBFBD><E996AB>嚗?*
```
platform_schema # 撟喳蝱<E596B3>箇<EFBFBD>撅<EFBFBD><E69285><EFBFBD>典<EFBFBD><E585B8>曹澈嚗?
aia_schema # AI<41>箄<EFBFBD><E7AE84>桃<EFBFBD>
asl_schema # AI<41>箄<EFBFBD><E7AE84><EFBFBD>讃
pkb_schema # 銝芯犖<E88AAF>亥<EFBFBD>摨?
dc_schema # <20>唳旿皜<E697BF><E79A9C><EFBFBD>渡<EFBFBD>
ssa_schema # <20>箄<EFBFBD>蝏蠘恣<E8A098><E681A3><EFBFBD>
st_schema # 蝏蠘恣<E8A098><E681A3><EFBFBD>撌亙<E6928C>
rvw_schema # 蝔蹂辣摰⊥䰻蝟餌<E89D9F>
admin_schema # 餈鞱𨯫蝞∠<E89D9E>蝡荔<E89DA1><E88D94>舫<EFBFBD>㚁<EFBFBD><E39A81>臬<EFBFBD>撟嗅<E6929F>platform_schema嚗?
```
---
## <20><> Schema銝<61>閫<EFBFBD>”
| Schema | 霂湔<E99C82> | 銵冽㺭<E586BD>?| <20>嗆<EFBFBD>?| 霂衣<E99C82>霈曇恣 |
|--------|------|--------|------|---------|
| **platform_schema** | 撟喳蝱<E596B3>箇<EFBFBD>撅?| ~15銝?| <20>?雿輻鍂銝?| [<EFBFBD>亦<EFBFBD>](#platform_schema-撟喳蝱<E596B3>箇<EFBFBD>撅? |
| **aia_schema** | AI<41>箄<EFBFBD><E7AE84>桃<EFBFBD> | ~8銝?| <20>?雿輻鍂銝?| [<5B>亦<EFBFBD>](#aia_schema-ai<61>箄<EFBFBD><E7AE84>桃<EFBFBD>) |
| **pkb_schema** | 銝芯犖<E88AAF>亥<EFBFBD>摨?| ~5銝?| <20>?雿輻鍂銝?| [<EFBFBD>亦<EFBFBD>](#pkb_schema-銝芯犖<E88AAF>亥<EFBFBD>摨? |
| **rvw_schema** | 蝔蹂辣摰⊥䰻蝟餌<E89D9F> | ~6銝?| <20>?雿輻鍂銝?| [<5B>亦<EFBFBD>](#rvw_schema-蝔蹂辣摰⊥䰻蝟餌<E89D9F>) |
| **asl_schema** | AI<41>箄<EFBFBD><E7AE84><EFBFBD>讃 | ~10銝?| <20>?霈曇恣銝?| [ASL/01-<2D>唳旿摨栞挽霈（(../03-銝𡁜𦛚璅∪<E79285>/ASL-AI<41>箄<EFBFBD><E7AE84><EFBFBD>讃/01-<2D>唳旿摨栞挽霈?md) |
| **dc_schema** | <20>唳旿皜<E697BF><E79A9C><EFBFBD>渡<EFBFBD> | ~8銝?| <20>?閫<><E996AB>銝?| 敺<>挽霈?|
| **ssa_schema** | <20>箄<EFBFBD>蝏蠘恣<E8A098><E681A3><EFBFBD> | ~10銝?| <20>?閫<><E996AB>銝?| 敺<>挽霈?|
| **st_schema** | 蝏蠘恣<E8A098><E681A3><EFBFBD>撌亙<E6928C> | ~5銝?| <20>?閫<><E996AB>銝?| 敺<>挽霈?|
**<EFBFBD>餉”<EFBFBD>堆<EFBFBD>** ~70銝迎<E98A9D>憸<EFBFBD>摯嚗?
---
## <20><> platform_schema嚗<61>像<EFBFBD>啣抅蝖<E68A85>撅<EFBFBD><E69285>
**<EFBFBD>諹提嚗?* 摮睃<E691AE><E79D83>典<EFBFBD><E585B8>曹澈<E69BB9><E6BE88>像<EFBFBD>唳㺭<E594B3>殷<EFBFBD><E6AEB7><EFBFBD><EFBFBD>劐<EFBFBD><E58A90>⊥芋<E28AA5>烾<EFBFBD>靘肽<E99D98>
**霂衣<E99C82>霈曇恣嚗?* [UAM/01-<2D>唳旿摨栞挽霈（(../01-撟喳蝱<E596B3>箇<EFBFBD>撅?01-<2D>冽<EFBFBD>銝擧<E98A9D><E693A7>𣂷葉敹?UAM)/01-<2D>唳旿摨栞挽霈?md)
### <20>詨<EFBFBD>銵剁<E98AB5><E58981>冽<EFBFBD>銝擧<E98A9D><E693A7>琜<EFBFBD>
| 銵典<E98AB5> | 霂湔<E99C82> | 霈啣<E99C88><E595A3>圈<EFBFBD>隡?| 霂衣<E99C82>霈曇恣 |
|------|------|-----------|---------|
| **users** | <20>冽<EFBFBD><E586BD>箇<EFBFBD>靽⊥<E99DBD> | 10銝?撟?| [UAM/01-<2D>唳旿摨栞挽霈（(../01-撟喳蝱<E596B3>箇<EFBFBD>撅?01-<2D>冽<EFBFBD>銝擧<E98A9D><E693A7>𣂷葉敹?UAM)/01-<2D>唳旿摨栞挽霈?md) |
| **roles** | 閫坿𠧧摰帋<E691B0> | <100 | <20>䔶<EFBFBD> |
| **permissions** | <20><><EFBFBD>摰帋<E691B0> | <500 | <20>䔶<EFBFBD> |
| **user_roles** | <20>冽<EFBFBD>-閫坿𠧧<E59DBF>唾<EFBFBD> | 10銝?撟?| <20>䔶<EFBFBD> |
| **feature_flags** | Feature Flag<61>滨蔭 潃?| <100 | <20>䔶<EFBFBD> |
| **user_feature_flags** | <20>冽<EFBFBD>-Feature Flag<61>唾<EFBFBD> 潃?| 10銝?撟?| <20>䔶<EFBFBD> |
### LLM<4C>詨<EFBFBD>銵?
| 銵典<E98AB5> | 霂湔<E99C82> | 霈啣<E99C88><E595A3>圈<EFBFBD>隡?| 霂衣<E99C82>霈曇恣 |
|------|------|-----------|---------|
| **llm_models** | LLM璅∪<E79285><E288AA>滨蔭 | <20 | [LLM蝵穃<E89DB5>/01-<2D>唳旿摨栞挽霈（(../02-<2D>𡁶鍂<F0A181B6>賢<EFBFBD>撅?01-LLM憭扳芋<E689B3>讠<EFBFBD><E8AEA0>?01-<2D>唳旿摨栞挽霈?md) |
| **llm_usage** | LLM雿輻鍂霈啣<E99C88> 潃?| 1000銝?撟?| <20>䔶<EFBFBD> |
| **llm_quotas** | LLM<4C>漤<EFBFBD>蝞∠<E89D9E> | 10銝?撟?| <20>䔶<EFBFBD> |
### <20>烐綉銝擧𠯫敹?
| 銵典<E98AB5> | 霂湔<E99C82> | 霈啣<E99C88><E595A3>圈<EFBFBD>隡?| 霂衣<E99C82>霈曇恣 |
|------|------|-----------|---------|
| **admin_logs** | 蝞∠<E89D9E><E288A0>䀹<EFBFBD>雿𨀣𠯫敹?| 10銝?撟?| [<5B>烐綉銝擧𠯫敹?01-<2D>唳旿摨栞挽霈（(../01-撟喳蝱<E596B3>箇<EFBFBD>撅?04-<2D>烐綉銝擧𠯫敹?01-<2D>唳旿摨栞挽霈?md) |
| **error_logs** | <20>躰秤<E8BAB0>亙<EFBFBD> | 100銝?撟?| <20>䔶<EFBFBD> |
| **audit_logs** | 摰∟恣<E2889F>亙<EFBFBD> | 100銝?撟?| <20>䔶<EFBFBD> |
### 蝟餌<E89D9F><E9A48C>滨蔭
| 銵典<E98AB5> | 霂湔<E99C82> | 霈啣<E99C88><E595A3>圈<EFBFBD>隡?| 霂衣<E99C82>霈曇恣 |
|------|------|-----------|---------|
| **system_configs** | 蝟餌<E89D9F><E9A48C>滨蔭 | <100 | [蝟餌<E89D9F><E9A48C>滨蔭/01-<2D>唳旿摨栞挽霈（(../01-撟喳蝱<E596B3>箇<EFBFBD>撅?05-蝟餌<E89D9F><E9A48C>滨蔭/01-<2D>唳旿摨栞挽霈?md) |
| **prompt_templates** | Prompt璅⊥踎 | <500 | <20>䔶<EFBFBD> |
| **announcements** | 蝟餌<E89D9F><E9A48C>砍<EFBFBD> | <1000 | <20>䔶<EFBFBD> |
---
## <20><> aia_schema嚗㇁I<E38781>箄<EFBFBD><E7AE84>桃<EFBFBD>嚗?
**<EFBFBD>諹提嚗?* 摮睃<E691AE>AI<41>箄<EFBFBD><E7AE84>桃<EFBFBD><E6A183>詨<EFBFBD><E8A9A8>唳旿嚗?2銝芣惣<E88AA3>賭<EFBFBD><E8B3AD><EFBFBD>笆霂嘥<E99C82><E598A5>莎<EFBFBD>
**<EFBFBD>嗆<EFBFBD><EFBFBD><EFBFBD>** <20>?撌脣<E6928C><E884A3>?
**霂衣<E99C82>霈曇恣嚗?* [AIA/01-<2D>唳旿摨栞挽霈（(../03-銝𡁜𦛚璅∪<E79285>/AIA-AI<41>箄<EFBFBD><E7AE84>桃<EFBFBD>/01-<2D>唳旿摨栞挽霈?md)嚗<><E59A97><EFBFBD>𥕦遣嚗?
### <20>詨<EFBFBD>銵?
| 銵典<E98AB5> | 霂湔<E99C82> | 霈啣<E99C88><E595A3>圈<EFBFBD>隡?|
|------|------|-----------|
| **conversations** | 撖寡<E69296>隡朞<E99AA1> | 100銝?撟?|
| **messages** | 撖寡<E69296>瘨<EFBFBD><E798A8> | 1000銝?撟?|
| **agents** | <20>箄<EFBFBD>雿㯄<E99BBF>蝵?| <20 |
| **conversation_contexts** | 撖寡<E69296>銝𠹺<E98A9D><F0A0B9BA>?| 100銝?撟?|
---
## <20><> pkb_schema嚗<61>葵鈭箇䰻霂<E4B0BB><E99C82>嚗?
**<EFBFBD>諹提嚗?* 摮睃<E691AE>銝芯犖<E88AAF>亥<EFBFBD>摨瓐<E691A8><E79390><EFBFBD>獢<EFBFBD><E78DA2><EFBFBD>AG<41>桃<EFBFBD><E6A183>詨<EFBFBD><E8A9A8>唳旿
**<EFBFBD>嗆<EFBFBD><EFBFBD><EFBFBD>** <20>?撌脣<E6928C><E884A3>?
**霂衣<E99C82>霈曇恣嚗?* [PKB/01-<2D>唳旿摨栞挽霈（(../03-銝𡁜𦛚璅∪<E79285>/PKB-銝芯犖<E88AAF>亥<EFBFBD>摨?01-<2D>唳旿摨栞挽霈?md)嚗<><E59A97><EFBFBD>𥕦遣嚗?
### <20>詨<EFBFBD>銵?
| 銵典<E98AB5> | 霂湔<E99C82> | 霈啣<E99C88><E595A3>圈<EFBFBD>隡?|
|------|------|-----------|
| **knowledge_bases** | <20>亥<EFBFBD>摨?| 30銝?撟?|
| **documents** | <20><>﹝ | 300銝?撟?|
| **document_chunks** | <20><>﹝<EFBFBD><EFB99D><EFBFBD>嚗<EFBFBD><E59A97><EFBFBD>誩<EFBFBD>嚗?| 3000銝?撟?|
| **kb_conversations** | <20>亥<EFBFBD>摨枏笆霂?| 100銝?撟?|
| **kb_messages** | <20>亥<EFBFBD>摨枏笆霂脲<E99C82><E884B2>?| 1000銝?撟?|
---
## <20><> rvw_schema嚗<61>阮隞嗅恣<E59785>亦頂蝏<E9A082><E89D8F>
**<EFBFBD>諹提嚗?* 摮睃<E691AE>蝔蹂辣摰⊥䰻<E28AA5><E4B0BB><EFBFBD>隡唳𥁒<E594B3>羓㮾<E7BE93>單㺭<E596AE>?
**<EFBFBD>嗆<EFBFBD><EFBFBD><EFBFBD>** <20>?撌脣<E6928C><E884A3>堆<EFBFBD><E5A086>祉<EFBFBD>蝟餌<E89D9F>嚗?
**霂衣<E99C82>霈曇恣嚗?* [RVW/01-<2D>唳旿摨栞挽霈（(../03-銝𡁜𦛚璅∪<E79285>/RVW-蝔蹂辣摰⊥䰻蝟餌<E89D9F>/01-<2D>唳旿摨栞挽霈?md)嚗<><E59A97><EFBFBD>𥕦遣嚗?
### <20>詨<EFBFBD>銵?
| 銵典<E98AB5> | 霂湔<E99C82> | 霈啣<E99C88><E595A3>圈<EFBFBD>隡?|
|------|------|-----------|
| **review_tasks** | 摰⊥䰻隞餃𦛚 | 10銝?撟?|
| **manuscripts** | 蝔蹂辣靽⊥<E99DBD> | 10銝?撟?|
| **review_results** | 摰⊥䰻蝏𤘪<E89D8F> | 10銝?撟?|
| **methodology_assessments** | <20>寞<EFBFBD>摮西<E691AE>隡?| 10銝?撟?|
| **guideline_assessments** | 蝔輻漲閫<E6BCB2><E996AB><EFBFBD>扯<EFBFBD>隡?| 10銝?撟?|
---
## <20><> asl_schema嚗㇁I<E38781>箄<EFBFBD><E7AE84><EFBFBD>讃嚗?
**<EFBFBD>諹提嚗?* 摮睃<E691AE><E79D83><EFBFBD>讃蝑偦<E89D91>剹<EFBFBD><E589B9><EFBFBD><EFBFBD>硔<EFBFBD><E7A194><EFBFBD><EFBFBD>鞟㮾<E99E9F>單㺭<E596AE>?
**<EFBFBD>嗆<EFBFBD><EFBFBD><EFBFBD>** <20>?霈曇恣銝哨<E98A9D>P0隡睃<E99AA1>蝥改<E89DA5>
**霂衣<E99C82>霈曇恣嚗?* [ASL/01-<2D>唳旿摨栞挽霈（(../03-銝𡁜𦛚璅∪<E79285>/ASL-AI<41>箄<EFBFBD><E7AE84><EFBFBD>讃/01-<2D>唳旿摨栞挽霈?md)
### <20>詨<EFBFBD>銵剁<E98AB5>憸<EFBFBD><E686B8>嚗?
| 銵典<E98AB5> | 霂湔<E99C82> | 霈啣<E99C88><E595A3>圈<EFBFBD>隡?|
|------|------|-----------|
| **literature_projects** | <20><>讃憿寧𤌍 | 10銝?撟?|
| **literature_items** | <20><>讃<EFBFBD>∠𤌍 | 1000銝?撟?|
| **pico_configs** | PICO蝥喳<E89DA5><E596B3>㘾膄<E398BE><E88684><EFBFBD> | 10銝?撟?|
| **screening_results** | 蝑偦<E89D91>厩<EFBFBD><E58EA9>?| 1000銝?撟?|
| **screening_history** | 蝑偦<E89D91>匧<EFBFBD><E58CA7>莎<EFBFBD><E88E8E>臬<EFBFBD>皞荔<E79A9E> | 1000銝?撟?|
| **extraction_tasks** | <20>𣂼<EFBFBD>隞餃𦛚 | 100銝?撟?|
| **extraction_results** | <20>𣂼<EFBFBD>蝏𤘪<E89D8F> | 100銝?撟?|
---
## <20>完 dc_schema嚗<61>㺭<EFBFBD>格<EFBFBD>瘣埈㟲<E59F88><E39FB2><EFBFBD>
**<EFBFBD>諹提嚗?* 摮睃<E691AE><E79D83>唳旿皜<E697BF><E79A9C>隞餃𦛚<E9A483><F0A69B9A>TL<54>滨蔭<E6BBA8><E894AD>ER蝏𤘪<E89D8F>
**<EFBFBD>嗆<EFBFBD><EFBFBD><EFBFBD>** <20>?閫<><E996AB>銝哨<E98A9D>P1隡睃<E99AA1>蝥改<E89DA5>
**霂衣<E99C82>霈曇恣嚗?* 敺<>挽霈?
### <20>詨<EFBFBD>銵剁<E98AB5>憸<EFBFBD><E686B8>嚗?
| 銵典<E98AB5> | 霂湔<E99C82> | 霈啣<E99C88><E595A3>圈<EFBFBD>隡?|
|------|------|-----------|
| **cleaning_projects** | 皜<><E79A9C>憿寧𤌍 | 10銝?撟?|
| **data_sources** | <20>唳旿皞?| 100銝?撟?|
| **etl_configs** | ETL<54>滨蔭 | 10銝?撟?|
| **ner_tasks** | NER隞餃𦛚 | 100銝?撟?|
| **ner_results** | NER蝏𤘪<E89D8F> | 1000銝?撟?|
---
## <20><> 頝沒chema靘肽<E99D98><E882BD>喟頂
### 靘肽<E99D98>閫<EFBFBD><E996AB> 潃?<3F>滩<EFBFBD>
**<EFBFBD><EFBFBD>捂<EFBFBD><EFBFBD><EFBFBD>韏吔<EFBFBD>**
```
<EFBFBD>?銝𡁜𦛚璅∪<E79285> <20>?platform_schema嚗<61><E59A97>霈詨<E99C88><E8A9A8>殷<EFBFBD>
<EFBFBD>?<3F>𡁶鍂<F0A181B6>賢<EFBFBD> <20>?platform_schema嚗<61><E59A97>霈詨<E99C88><E8A9A8>殷<EFBFBD>
<EFBFBD>?銝𡁜𦛚璅∪<E79285>銋钅𡢿嚗<F0A1A2BF><E59A97>甇Ｙ凒<EFBCB9>乩<EFBFBD>韏吔<E99F8F>
<EFBFBD>?platform_schema <20>?銝𡁜𦛚璅∪<E79285>嚗<EFBFBD><E59A97><EFBFBD>睲<EFBFBD>韏吔<E99F8F>
```
### 靘肽<E99D98><E882BD>喟頂<E5969F>?
```
platform_schema.users (1)
<20>?(N) <20><><EFBFBD>劐<EFBFBD><E58A90>⊥芋<E28AA5>烾<EFBFBD>靘肽<E99D98><E882BD>冽<EFBFBD>銵?
<20>鎿<EFBFBD><E98EBF><EFBFBD> aia_schema.conversations
<20>鎿<EFBFBD><E98EBF><EFBFBD> asl_schema.literature_projects
<20>鎿<EFBFBD><E98EBF><EFBFBD> pkb_schema.knowledge_bases
<20>鎿<EFBFBD><E98EBF><EFBFBD> dc_schema.cleaning_projects
<20>鎿<EFBFBD><E98EBF><EFBFBD> ssa_schema.analysis_projects
<20>鎿<EFBFBD><E98EBF><EFBFBD> st_schema.tool_usage
<20>婙<EFBFBD><E5A999><EFBFBD> rvw_schema.review_tasks
platform_schema.llm_usage (<28>祉<EFBFBD>)
- 霈啣<E99C88><E595A3><EFBFBD><EFBFBD>㗇芋<E39787>㛖<EFBFBD>LLM靚<4D>鍂
- <20>朞<EFBFBD>module摮埈挾<E59F88>箏<EFBFBD>嚗?AIA', 'ASL', 'PKB'蝑?
```
### 憭㚚睸蝷箔<E89DB7>
```sql
-- <20>?<3F><>捂嚗帋<E59A97><E5B88B>⊥芋<E28AA5>堒<EFBFBD><E5A092>私latform_schema
CREATE TABLE asl_schema.literature_projects (
id SERIAL PRIMARY KEY,
user_id INTEGER REFERENCES platform_schema.users(id) ON DELETE CASCADE
);
-- <20>?蝳<>迫嚗帋<E59A97><E5B88B>⊥芋<E28AA5>𦯀<EFBFBD><F0A6AF80>港<EFBFBD><E6B8AF>詨<EFBFBD><E8A9A8>?
CREATE TABLE ssa_schema.analysis_projects (
id SERIAL PRIMARY KEY,
-- <20>躰秤嚗帋<E59A97><E5B88B>賢<EFBFBD><E8B3A2>典<EFBFBD>隞碶<E99A9E><E7A2B6>⊥芋<E28AA5>?
literature_project_id INTEGER REFERENCES asl_schema.literature_projects(id)
);
-- <20>?甇<>＆<EFBFBD>𡁏<EFBFBD>嚗𡁻<E59A97>朞<EFBFBD>user_id<69>唾<EFBFBD>
-- <20>典<EFBFBD><E585B8>典<EFBFBD>憭<EFBFBD><E686AD>頝冽芋<E586BD>堒<EFBFBD><E5A092>䈑<EFBFBD>銝滚銁<E6BB9A>唳旿摨枏<E691A8>
```
---
## <20><> <20>唳旿<E594B3>讐<EFBFBD>霈∴<E99C88>憸<EFBFBD>摯嚗?
### <20>农chema蝏蠘恣
| Schema | 銵冽㺭<E586BD>?| 撟游<E6929F><E6B8B8>輯扇敶閙㺭 | 摮睃<E691AE>憸<EFBFBD>摯嚗?撟湛<E6929F> |
|--------|--------|------------|---------------|
| platform_schema | 15 | 1000銝?| 50GB |
| aia_schema | 8 | 1100銝?| 30GB |
| pkb_schema | 5 | 3300銝?| 200GB嚗<42><E59A97><EFBFBD>𧶏<EFBFBD> |
| rvw_schema | 6 | 50銝?| 5GB |
| asl_schema | 10 | 2100銝?| 50GB |
| dc_schema | 8 | 1100銝?| 100GB |
| ssa_schema | 10 | 500銝?| 50GB |
| st_schema | 5 | 100銝?| 10GB |
| **<EFBFBD>餉恣** | **~70** | **~4000銝?撟?* | **~500GB嚗?撟湛<E6929F>** |
### 憭扯”<E689AF>烐綉嚗<E7B689>僑憓鮋鵭>100銝<30><E98A9D>
| 銵典<E98AB5> | Schema | 撟游<E6929F><E6B8B8>?| 蝝Ｗ<E89D9D>蝑𣇉裦 |
|------|--------|--------|---------|
| llm_usage | platform | 1000銝?| <20>㗇<EFBFBD><E39787><EFBFBD>躹 |
| messages | aia | 1000銝?| <20>実reated_at蝝Ｗ<E89D9D> |
| document_chunks | pkb | 3000銝?| <20>煾<EFBFBD>蝝Ｗ<E89D9D> |
| literature_items | asl | 1000銝?| <20>纺roject_id蝝Ｗ<E89D9D> |
| screening_results | asl | 1000銝?| 憭滚<E686AD>蝝Ｗ<E89D9D> |
---
## <20><> 敹恍<E695B9><E6818D>䰻<EFBFBD>暹<EFBFBD><E69AB9>?
### <20>箸艶1嚗𡁏<E59A97>閬<EFBFBD><E996AC><EFBFBD>烐<EFBFBD>銝芣芋<E88AA3>?
1. <20>其<EFBFBD><E585B6>Ｙ<EFBFBD>銵冽聢銝剜𪄳<E5899C>啣笆摨𠉛<E691A8>Schema
2. <20>孵稬"霂衣<E99C82>霈曇恣"<22>暹𦻖
3. <20>亦<EFBFBD>霂交芋<E4BAA4>㛖<EFBFBD>摰峕㟲銵函<E98AB5><E587BD>?
### <20>箸艶2嚗𡁏<E59A97>閬<EFBFBD>䰻<EFBFBD>𧢲<EFBFBD>銝芾”<E88ABE><E2809D><EFBFBD><EFBFBD>?
1. <20><>＆摰朞”撅硺<E69285><E7A1BA>芯葵Schema嚗<61>覔<EFBFBD>桀<EFBFBD><E6A180>賢ế<E8B3A2>哨<EFBFBD>
2. 頧砍<E9A0A7>撖孵<E69296>璅∪<E79285><E288AA><EFBFBD>㺭<EFBFBD>桀<EFBFBD>霈曇恣<E69B87><E681A3>﹝
3. <20>𦦵揣銵典<E98AB5>
### <20>箸艶3嚗𡁏<E59A97>閬<EFBFBD>挽霈∟楊璅∪<E79285><E288AA>蠘<EFBFBD>
1. <20>亦<EFBFBD><E4BAA6>祆<EFBFBD>獢<EFBFBD><E78DA2>"頝沒chema靘肽<E99D98><E882BD>喟頂"
2. <20>萄儐靘肽<E99D98>閫<EFBFBD><E996AB>
3. <20>典<EFBFBD><E585B8>典<EFBFBD>憭<EFBFBD><E686AD>頝冽芋<E586BD>堒<EFBFBD><E5A092>䈑<EFBFBD>銝滚銁<E6BB9A>唳旿摨枏<E691A8>
### <20>箸艶4嚗𡁏<E59A97>閬<EFBFBD>䰻<EFBFBD>见<EFBFBD>撅<EFBFBD><E69285>唳旿<E594B3>嗆<EFBFBD>
1. <20><>粉<EFBFBD>祆<EFBFBD>獢<EFBFBD><E78DA2>敹恍<E695B9>煺<EFBFBD>閫<EFBFBD><E996AB><EFBFBD>农chema嚗?
2. <20>亦<EFBFBD>[<5B>嗆<EFBFBD>霈曇恣<E69B87>冽艶<E586BD>霄(../00-蝟餌<E89D9F><E9A48C>颱<EFBFBD>霈曇恣/08-<2D>嗆<EFBFBD>霈曇恣<E69B87>冽艶<E586BD>?md)
---
## <20>𩤃<EFBFBD> <20>滩<EFBFBD><E6BBA9>鞾<EFBFBD>
### Schema<6D>𠉛氖<F0A0899B><E6B096>釣<EFBFBD>譍<EFBFBD>憿?
**<EFBFBD>?甇<>＆<EFBFBD>𡁏<EFBFBD>嚗?*
- 銝𡁜𦛚璅∪<E79285><E288AA>芸<EFBFBD><E88AB8>?`platform_schema.users`
- 頝冽芋<E586BD>埈㺭<E59F88>桀<EFBFBD><E6A180>𥪜銁摨𠉛鍂撅<E98D82><E69285><EFBFBD>?
- 雿輻鍂 `user_id + 銝𡁜𦛚ID` <20><>䲮撘?
**<EFBFBD>?<3F>躰秤<E8BAB0>𡁏<EFBFBD>嚗?*
- 銝𡁜𦛚璅∪<E79285>銋钅𡢿<E99285>湔𦻖憭㚚睸<E39A9A>唾<EFBFBD>
- <20>?`platform_schema` 銝剖<E98A9D><E58996>其<EFBFBD><E585B6>⊥㺭<E28AA5>?
- 銝滚<E98A9D>璅∪<E79285>雿輻鍂<E8BCBB>詨<EFBFBD><E8A9A8><EFBFBD>”<EFBFBD>㵪<EFBFBD><E3B5AA>賜<EFBFBD>Schema<6D>𠉛氖鈭<E6B096><E988AD>雿<EFBFBD>捆<EFBFBD>𤘪毽瘛<E6AFBD><E7989B>
### <20>扯<EFBFBD>隡睃<E99AA1>撱箄悅
1. **憭扯”敹<E2809D>◆<EFBFBD><E29786>△<EFBFBD>亥砭**嚗<><E59A97> `llm_usage`<EFBFBD><EFBFBD>messages`嚗?
2. **<EFBFBD>剔<EFBFBD>摮埈挾敹<EFBFBD>◆<EFBFBD>删揣撘?*嚗<><E59A97> `user_id`<EFBFBD><EFBFBD>created_at`嚗?
3. **<EFBFBD><EFBFBD><EFBFBD>銵典<EFBFBD><EFBFBD>?*嚗<><E59A97><EFBFBD>?<3F>匧僑嚗<E58391><E59A97> `llm_usage`嚗?
4. **摰𡁏<E691B0>敶埝﹝<E59F9D><EFB99D>蟮<EFBFBD>唳旿**嚗<><E59A97>1撟游<E6929F><E6B8B8><EFBFBD>𠯫敹梹<E695B9>
---
## <20><> <20>詨<EFBFBD><E8A9A8><EFBFBD>﹝
**閫<><E996AB>嚗?*
- [<5B>唳旿摨栞挽霈∟<E99C88><E2889F><EFBFBD>(./01-<2D>唳旿摨栞挽霈∟<E99C88><E2889F>?md) 潃?敹<>粉
- [<5B>唳旿摨𤘪沲<F0A498AA><E6B2B2>秩<EFBFBD>筕(../00-蝟餌<E89D9F><E9A48C>颱<EFBFBD>霈曇恣/03-<2D>唳旿摨𤘪沲<F0A498AA><E6B2B2>秩<EFBFBD>?md)
**璅∪<E79285>霈曇恣嚗?*
- [撟喳蝱<E596B3>箇<EFBFBD>撅<EFBFBD>(../01-撟喳蝱<E596B3>箇<EFBFBD>撅?README.md)
- [<5B>𡁶鍂<F0A181B6>賢<EFBFBD>撅<EFBFBD>(../02-<2D>𡁶鍂<F0A181B6>賢<EFBFBD>撅?README.md)
- [銝𡁜𦛚璅∪<E79285>撅<EFBFBD>(../03-銝𡁜𦛚璅∪<E79285>/README.md)
**璅⊥踎嚗?*
- [<5B>唳旿摨栞挽霈⊥芋<E28AA5>瓢(../_templates/<2F>唳旿摨栞挽霈?璅⊥踎.md)
---
**<EFBFBD><EFBFBD><EFBFBD>擧凒<EFBFBD>堆<EFBFBD>** 2025-11-06
**蝏湔擪鈭綽<E988AD>** <20><><EFBFBD>舀沲<E88880><E6B2B2><EFBFBD>
**<EFBFBD><EFBFBD>𧋦嚗?* v1.0
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