mirror of
https://github.com/csunny/DB-GPT.git
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feat(ChatData):update spark datasource (#631)
1.feat:update spark_conn,py 2.doc: deploy and llm use faq
This commit is contained in:
FangYin Cheng
GitHub
commit
6843fc7376
@ -35,6 +35,7 @@ now DB-GPT support Datasource Type
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* DuckDB
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* Clickhouse
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* Mssql
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* Spark
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```
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### 2.ChatData
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@ -80,4 +80,16 @@ Download and install `Microsoft C++ Build Tools` from [visual-cpp-build-tools](h
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```
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1. Install [CUDA Toolkit](https://developer.nvidia.com/cuda-toolkit-archive)
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2. Reinstall PyTorch [start-locally](https://pytorch.org/get-started/locally/#start-locally) with CUDA support.
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2. Reinstall PyTorch [start-locally](https://pytorch.org/get-started/locally/#start-locally) with CUDA support.
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##### Q7: ImportError: cannot import name 'PersistentClient' from 'chromadb'.
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```commandline
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pip install chromadb==0.4.10
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```
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##### Q8: pydantic.error_wrappers.ValidationError:1 validation error for HuggingFaceEmbeddings.model_kwargs extra not permitted
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```commandline
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pip install langchain>=0.0.286
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```
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@ -77,11 +77,19 @@ eg: dbgpt start worker --model_name vicuna-13b-v1.5 \
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```
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##### Q7 dbgpt command not found
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```commandline
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pip install -e .
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pip install -e "pip install -e ".[default]"
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```
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##### Q8 When starting the worker_manager on a cloud server and registering it with the controller, it is noticed that the worker's exposed IP is a private IP instead of a public IP, which leads to the inability to access the service.
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```commandline
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--worker_register_host public_ip The ip address of current worker to register
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to ModelController. If None, the address is
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automatically determined
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```
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@ -8,7 +8,7 @@ msgid ""
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msgstr ""
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"Project-Id-Version: DB-GPT 👏👏 0.3.5\n"
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"Report-Msgid-Bugs-To: \n"
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"POT-Creation-Date: 2023-08-29 20:30+0800\n"
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"POT-Creation-Date: 2023-09-26 17:51+0800\n"
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"PO-Revision-Date: YEAR-MO-DA HO:MI+ZONE\n"
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"Last-Translator: FULL NAME <EMAIL@ADDRESS>\n"
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"Language: zh_CN\n"
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@ -20,12 +20,12 @@ msgstr ""
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"Generated-By: Babel 2.12.1\n"
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#: ../../getting_started/application/chatdb/chatdb.md:1
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#: 46745445059c40848770d89655d4452a
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#: 0cf45852c1fd430090da81836bc961c7
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msgid "ChatData & ChatDB"
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msgstr "ChatData & ChatDB"
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#: ../../getting_started/application/chatdb/chatdb.md:3
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#: 494c5e475fbb420eaab49739b696a2ce
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#: 6dc94a787ff844caa21074d71aaf351a
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#, fuzzy
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msgid ""
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"ChatData generates SQL from natural language and executes it. ChatDB "
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@ -41,119 +41,127 @@ msgstr ""
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#: ../../getting_started/application/chatdb/chatdb.md:20
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#: ../../getting_started/application/chatdb/chatdb.md:24
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#: ../../getting_started/application/chatdb/chatdb.md:28
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#: ../../getting_started/application/chatdb/chatdb.md:42
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#: ../../getting_started/application/chatdb/chatdb.md:47
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#: ../../getting_started/application/chatdb/chatdb.md:53
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#: 0b20219c11a14f9ebdfac5ebabcdcd8d 0f8e5d9baaec4602ae57b55b4db286cf
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#: 3a2ef73b33c74d838b5c0ea41b83430d 9de27f6a12dd447eb9434c3b10dce97e
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#: 9fc2b16790534cf9a79ac57d7b54ff27
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#: ../../getting_started/application/chatdb/chatdb.md:43
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#: ../../getting_started/application/chatdb/chatdb.md:48
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#: ../../getting_started/application/chatdb/chatdb.md:54
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#: 826032e82a0a40b2bd122a90a35d0161 91652ef9e3224290b0c89112bcca4474
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#: d396ffa33eef4bef8471040369414420 d7f176a7794048d3ac3573970db86d9d
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#: f80e5611eca64f86baeeed6c860061f9
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msgid "db plugins demonstration"
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msgstr "db plugins demonstration"
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#: ../../getting_started/application/chatdb/chatdb.md:7
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#: 8d4f856b1b734434a80d1a9cc43b1611
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#: aa0f978d3ad34b71aacf143a4c807ba1
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msgid "1.Choose Datasource"
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msgstr "1.Choose Datasource"
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#: ../../getting_started/application/chatdb/chatdb.md:9
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#: 9218c985e6e24cebab8c098bc49119a3
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#: 8a2338e2fbae44f1b61b2fcf062499d3
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msgid ""
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"If you are using DB-GPT for the first time, you need to add a data source"
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" and set the relevant connection information for the data source."
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msgstr "如果你是第一次使用DB-GPT, 首先需要添加数据源，设置数据源的相关连接信息"
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#: ../../getting_started/application/chatdb/chatdb.md:13
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#: ec508b8298bf4657aca722875d34d858
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#: f1d165ab8b564445880e581a2e554434
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msgid "there are some example data in DB-GPT-NEW/DB-GPT/docker/examples"
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msgstr "在DB-GPT-NEW/DB-GPT/docker/examples有数据示例"
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#: ../../getting_started/application/chatdb/chatdb.md:15
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#: c92428030b914053ad4c01ab9d78ccff
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#: dd390cb518094c96bf5430bfa821830f
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msgid "you can execute sql script to generate data."
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msgstr "你可以通过执行sql脚本生成测试数据"
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#: ../../getting_started/application/chatdb/chatdb.md:18
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#: fa5f5b1bf8994d349ba80b63be472c7f
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#: aebd974d23124daa80af6d74431d1ce3
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msgid "1.1 Datasource management"
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msgstr "1.1 Datasource management"
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#: ../../getting_started/application/chatdb/chatdb.md:20
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#: 6bb044bd35b3469ebee61baf394ce613
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#: af4d12aaed5c4fc484a3e7a755a666c2
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msgid ""
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"![db plugins demonstration](https://github.com/eosphoros-ai/DB-"
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"GPT/assets/13723926/7678f07e-9eee-40a9-b980-5b3978a0ed52)"
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msgstr "![db plugins demonstration](https://github.com/eosphoros-ai/DB-"
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msgstr ""
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"![db plugins demonstration](https://github.com/eosphoros-ai/DB-"
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"GPT/assets/13723926/7678f07e-9eee-40a9-b980-5b3978a0ed52)"
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#: ../../getting_started/application/chatdb/chatdb.md:22
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#: 23254a25f3464970a7b3e3d7dafa832a
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#: 34b7b9ce0f0142af8179a8e1763a32f8
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msgid "1.2 Connection management"
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msgstr "1.2 Connection管理"
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#: ../../getting_started/application/chatdb/chatdb.md:24
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#: e244169193dc48fab1b692f7410aed0b
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#: 00a1af9f4e0a45b9a398f641c8198114
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msgid ""
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"![db plugins demonstration](https://github.com/eosphoros-ai/DB-"
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"GPT/assets/13723926/25b8f5a9-d322-459e-a8b2-bfe8cb42bdd6)"
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msgstr "![db plugins demonstration](https://github.com/eosphoros-ai/DB-"
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msgstr ""
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"![db plugins demonstration](https://github.com/eosphoros-ai/DB-"
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"GPT/assets/13723926/25b8f5a9-d322-459e-a8b2-bfe8cb42bdd6)"
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#: ../../getting_started/application/chatdb/chatdb.md:26
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#: 32507323a3884f35991f60646b6077bb
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#: 3b8efc25b482480b8d0f4afe5304ece0
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msgid "1.3 Add Datasource"
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msgstr "1.3 添加Datasource"
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#: ../../getting_started/application/chatdb/chatdb.md:28
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#: 3665c149527b4fc3944549454ce81bcf
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#: d36a476e1eb34a46b2d35e6c1c4c39dd
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msgid ""
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"![db plugins demonstration](https://github.com/eosphoros-ai/DB-"
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"GPT/assets/13723926/19ce31a7-4061-4da8-a9cb-efca396cc085)"
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msgstr "![db plugins demonstration](https://github.com/eosphoros-ai/DB-"
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msgstr ""
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"![db plugins demonstration](https://github.com/eosphoros-ai/DB-"
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"GPT/assets/13723926/19ce31a7-4061-4da8-a9cb-efca396cc085)"
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#: ../../getting_started/application/chatdb/chatdb.md:31
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#: 23100fa4b1b642699f1faae80f78419b
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#: 9205388f91404099bf1add6d55f33801
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msgid "now DB-GPT support Datasource Type"
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msgstr "DB-GPT支持数据源类型"
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#: ../../getting_started/application/chatdb/chatdb.md:33
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#: 54f6ac1232294e72975f2ec8f92a19fd
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#: 197722ccd9e54f8196e3037f0ebd4165
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msgid "Mysql"
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msgstr "Mysql"
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#: ../../getting_started/application/chatdb/chatdb.md:34
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#: e2aff57c70fd4f6b81da9548f59e97b7
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#: e859c194648440b19941a42635f37ac5
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msgid "Sqlite"
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msgstr "Sqlite"
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#: ../../getting_started/application/chatdb/chatdb.md:35
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#: fc2a02bf5b004896a3c68b0f27f82c7b
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#: 91c695f437064f01bf1d7c85a0ecf5b4
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msgid "DuckDB"
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msgstr "DuckDB"
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#: ../../getting_started/application/chatdb/chatdb.md:36
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#: 1c97c47b248741b290265c7d72875d7a
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#: 0a8ff591969c4944890415a84aa64173
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msgid "Clickhouse"
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msgstr "Clickhouse"
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#: ../../getting_started/application/chatdb/chatdb.md:37
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#: 5ebd3d4f0ca94f50b5f536f673d68610
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#: d52ec849653141dc95862e82ce5777e0
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#, fuzzy
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msgid "Mssql"
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msgstr "Mysql"
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#: ../../getting_started/application/chatdb/chatdb.md:40
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#: dcdac0c0e6e24305ad601e5ccd82c877
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#: ../../getting_started/application/chatdb/chatdb.md:38
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#: 430a72d857114422aeecd5595df41881
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msgid "Spark"
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msgstr "Spark"
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#: ../../getting_started/application/chatdb/chatdb.md:41
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#: b615a70971e7443291ba33e8bc12b437
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msgid "2.ChatData"
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msgstr "2.ChatData"
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#: ../../getting_started/application/chatdb/chatdb.md:41
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#: c15bd38f6f754e0b8820a8afc0a8358b
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#: ../../getting_started/application/chatdb/chatdb.md:42
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#: e3542c64926143958e71c7cb21d25c78
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msgid "Preview Mode"
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msgstr "Preview Mode"
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#: ../../getting_started/application/chatdb/chatdb.md:42
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#: b43ffb3cf0734fc8b17ab3865856eda8
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#: ../../getting_started/application/chatdb/chatdb.md:43
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#: e32f26b7c22141e181b5345a644dffd5
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#, fuzzy
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msgid ""
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"After successfully setting up the data source, you can start conversing "
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@ -165,32 +173,34 @@ msgstr ""
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"设置数据源成功后就可以和数据库进行对话了。你可以让它帮你生成SQL，也可以和问它数据库元数据的相关信息。 "
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#: ../../getting_started/application/chatdb/chatdb.md:46
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#: 3f31a98fbf804b3495344ee95505e037
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#: ../../getting_started/application/chatdb/chatdb.md:47
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#: 4d5c0465a01b4f5a964d0e803f9cbc89
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msgid "Editor Mode"
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msgstr "Editor Mode"
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#: ../../getting_started/application/chatdb/chatdb.md:47
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#: e3c071be4daa40d0b03af97dbafe1713
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#: ../../getting_started/application/chatdb/chatdb.md:48
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#: 79b088787e8f43258bcc4292c89ad1b0
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msgid ""
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"In Editor Mode, you can edit your sql and execute it. ![db plugins "
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"demonstration](https://github.com/eosphoros-ai/DB-"
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"GPT/assets/13723926/1a896dc1-7c0e-4354-8629-30357ffd8d7f)"
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msgstr "编辑器模式下可以在线编辑sql进行调试. ![db plugins "
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"demonstration](https://github.com/eosphoros-ai/DB-"
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msgstr ""
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"编辑器模式下可以在线编辑sql进行调试. ![db plugins demonstration](https://github.com"
|
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"/eosphoros-ai/DB-"
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"GPT/assets/13723926/1a896dc1-7c0e-4354-8629-30357ffd8d7f)"
|
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#: ../../getting_started/application/chatdb/chatdb.md:51
|
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#: 6c694afb12dc4ef28bb58db80d15190c
|
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#: ../../getting_started/application/chatdb/chatdb.md:52
|
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#: 9efaf27749614cd4bea07146edddf558
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msgid "3.ChatDB"
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msgstr "3.ChatDB"
|
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|
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#: ../../getting_started/application/chatdb/chatdb.md:53
|
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#: 631503240cf64cc8b80a9f5e43aae0dd
|
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#: ../../getting_started/application/chatdb/chatdb.md:54
|
||||
#: b2dc15f067064c60974e532c3e2f5893
|
||||
msgid ""
|
||||
"![db plugins demonstration](https://github.com/eosphoros-ai/DB-"
|
||||
"GPT/assets/13723926/e04bc1b1-2c58-4b33-af62-97e89098ace7)"
|
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msgstr "![db plugins demonstration](https://github.com/eosphoros-ai/DB-"
|
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msgstr ""
|
||||
"![db plugins demonstration](https://github.com/eosphoros-ai/DB-"
|
||||
"GPT/assets/13723926/e04bc1b1-2c58-4b33-af62-97e89098ace7)"
|
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|
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#~ msgid ""
|
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|
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@ -8,7 +8,7 @@ msgid ""
|
||||
msgstr ""
|
||||
"Project-Id-Version: DB-GPT 👏👏 0.3.5\n"
|
||||
"Report-Msgid-Bugs-To: \n"
|
||||
"POT-Creation-Date: 2023-08-29 20:50+0800\n"
|
||||
"POT-Creation-Date: 2023-09-26 17:47+0800\n"
|
||||
"PO-Revision-Date: YEAR-MO-DA HO:MI+ZONE\n"
|
||||
"Last-Translator: FULL NAME <EMAIL@ADDRESS>\n"
|
||||
"Language: zh_CN\n"
|
||||
@ -20,12 +20,12 @@ msgstr ""
|
||||
"Generated-By: Babel 2.12.1\n"
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:1
|
||||
#: 0baefc753798469588ea011c12a0bfd3
|
||||
#: ca823e9d6d1d433db7ed15c8273e1b00
|
||||
msgid "Installation FAQ"
|
||||
msgstr "Installation FAQ"
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:5
|
||||
#: 013bf01a02c842ee8bc576f85d127e22
|
||||
#: 3803d098c534434f9f513b3a62de54a4
|
||||
#, fuzzy
|
||||
msgid ""
|
||||
"Q1: execute `pip install -e .` error, found some package cannot find "
|
||||
@ -35,18 +35,18 @@ msgstr ""
|
||||
"cannot find correct version."
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:6
|
||||
#: 2729928139484def827143c17f2d968c
|
||||
#: b785864f47e643df9a4669d8da6167d6
|
||||
msgid "change the pip source."
|
||||
msgstr "替换pip源."
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:13
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:20
|
||||
#: 6e8bf02d7117454fbcc28c7ec27e055a acd2186c0320466f95b500dade75591b
|
||||
#: c41f026fb1464c71a45d0746c224ecce f70fb69b568d4fc4ad4c4731b2032eaf
|
||||
msgid "or"
|
||||
msgstr "或者"
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:27
|
||||
#: c5aab9455827416084a1ea6792263add
|
||||
#: d179e3d695764f838dc354eb0d978bb3
|
||||
msgid ""
|
||||
"Q2: sqlalchemy.exc.OperationalError: (sqlite3.OperationalError) unable to"
|
||||
" open database file"
|
||||
@ -55,73 +55,86 @@ msgstr ""
|
||||
" open database file"
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:29
|
||||
#: 29880cfc6c7f4f6fb14a9cbb9eed07ad
|
||||
#: 55174e8d247a414e8c6c8861d4707a55
|
||||
msgid "make sure you pull latest code or create directory with mkdir pilot/data"
|
||||
msgstr "make sure you pull latest code or create directory with mkdir pilot/data"
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:31
|
||||
#: 36264030f5cd41bebd17beae12d9be51
|
||||
#: dbce9e9cae734a5083a6f0fc28bce7cd
|
||||
msgid "Q3: The model keeps getting killed."
|
||||
msgstr "Q3: The model keeps getting killed."
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:33
|
||||
#: 0cbf6ae0fee14d239cb1cc6ddba134d7
|
||||
#: 2de5648d2e7546bf85f20f4162003298
|
||||
msgid ""
|
||||
"your GPU VRAM size is not enough, try replace your hardware or replace "
|
||||
"other llms."
|
||||
msgstr "GPU显存不够, 增加显存或者换一个显存小的模型"
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:35
|
||||
#: 6f4ce365d20843529195aa6970d6074e
|
||||
#: 47810771cd364964b9b5b8fd85bca4ee
|
||||
msgid "Q4: How to access website on the public network"
|
||||
msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:37
|
||||
#: 9f4a119e64c74a0693fa067cd35cd833
|
||||
#: e8c5bac6680648509d528ea6aaf5994e
|
||||
msgid ""
|
||||
"You can try to use gradio's [network](https://github.com/gradio-"
|
||||
"app/gradio/blob/main/gradio/networking.py) to achieve."
|
||||
msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:48
|
||||
#: 4c09cfb493ba41fb8590954b986e949d
|
||||
#: bb75ec127f574c00a09d92d5206e9357
|
||||
msgid "Open `url` with your browser to see the website."
|
||||
msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:50
|
||||
#: 7d905a99d1c547eb95d9c619c70bf221
|
||||
#: 5fdb87b84bd94385a1a93dab8d41ebe8
|
||||
msgid "Q5: (Windows) execute `pip install -e .` error"
|
||||
msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:52
|
||||
#: fe26218168c4447a8dc89e436cdd1000
|
||||
#: 31eef51e044044f29f3ad08defa9c305
|
||||
msgid "The error log like the following:"
|
||||
msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:71
|
||||
#: d15615f7798d4dc0ad49d9b28926fe32
|
||||
#: aaba0c3060b443e4b9877f70d78321ce
|
||||
msgid ""
|
||||
"Download and install `Microsoft C++ Build Tools` from [visual-cpp-build-"
|
||||
"tools](https://visualstudio.microsoft.com/visual-cpp-build-tools/)"
|
||||
msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:75
|
||||
#: 60ef06d3f99c44c1b568ec7c652905ee
|
||||
#: 4c8137546e5c4240884f7ea6d9d922bf
|
||||
msgid "Q6: `Torch not compiled with CUDA enabled`"
|
||||
msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:82
|
||||
#: 830e63627d2c48b8987ed20db3405c41
|
||||
#: 01daf14f8c494219b1d9a5af4449951e
|
||||
msgid "Install [CUDA Toolkit](https://developer.nvidia.com/cuda-toolkit-archive)"
|
||||
msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:83
|
||||
#: 50a1c244ddf747d797825158550026b9
|
||||
#: c75e6371911e4d5ca6859e51501c9679
|
||||
msgid ""
|
||||
"Reinstall PyTorch [start-locally](https://pytorch.org/get-started/locally"
|
||||
"/#start-locally) with CUDA support."
|
||||
msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:85
|
||||
#: 7cfb9003e505445ebb9ed3d015e184e2
|
||||
msgid "Q7: ImportError: cannot import name 'PersistentClient' from 'chromadb'."
|
||||
msgstr "Q7: ImportError: cannot import name 'PersistentClient' from 'chromadb'."
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:91
|
||||
#: e1d5d5d85ddc480d8d81f7b550848cbf
|
||||
msgid ""
|
||||
"Q8: pydantic.error_wrappers.ValidationError:1 validation error for "
|
||||
"HuggingFaceEmbeddings.model_kwargs extra not permitted"
|
||||
msgstr "Q8: pydantic.error_wrappers.ValidationError:1 validation error for "
|
||||
"HuggingFaceEmbeddings.model_kwargs extra not permitted"
|
||||
|
||||
#~ msgid ""
|
||||
#~ "Q2: When use Mysql, Access denied "
|
||||
#~ "for user 'root@localhost'(using password :NO)"
|
||||
|
||||
@ -8,7 +8,7 @@ msgid ""
|
||||
msgstr ""
|
||||
"Project-Id-Version: DB-GPT 👏👏 0.3.5\n"
|
||||
"Report-Msgid-Bugs-To: \n"
|
||||
"POT-Creation-Date: 2023-09-14 14:35+0800\n"
|
||||
"POT-Creation-Date: 2023-09-25 20:58+0800\n"
|
||||
"PO-Revision-Date: YEAR-MO-DA HO:MI+ZONE\n"
|
||||
"Last-Translator: FULL NAME <EMAIL@ADDRESS>\n"
|
||||
"Language: zh_CN\n"
|
||||
@ -19,33 +19,33 @@ msgstr ""
|
||||
"Content-Transfer-Encoding: 8bit\n"
|
||||
"Generated-By: Babel 2.12.1\n"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:1 73790502b62745ec88bbe9fe124254f0
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:1 0d4fc79dbfce4f968ab310de12d69f3b
|
||||
msgid "LLM USE FAQ"
|
||||
msgstr "LLM模型使用FAQ"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:3 473bdd77bbb242f497f514e6e63d0c5f
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:3 08873df3ef2741dca8916c4c0d503b4f
|
||||
msgid "Q1:how to use openai chatgpt service"
|
||||
msgstr "我怎么使用OPENAI服务"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:4 6e073181e48e4604a301f3d7359c91ef
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:4 7741b098acd347659ccf663b5323666c
|
||||
msgid "change your LLM_MODEL"
|
||||
msgstr "通过在.env文件设置LLM_MODEL"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:9 a88cd162dca448b198c0551a70e70da3
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:9 018115ec074c48739b730310a8bafa44
|
||||
msgid "set your OPENAPI KEY"
|
||||
msgstr "set your OPENAPI KEY"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:16 ebaa67e9d31f4c70b4bccbd4394d1c27
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:16 42408d9c11994a848da41c3ab87d7a78
|
||||
msgid "make sure your openapi API_KEY is available"
|
||||
msgstr "确认openapi API_KEY是否可用"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:18 8e88363a43b9460dae90a772360dcc5a
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:18 d9aedc07578d4562bad0ba1f130651de
|
||||
msgid ""
|
||||
"Q2 What difference between `python dbgpt_server --light` and `python "
|
||||
"dbgpt_server`"
|
||||
msgstr "Q2 `python dbgpt_server --light` 和 `python dbgpt_server`的区别是什么?"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:21 1bbf3891883b43659b7ef39ce5e91918
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:21 03c03fedaa2f4bfdaefb42fd4164c902
|
||||
msgid ""
|
||||
"`python dbgpt_server --light` dbgpt_server does not start the llm "
|
||||
"service. Users can deploy the llm service separately by using `python "
|
||||
@ -57,54 +57,54 @@ msgstr ""
|
||||
"用户可以通过`python "
|
||||
"llmserver`单独部署模型服务，dbgpt_server通过LLM_SERVER环境变量来访问模型服务。目的是为了可以将dbgpt后台服务和大模型服务分离部署。"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:23 96a6b6be655c4f85a7c18e813f67517e
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:23 61354a0859284346adc3e07c820aa61a
|
||||
msgid ""
|
||||
"`python dbgpt_server` dbgpt_server service and the llm service are "
|
||||
"deployed on the same instance. when dbgpt_server starts the service, it "
|
||||
"also starts the llm service at the same time."
|
||||
msgstr "`python dbgpt_server` 是将后台服务和模型服务部署在同一台实例上.dbgpt_server在启动服务的时候同时开启模型服务."
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:27 8a0138f4ceab476a97f112776669c7ca
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:27 41ee95bf0b224be995f7530d0b67f712
|
||||
#, fuzzy
|
||||
msgid "Q3 how to use MultiGPUs"
|
||||
msgstr "Q2 怎么使用 MultiGPUs"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:29 6b2f25a5a2b243f78c2f96e3b045bf97
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:29 7fce22f0327646399b98b0e20574a2fd
|
||||
msgid ""
|
||||
"DB-GPT will use all available gpu by default. And you can modify the "
|
||||
"setting `CUDA_VISIBLE_DEVICES=0,1` in `.env` file to use the specific gpu"
|
||||
" IDs."
|
||||
msgstr "DB-GPT默认加载可利用的gpu，你也可以通过修改 在`.env`文件 `CUDA_VISIBLE_DEVICES=0,1`来指定gpu IDs"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:32 2adf75ffb0ab451999d2f446389eea6c
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:32 3f4eb824dc924d7ca309dc5057f8360a
|
||||
msgid ""
|
||||
"Optionally, you can also specify the gpu ID to use before the starting "
|
||||
"command, as shown below:"
|
||||
msgstr "你也可以指定gpu ID启动"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:42 793d6d8503b74323b4997cf2981cc098
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:42 a77d72f91b864d0aac344b317c100950
|
||||
msgid ""
|
||||
"You can modify the setting `MAX_GPU_MEMORY=xxGib` in `.env` file to "
|
||||
"configure the maximum memory used by each GPU."
|
||||
msgstr "同时你可以通过在.env文件设置`MAX_GPU_MEMORY=xxGib`修改每个GPU的最大使用内存"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:44 bdfc8eb5bc89460ea3979f61b8aeca7f
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:44 b3bb92777a1244d5967a4308d14722fc
|
||||
#, fuzzy
|
||||
msgid "Q4 Not Enough Memory"
|
||||
msgstr "Q3 机器显存不够 "
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:46 e0e60f0263d34eec818b72c38d214b8f
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:46 c3976d81aafa4c6081e37c0d0a115d96
|
||||
msgid "DB-GPT supported 8-bit quantization and 4-bit quantization."
|
||||
msgstr "DB-GPT 支持 8-bit quantization 和 4-bit quantization."
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:48 98c954d9fcf449f4b47610fc96091c4f
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:48 93ade142f949449d8f54c0b6d8c8d261
|
||||
msgid ""
|
||||
"You can modify the setting `QUANTIZE_8bit=True` or `QUANTIZE_4bit=True` "
|
||||
"in `.env` file to use quantization(8-bit quantization is enabled by "
|
||||
"default)."
|
||||
msgstr "你可以通过在.env文件设置`QUANTIZE_8bit=True` or `QUANTIZE_4bit=True`"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:50 2568b441f7e54654b405c7791f08036a
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:50 be2573907d624ebf8c901301f938577b
|
||||
msgid ""
|
||||
"Llama-2-70b with 8-bit quantization can run with 80 GB of VRAM, and 4-bit"
|
||||
" quantization can run with 48 GB of VRAM."
|
||||
@ -112,41 +112,49 @@ msgstr ""
|
||||
"Llama-2-70b with 8-bit quantization 可以运行在 80 GB VRAM机器， 4-bit "
|
||||
"quantization可以运行在 48 GB VRAM"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:52 f8d1e4312f9743c7b03820b4a8dbf992
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:52 c084d4624e794f7e8ceebadb6f260b49
|
||||
msgid ""
|
||||
"Note: you need to install the latest dependencies according to "
|
||||
"[requirements.txt](https://github.com/eosphoros-ai/DB-"
|
||||
"GPT/blob/main/requirements.txt)."
|
||||
msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:54 5fe0d9ced7e848799f4d7bce92a5c130
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:54 559bcd62af7340f79f5eca817187e13e
|
||||
#, fuzzy
|
||||
msgid "Q5 How to Add LLM Service dynamic local mode"
|
||||
msgstr "Q5 怎样动态新增模型服务"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:56 fd921148e3e547beb6c74035a6b6a8b0
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:56 e47101d7d47e486e8572f6acd609fa92
|
||||
msgid ""
|
||||
"Now DB-GPT through multi-llm service switch, so how to add llm service "
|
||||
"dynamic,"
|
||||
msgstr "DB-GPT支持多个模型服务切换, 怎样添加一个模型服务呢"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:67 5fe0d9ced7e848799f4d7bce92a5c130
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:67 5710dd9bf8f54bd388354079b29acdd2
|
||||
#, fuzzy
|
||||
msgid "Q6 How to Add LLM Service dynamic in remote mode"
|
||||
msgstr "Q5 怎样动态新增模型服务"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:68 bd29cd6d29a64908af15b391d73ea82a
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:68 9c9311d6daad402a8e0748f00e69e8cf
|
||||
msgid ""
|
||||
"If you deploy llm service in remote machine instance, and you want to "
|
||||
"add model service to dbgpt server to manage"
|
||||
msgstr "如果你想在远程机器实例部署大模型服务并添加到本地dbgpt_server进行管理"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:70 ace16dfc4326431dbe4a9a32e4a83ba4
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:70 3ec1565e74384beab23df9d8d4a19a39
|
||||
msgid "use dbgpt start worker and set --controller_addr."
|
||||
msgstr "使用1`dbgpt start worker`命令并设置注册地址--controller_addr"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:81 f8c024339da447ce8160a4eb9f87c125
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:80 e2b8a9119f7843beb787d021c973eea4
|
||||
#, fuzzy
|
||||
msgid "Q7 dbgpt command not found"
|
||||
msgstr "Q6 dbgpt command not found"
|
||||
|
||||
#: ../../getting_started/faq/llm/llm_faq.md:86 257ae9c462cd4a9abe7d2ff00f6bc891
|
||||
msgid ""
|
||||
"Q8 When starting the worker_manager on a cloud server and registering it "
|
||||
"with the controller, it is noticed that the worker's exposed IP is a "
|
||||
"private IP instead of a public IP, which leads to the inability to access"
|
||||
" the service."
|
||||
msgstr "云服务器启动worker_manager注册到controller时，发现worker暴露的ip是私网ip, 没有以公网ip暴露，导致服务访问不到"
|
||||
|
||||
|
||||
@ -29,6 +29,7 @@ class DBType(Enum):
|
||||
MSSQL = DbInfo("mssql")
|
||||
Postgresql = DbInfo("postgresql")
|
||||
Clickhouse = DbInfo("clickhouse")
|
||||
Spark = DbInfo("spark", True)
|
||||
|
||||
def value(self):
|
||||
return self._value_.name
|
||||
|
||||
@ -6,9 +6,11 @@ from pilot.connections.base import BaseConnect
|
||||
|
||||
|
||||
class SparkConnect(BaseConnect):
|
||||
"""Spark Connect
|
||||
Args:
|
||||
Usage:
|
||||
"""
|
||||
Spark Connect supports operating on a variety of data sources through the DataFrame interface.
|
||||
A DataFrame can be operated on using relational transformations and can also be used to create a temporary view.
|
||||
Registering a DataFrame as a temporary view allows you to run SQL queries over its data.
|
||||
Datasource now support parquet, jdbc, orc, libsvm, csv, text, json.
|
||||
"""
|
||||
|
||||
"""db type"""
|
||||
@ -29,7 +31,7 @@ class SparkConnect(BaseConnect):
|
||||
return: Spark DataFrame
|
||||
"""
|
||||
self.spark_session = (
|
||||
spark_session or SparkSession.builder.appName("dbgpt").getOrCreate()
|
||||
spark_session or SparkSession.builder.appName("dbgpt_spark").getOrCreate()
|
||||
)
|
||||
self.path = file_path
|
||||
self.table_name = "temp"
|
||||
@ -46,14 +48,19 @@ class SparkConnect(BaseConnect):
|
||||
print("load spark datasource error" + str(e))
|
||||
|
||||
def create_df(self, path) -> DataFrame:
|
||||
"""Create a Spark DataFrame from Datasource path
|
||||
"""Create a Spark DataFrame from Datasource path(now support parquet, jdbc, orc, libsvm, csv, text, json.).
|
||||
return: Spark DataFrame
|
||||
reference:https://spark.apache.org/docs/latest/sql-data-sources-load-save-functions.html
|
||||
"""
|
||||
return self.spark_session.read.option("header", "true").csv(path)
|
||||
extension = (
|
||||
"text" if path.rsplit(".", 1)[-1] == "txt" else path.rsplit(".", 1)[-1]
|
||||
)
|
||||
return self.spark_session.read.load(
|
||||
path, format=extension, inferSchema="true", header="true"
|
||||
)
|
||||
|
||||
def run(self, sql):
|
||||
# self.log(f"llm ingestion sql query is :\n{sql}")
|
||||
# self.df = self.create_df(self.path)
|
||||
print(f"spark sql to run is {sql}")
|
||||
self.df.createOrReplaceTempView(self.table_name)
|
||||
df = self.spark_session.sql(sql)
|
||||
first_row = df.first()
|
||||
|
||||
@ -19,6 +19,7 @@ from pilot.connections.rdbms.conn_clickhouse import ClickhouseConnect
|
||||
from pilot.singleton import Singleton
|
||||
from pilot.common.sql_database import Database
|
||||
from pilot.connections.db_conn_info import DBConfig
|
||||
from pilot.connections.conn_spark import SparkConnect
|
||||
from pilot.summary.db_summary_client import DBSummaryClient
|
||||
|
||||
CFG = Config()
|
||||
|
||||
@ -45,6 +45,8 @@ class ChatWithDbAutoExecute(BaseChat):
|
||||
except Exception as e:
|
||||
print("db summary find error!" + str(e))
|
||||
table_infos = self.database.table_simple_info()
|
||||
if not table_infos:
|
||||
table_infos = self.database.table_simple_info()
|
||||
|
||||
# table_infos = self.database.table_simple_info()
|
||||
|
||||
|
||||
@ -66,15 +66,19 @@ async def model_list():
|
||||
last_heartbeat=model.last_heartbeat,
|
||||
prompt_template=model.prompt_template,
|
||||
)
|
||||
response.manager_host = model.host if manager_map[model.host] else None
|
||||
response.manager_host = (
|
||||
model.host if manager_map.get(model.host) else None
|
||||
)
|
||||
response.manager_port = (
|
||||
manager_map[model.host].port if manager_map[model.host] else None
|
||||
manager_map[model.host].port
|
||||
if manager_map.get(model.host)
|
||||
else None
|
||||
)
|
||||
responses.append(response)
|
||||
return Result.succ(responses)
|
||||
|
||||
except Exception as e:
|
||||
return Result.faild(code="E000X", msg=f"space list error {e}")
|
||||
return Result.faild(code="E000X", msg=f"model list error {e}")
|
||||
|
||||
|
||||
@router.post("/v1/worker/model/stop")
|
||||
|
||||
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Reference in New Issue
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